detailed_demo.ipynb

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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/alihussainia/openvino-colab/blob/master/detailed_demo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1xaEKim93ZKq"
      },
      "source": [
        "# Drive Mounting"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XIuYsXBohvKt",
        "outputId": "dd51e309-5051-46c5-ab5b-6b1e0c96e1c5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eSnPmKHo3fGM"
      },
      "source": [
        "# Model Work"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "r_2BHHpV5uS6"
      },
      "source": [
        "### fastai Installation"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "m-bHOUJOhwHR",
        "outputId": "8dade47a-bdf9-41a4-f3fb-6cd3a75ea047",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "#install fastai\n",
        "!pip install fastai"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: fastai in /usr/local/lib/python3.6/dist-packages (2.1.5)\n",
            "Requirement already satisfied: pip in /usr/local/lib/python3.6/dist-packages (from fastai) (19.3.1)\n",
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            "Requirement already satisfied: scikit-learn in /usr/local/lib/python3.6/dist-packages (from fastai) (0.22.2.post1)\n",
            "Requirement already satisfied: torch>=1.7.0 in /usr/local/lib/python3.6/dist-packages (from fastai) (1.7.0+cu101)\n",
            "Requirement already satisfied: pillow in /usr/local/lib/python3.6/dist-packages (from fastai) (7.0.0)\n",
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            "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from fastprogress>=0.2.4->fastai) (1.18.5)\n",
            "Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.6/dist-packages (from scikit-learn->fastai) (0.17.0)\n",
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            "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas->fastai) (2018.9)\n",
            "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->fastai) (2.4.7)\n",
            "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->fastai) (1.3.1)\n",
            "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.6/dist-packages (from matplotlib->fastai) (0.10.0)\n",
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            "Requirement already satisfied: importlib-metadata>=0.20; python_version < \"3.8\" in /usr/local/lib/python3.6/dist-packages (from catalogue<1.1.0,>=0.0.7->spacy->fastai) (2.0.0)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/dist-packages (from importlib-metadata>=0.20; python_version < \"3.8\"->catalogue<1.1.0,>=0.0.7->spacy->fastai) (3.4.0)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VCJG_O-kbMFR"
      },
      "source": [
        "from fastai.vision import *\n",
        "from fastai.metrics import error_rate\n",
        "bs = 64"
      ],
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9443yXrx5xeV"
      },
      "source": [
        "### Data Downloading & Organization"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aMrmZ5T_YD2T",
        "outputId": "812abd34-5dfe-413f-f51e-e2dc79e84a37",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!wget  --backups=1 -q https://ceb.nlm.nih.gov/proj/malaria/cell_images.zip\n",
        "!wget  --backups=1 -q https://ceb.nlm.nih.gov/proj/malaria#/malaria_cell_classification_code.zip\n",
        "# List what you've downloaded:\n",
        "!ls -al"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 345196\n",
            "drwxr-xr-x 1 root root      4096 Nov 11 13:15 .\n",
            "drwxr-xr-x 1 root root      4096 Nov 11 13:07 ..\n",
            "-rw-r--r-- 1 root root 353452851 Apr  6  2018 cell_images.zip\n",
            "drwxr-xr-x 1 root root      4096 Nov  6 17:30 .config\n",
            "drwx------ 5 root root      4096 Nov 11 13:08 drive\n",
            "drwxr-xr-x 1 root root      4096 Nov  6 17:30 sample_data\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l8kNqfzWYVUy",
        "outputId": "466fdaa9-c893-4691-b691-920741da6dbb",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!unzip cell_images.zip"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_221.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_219.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_236.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_251.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_254.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_206.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_253.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_254.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_244.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_245.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_220.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_235.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_259.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_228.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_259.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_202.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_215.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_216.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_279.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_262.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_216.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_237.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_244.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_250.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_265.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_273.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_291.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_236.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_237.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_245.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_284.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_254.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_278.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_234.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_227.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_214.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_214.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_215.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_221.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_232.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_233.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_235.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_242.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_223.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_240.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_247.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_249.png  \n",
            " extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_259.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_212.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112043_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112227_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_218.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112246_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_211.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_202.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_220.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_212.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_214.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_215.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_236.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_235.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_237.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_219.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_226.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_245.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_227.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_244.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_218.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_214.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_226.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_228.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_213.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_230.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_220.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_232.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_230.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_221.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_226.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_216.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_206.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_212.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_218.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_230.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_234.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_219.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_228.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_240.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_223.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_240.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_213.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_218.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_214.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_232.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_202.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_216.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_229.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_223.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_226.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_232.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_220.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_198.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_219.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_251.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_222.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_233.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_213.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_198.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_229.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_230.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_212.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_121.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_179.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_192.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_137.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_175.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_211.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_129.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_216.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_189.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_191.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_80.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_131.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_190.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_202.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_221.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_224.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_226.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_213.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_243.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_252.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_260.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_87.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_196.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_206.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_204.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_220.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_223.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_228.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_159.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_114.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_151.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_167.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_106.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_225.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_109.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_115.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_200.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_201.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_205.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_48.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_123.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_198.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_150.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_173.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_198.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_37.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_126.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_155.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_181.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_182.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_148.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_186.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_197.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_138.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_158.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_231.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_237.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_242.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_262.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_210.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_245.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_248.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_262.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_132.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_194.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_195.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_23.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_153.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_162.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_174.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_183.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_209.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_211.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_223.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_168.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_185.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_188.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_208.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_35.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_78.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_98.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_72.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_90.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_96.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_68.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_164.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_193.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_76.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_139.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_140.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_154.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_107.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_172.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_207.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_217.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_177.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_203.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_97.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_166.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_169.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_161.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_187.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_25.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_156.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_163.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_180.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_43.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_103.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_12.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_122.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_36.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_40.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_88.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_94.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_124.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_13.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_145.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_82.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_119.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_51.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_54.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_113.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_18.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_29.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_63.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_67.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_71.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_110.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_112.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_133.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_146.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_7.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_105.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_134.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_142.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_147.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_2.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_101.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_104.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_93.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_120.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_136.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_28.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_62.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_74.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_95.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_118.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_149.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_32.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_49.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_116.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_152.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_160.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_184.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_27.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_5.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_127.