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🚀yolov7-pose-estimation

🎉 New Features

  • 📊 Added Comparison Graph for FPS & Time
  • 💻 How to Run Code in Google Colab
  • 🖥️ Supports CPU & GPU
  • 🎥 Video/WebCam/External Camera/IP Stream Support

🔜 Coming Soon

  • 📈 Streamlit Dashboard for Pose-Estimation

🚀 Steps to Run Code

  • Google Colab Users: First, mount the drive:

    from google.colab import drive
drive.mount("/content/drive")

  • Clone the repository:

    git clone https://github.com/RizwanMunawar/yolov7-pose-estimation.git

  • Go to the cloned folder:

    cd yolov7-pose-estimation

  • Create a virtual environment (recommended):

    # Linux
python3 -m venv psestenv
source psestenv/bin/activate

# Windows
python3 -m venv psestenv
cd psestenv