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_141.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_176.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_178.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_58.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_10.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_100.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_117.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_130.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_165.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_170.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_125.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_128.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_135.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_143.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_157.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_171.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_30.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_85.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_102.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_108.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_111.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_144.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_19.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_199.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_33.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_70.png  \n",
            " extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_99.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_34.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_41.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_44.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_59.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_6.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_91.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_24.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_4.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_50.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_60.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_61.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_66.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_69.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_89.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_20.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_21.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_8.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_84.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_86.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_39.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_46.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_57.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_65.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_77.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_79.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_81.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_26.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_56.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_75.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_83.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_92.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_1.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_16.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_17.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_22.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_31.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_38.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_42.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_64.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_73.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_9.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_11.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_14.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_15.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_3.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_45.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_47.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_52.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_53.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_55.png  \n",
            " extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_56.png  \n",
            "  inflating: cell_images/Uninfected/Thumbs.db  \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KE0jB6qQYjeP"
      },
      "source": [
        "!mv cell_images train\n",
        "!mkdir data\n",
        "!mv train data"
      ],
      "execution_count": 15,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gCSz0asw57m1"
      },
      "source": [
        "### Data Preprocessing"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ekOksPX2h_xh"
      },
      "source": [
        "path = Path(\"./data\")"
      ],
      "execution_count": 16,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Ubb-3OrxiRW3"
      },
      "source": [
        "data = ImageDataBunch.from_folder(path, ds_tfms=get_transforms(), size=128, valid_pct=0.2, bs=64).normalize(imagenet_stats)"
      ],
      "execution_count": 17,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "a9-XdoWK6A-H"
      },
      "source": [
        "### fastai Network Creation & Training"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ysBoSF5dipRE",
        "outputId": "63e76840-e00e-4d65-d504-6b08e89bb52a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 137,
          "referenced_widgets": [
            "040c4893d81f422288656eb93fd7d7f9",
            "39a7822018ab428c98982b48ec64c1c7",
            "b6951b62b1d0449b99d3254a25192694",
            "4df1366304b949ed8c464d57617e8599",
            "5786de44e7574ad1ae3525c33f9cddbf",
            "fc9cd3e3ed7a4f8c8413caffd976dc34",
            "b037b9b294e6423b83ef2d7aab3fff08",
            "6b31f75ea0b1482da46a4ada1fc9a0fa"
          ]
        }
      },
      "source": [
        "# create a fastai network for transfer learning\n",
        "learn = create_cnn(data, models.resnet34, metrics=error_rate)"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/fastai/vision/learner.py:109: UserWarning: `create_cnn` is deprecated and is now named `cnn_learner`.\n",
            "  # Cell\n",
            "Downloading: \"https://download.pytorch.org/models/resnet34-333f7ec4.pth\" to /root/.cache/torch/hub/checkpoints/resnet34-333f7ec4.pth\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "040c4893d81f422288656eb93fd7d7f9",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "HBox(children=(FloatProgress(value=0.0, max=87306240.0), HTML(value='')))"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "w8LA1z-Hl2Q-",
        "outputId": "62061710-e52f-4b6f-bd13-081ae6a25a95",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 465
        }
      },
      "source": [
        "learn.fit_one_cycle(4)"
      ],
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: left;\">\n",
              "      <th>epoch</th>\n",
              "      <th>train_loss</th>\n",
              "      <th>valid_loss</th>\n",
              "      <th>error_rate</th>\n",
              "      <th>time</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0</td>\n",
              "      <td>0.270841</td>\n",
              "      <td>0.174711</td>\n",
              "      <td>0.066050</td>\n",
              "      <td>01:33</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.197856</td>\n",
              "      <td>0.144984</td>\n",
              "      <td>0.050445</td>\n",
              "      <td>01:30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.168140</td>\n",
              "      <td>0.129810</td>\n",
              "      <td>0.046453</td>\n",
              "      <td>01:26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.165166</td>\n",
              "      <td>0.124247</td>\n",
              "      <td>0.045545</td>\n",
              "      <td>01:24</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n",
            "/usr/local/lib/python3.6/dist-packages/torch/nn/functional.py:3103: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. \n",
            "  warnings.warn(\"The default behavior for interpolate/upsample with float scale_factor changed \"\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "SQWNppPy6Mn7"
      },
      "source": [
        "### fastai to ONNX Conversion"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PMdRWA7jRSgy",
        "outputId": "8cb352a3-6fd2-4572-b118-d4857f5ab2f7",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "# save model to Onnx format\n",
        "import torch\n",
        "import torchvision\n",
        "\n",
        "dummy_input = torch.randn(1, 3, 128, 128, device='cuda')\n",
        "onnx_path =  \"/content/model_fastai.onnx\"\n",
        "\n",
        "torch.onnx.export(learn.model, dummy_input, onnx_path, verbose=False)\n",
        "print('Model exported to ' + onnx_path)"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Model exported to /content/model_fastai.onnx\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EA7I5GdFRUXr",
        "outputId": "1b62d84f-f4ab-471d-a03f-5edbeaed0909",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "#retrieve the activation function used to reproduce the same actiavtion after\n",
        "# network ouput\n",
        "from fastai import basic_train\n",
        "print(basic_train._loss_func2activ(learn.loss_func))\n",
        "\n",
        "#create labels file\n",
        "with open(\"blood.classes\", 'w') as dc:\n",
        "  dc.write('\\n'.join(data.classes))\n",
        "  \n",
        "# export the stats to normalize the image\n",
        "with open('/content/norm.txt', 'w') as fd:\n",
        "  fd.write(repr(imagenet_stats))"
      ],
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "functools.partial(<function softmax at 0x7f3bcc059e18>, dim=-1)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "dU7x_jRw6ifb"
      },
      "source": [
        "### Data Visualization"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KEd0oT5Z7zi0",
        "outputId": "b8c47dda-82a2-41fb-ad40-3c0d31438012",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "images_path = get_image_files(path, recurse=True)[0:4]\n",
        "images_path"
      ],
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[PosixPath('data/train/Parasitized/C117P78ThinF_IMG_20150930_214511_cell_96.png'),\n",
              " PosixPath('data/train/Parasitized/C48P9thinF_IMG_20150721_161412_cell_186.png'),\n",
              " PosixPath('data/train/Parasitized/C133P94ThinF_IMG_20151004_154512_cell_144.png'),\n",
              " PosixPath('data/train/Parasitized/C59P20thinF_IMG_20150803_111244_cell_203.png')]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CQzebbCb72gR",
        "outputId": "854bf68d-80fd-4306-b9d8-372fcbd9bc1f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 199
        }
      },
      "source": [
        "images = [open_image(i) for i in images_path]\n",
        "show_all(images)"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 864x432 with 4 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ASvxpNXw6pch"
      },
      "source": [
        "### fastai based inference"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tMOh_p6m74Nc",
        "outputId": "9cd799ce-5623-4c33-84cf-aee5e0b09eed",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "for i, im in enumerate(images):\n",
        "  p = learn.predict(im)\n",
        "  print(images_path[i], p[0], p[2][p[1]].item())"
      ],
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "data/train/Parasitized/C117P78ThinF_IMG_20150930_214511_cell_96.png Parasitized 0.9460728168487549\n",
            "data/train/Parasitized/C48P9thinF_IMG_20150721_161412_cell_186.png Parasitized 0.99434894323349\n",
            "data/train/Parasitized/C133P94ThinF_IMG_20151004_154512_cell_144.png Parasitized 0.9943128824234009\n",
            "data/train/Parasitized/C59P20thinF_IMG_20150803_111244_cell_203.png Parasitized 0.9945207834243774\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "f2EH89qF8fNw"
      },
      "source": [
        "# OpenVINO Installation & Operations\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "EXtt-peg4F9d"
      },
      "source": [
        "### Reference: [openvino-colab](https://github.com/alihussainia/openvino-colab)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vuqNcsM-8Gqu",
        "outputId": "553fd2e5-aedd-4e91-8e99-1c16fa8a73f2",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!pip install openvino-colab"
      ],
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting openvino-colab\n",
            "  Downloading https://files.pythonhosted.org/packages/3d/18/3adb1610020b51c5bfe0800b7657b174ba39ef4f4a9b7d2c085f2704e3a9/openvino_colab-3.0.0.tar.gz\n",
            "Building wheels for collected packages: openvino-colab\n",
            "  Building wheel for openvino-colab (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for openvino-colab: filename=openvino_colab-3.0.0-cp36-none-any.whl size=3650 sha256=524369ea1e9b2aa18cf837e93b2925414ac6ccec51260f9845f84a101a5c346f\n",
            "  Stored in directory: /root/.cache/pip/wheels/05/01/a0/dfa8ef7464c8d79473d638e0988a5199d6bd5d131c60afb643\n",
            "Successfully built openvino-colab\n",
            "Installing collected packages: openvino-colab\n",
            "Successfully installed openvino-colab-3.0.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_UOEQdCXfHPW",
        "outputId": "f273a827-f95d-4011-e0ba-05fa608189b5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "import openvino_colab"
      ],
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Installed OpenVINO Dependencies. Installing OpenVINO...\n",
            "ENV Variables Set!\n",
            "Please enter the Choice of framework you want to work with:\n",
            "\n",
            "(Note: You should only install for the ones you would be using.\n",
            "Incase of needing to install for more than one but not all, rerun this cell and \n",
            "install the pre-requisites one by one.)\n",
            "\n",
            "1 tf\n",
            "2 mxnet\n",
            "3 onnx\n",
            "4 kaldi\n",
            "5 all\n",
            "Please enter your choice (Default Option - 5): 3\n",
            "Choice is 3.0 : onnx\n",
            "\n",
            "\n",
            "Intel OpenVINO Installation Fisnished!\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VvSKQ5o290KZ"
      },
      "source": [
        "install_dir = \"/opt/intel/openvino/\"\n",
        "model_optimizer = \"/opt/intel/openvino/deployment_tools/model_optimizer/\"\n",
        "deployment_tools = \"/opt/intel/openvino/deployment_tools/\"\n",
        "model_zoo = '/opt/intel/openvino/deployment_tools/open_model_zoo/'"
      ],
      "execution_count": 27,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "qeYNLJsr4fT4"
      },
      "source": [
        "### Intermediate Representation"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KWOWm2Ro98aS",
        "outputId": "4bd871b5-6670-4e3f-ba57-53df8ab3c601",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!pip install onnx=='1.1.2'"
      ],
      "execution_count": 28,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting onnx==1.1.2\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/4a/21/b128c54bd1def42bfe54aa14c81b5445118c8dfc34cf8872c14d7ce90c57/onnx-1.1.2-cp36-cp36m-manylinux1_x86_64.whl (3.6MB)\n",
            "\u001b[K     |████████████████████████████████| 3.6MB 4.2MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from onnx==1.1.2) (1.18.5)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from onnx==1.1.2) (1.15.0)\n",
            "Requirement already satisfied: protobuf in /usr/local/lib/python3.6/dist-packages (from onnx==1.1.2) (3.6.1)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf->onnx==1.1.2) (50.3.2)\n",
            "Installing collected packages: onnx\n",
            "  Found existing installation: onnx 1.8.0\n",
            "    Uninstalling onnx-1.8.0:\n",
            "      Successfully uninstalled onnx-1.8.0\n",
            "Successfully installed onnx-1.1.2\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bMdT7D3176l6",
        "outputId": "7120ccfe-c14d-46c0-c039-6d004c9e9b2d",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "# create the Intermediate Representation and run inference on the CPU\n",
        "!source /opt/intel/openvino/bin/setupvars.sh &&\\\n",
        "python3 /opt/intel/openvino/deployment_tools/model_optimizer/mo.py \\\n",
        "   --input_model model_fastai.onnx --output_dir ir --data_type FP32"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[setupvars.sh] OpenVINO environment initialized\n",
            "Model Optimizer arguments:\n",
            "Common parameters:\n",
            "\t- Path to the Input Model: \t/content/model_fastai.onnx\n",
            "\t- Path for generated IR: \t/content/ir\n",
            "\t- IR output name: \tmodel_fastai\n",
            "\t- Log level: \tERROR\n",
            "\t- Batch: \tNot specified, inherited from the model\n",
            "\t- Input layers: \tNot specified, inherited from the model\n",
            "\t- Output layers: \tNot specified, inherited from the model\n",
            "\t- Input shapes: \tNot specified, inherited from the model\n",
            "\t- Mean values: \tNot specified\n",
            "\t- Scale values: \tNot specified\n",
            "\t- Scale factor: \tNot specified\n",
            "\t- Precision of IR: \tFP32\n",
            "\t- Enable fusing: \tTrue\n",
            "\t- Enable grouped convolutions fusing: \tTrue\n",
            "\t- Move mean values to preprocess section: \tFalse\n",
            "\t- Reverse input channels: \tFalse\n",
            "ONNX specific parameters:\n",
            "Model Optimizer version: \t2020.1.0-61-gd349c3ba4a\n",
            "\n",
            "[ SUCCESS ] Generated IR version 10 model.\n",
            "[ SUCCESS ] XML file: /content/ir/model_fastai.xml\n",
            "[ SUCCESS ] BIN file: /content/ir/model_fastai.bin\n",
            "[ SUCCESS ] Total execution time: 5.83 seconds. \n",
            "[ SUCCESS ] Memory consumed: 3499 MB. \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "3Hh76Hnm40JJ"
      },
      "source": [
        "### Infer.py "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oLIXadHC8E_6",
        "outputId": "22c27105-2285-47e5-ddb0-c5c6febacc7d",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!cat ./norm.txt"
      ],
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MxPSW2Il-Xzs"
      },
      "source": [
        "# generated a python file (to be able to run it as a script with OpenVINO environment\n",
        "s = r\"\"\"\n",
        "import sys\n",
        "import os\n",
        "from argparse import ArgumentParser\n",
        "import cv2\n",
        "import numpy as np\n",
        "import logging as log\n",
        "from time import time\n",
        "from openvino.inference_engine import IENetwork, IEPlugin\n",
        "import math\n",
        "\n",
        "# here put the values from the norm.txt file\n",
        "\n",
        "resnet_mean = np.array([0.485, 0.456, 0.406], dtype=np.float32)\n",
        "resnet_scale = np.array([0.229, 0.224, 0.225], dtype=np.float32)\n",
        "\n",
        "\n",
        "def preprocess(im, h, w):\n",
        "    assert(h == w == 128)\n",
        "    sz = 128\n",
        "    # convert image to [0-1] RGB, Width Height Channel\n",
        "    im = im.astype(np.float32) / 255\n",
        "    im = cv2.cvtColor(im, cv2.COLOR_BGR2RGB)\n",
        "\n",
        "    # resize and crop center\n",
        "    r,c, *_ = im.shape\n",
        "    ratio = sz / min(r, c)\n",
        "    im = cv2.resize(im, \n",
        "                    (max(math.floor(c * ratio), sz), max(math.floor(r * ratio), sz)),\n",
        "                    interpolation=cv2.INTER_AREA)\n",
        "    startx = math.ceil((im.shape[0] - sz) / 2)\n",
        "    starty = math.ceil((im.shape[1] - sz) / 2)\n",
        "    im = im[startx:startx + sz, starty:starty + sz]\n",
        "\n",
        "    # normalize and convert to Channel Width Height\n",
        "    im = (im - resnet_mean) / resnet_scale\n",
        "    im = im.transpose((2, 0, 1))\n",
        "    return im\n",
        "\n",
        "\n",
        "parser = ArgumentParser()\n",
        "parser.add_argument(\"-m\", \"--model\", help=\"Path to an .xml file with a trained model.\", required=True, type=str)\n",
        "parser.add_argument(\"-i\", \"--input\", help=\"Path to a folder with images or path to an image files\", required=True,\n",
        "                    type=str, nargs=\"+\")\n",
        "parser.add_argument(\"-d\", \"--device\",\n",
        "                    help=\"Specify the target device to infer on; CPU, GPU, FPGA or MYRIAD is acceptable. Sample \"\n",
        "                         \"will look for a suitable plugin for device specified (CPU by default)\", default=\"CPU\",\n",
        "                    type=str)\n",
        "parser.add_argument(\"--labels\", help=\"Labels mapping file\", default=None, type=str)\n",
        "parser.add_argument(\"-nt\", \"--number_top\", help=\"Number of top results\", default=10, type=int)\n",
        "\n",
        "\n",
        "log.basicConfig(format=\"[ %(levelname)s ] %(message)s\", level=log.INFO, stream=sys.stdout)\n",
        "args = parser.parse_args()\n",
        "model_xml = args.model\n",
        "model_bin = os.path.splitext(model_xml)[0] + \".bin\"\n",
        "\n",
        "# Plugin initialization for specified device and load extensions library if specified\n",
        "plugin = IEPlugin(device=args.device)\n",
        "# Read IR\n",
        "log.info(\"Loading network files:\\n\\t{}\\n\\t{}\".format(model_xml, model_bin))\n",
        "net = IENetwork(model=model_xml, weights=model_bin)\n",
        "\n",
        "assert len(net.inputs.keys()) == 1, \"Sample supports only single input topologies\"\n",
        "assert len(net.outputs) == 1, \"Sample supports only single output topologies\"\n",
        "\n",
        "log.info(\"Preparing input blobs\")\n",
        "input_blob = next(iter(net.inputs))\n",
        "out_blob = next(iter(net.outputs))\n",
        "net.batch_size = len(args.input)\n",
        "\n",
        "# Read and pre-process input images\n",
        "n, c, h, w = net.inputs[input_blob].shape\n",
        "images = np.ndarray(shape=(n, c, h, w))\n",
        "for i in range(n):\n",
        "    image = cv2.imread(args.input[i])\n",
        "    image = preprocess(image, h, w)\n",
        "    images[i] = image\n",
        "\n",
        "log.info(\"Loading model to the plugin\")\n",
        "exec_net = plugin.load(network=net)\n",
        "del net\n",
        "\n",
        "log.info(\"Starting inference)\")\n",
        "res = exec_net.infer(inputs={input_blob: images})\n",
        "\n",
        "log.info(\"Processing output blob\")\n",
        "res = res[out_blob]\n",
        "log.info(\"Top {} results: \".format(args.number_top))\n",
        "if args.labels:\n",
        "    with open(args.labels, 'r') as f:\n",
        "        labels_map = [x.split(sep=' ', maxsplit=1)[-1].strip() for x in f]\n",
        "else:\n",
        "    labels_map = None\n",
        "for i, probs in enumerate(res):\n",
        "    probs = np.squeeze(probs)\n",
        "    \n",
        "    #### add the softmax layer manually\n",
        "    probs = np.exp(probs)/sum(np.exp(probs))\n",
        "    ####\n",
        "    \n",
        "    top_ind = np.argsort(probs)[-args.number_top:][::-1]\n",
        "    print(\"Image {}\".format(args.input[i]))\n",
        "    for id in top_ind:\n",
        "        det_label = labels_map[id] if labels_map else \"#{}\".format(id)\n",
        "        print(\"{:.7f} label {}\".format(probs[id], det_label))\n",
        "    print(\"\")\n",
        "\n",
        "del exec_net\n",
        "del plugin\n",
        "\"\"\"\n",
        "with open(\"infer.py\", 'w') as pf:\n",
        "  pf.write(s)"
      ],
      "execution_count": 31,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XYiYQiOZ469G"
      },
      "source": [
        "# Final Inferences "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EB_FxQimAzyI",
        "outputId": "355c2761-5221-45b3-91e1-261dda6885f2",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "!source /opt/intel/openvino/bin/setupvars.sh &&\\\n",
        " python3 infer.py -d CPU -m ir/model_fastai.xml \\\n",
        " --labels blood.classes \\\n",
        " -nt 1 -i {images_path[0]} {images_path[1]} {images_path[2]} {images_path[3]}"
      ],
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[setupvars.sh] OpenVINO environment initialized\n",
            "[ INFO ] Loading network files:\n",
            "\tir/model_fastai.xml\n",
            "\tir/model_fastai.bin\n",
            "[ INFO ] Preparing input blobs\n",
            "[ INFO ] Loading model to the plugin\n",
            "[ INFO ] Starting inference)\n",
            "[ INFO ] Processing output blob\n",
            "[ INFO ] Top 1 results: \n",
            "Image data/train/Parasitized/C117P78ThinF_IMG_20150930_214511_cell_96.png\n",
            "0.9366805 label Parasitized\n",
            "\n",
            "Image data/train/Parasitized/C48P9thinF_IMG_20150721_161412_cell_186.png\n",
            "0.9887384 label Parasitized\n",
            "\n",
            "Image data/train/Parasitized/C133P94ThinF_IMG_20151004_154512_cell_144.png\n",
            "0.9850241 label Parasitized\n",
            "\n",
            "Image data/train/Parasitized/C59P20thinF_IMG_20150803_111244_cell_203.png\n",
            "0.9944614 label Parasitized\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "M8Id3y_Rg9wg"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}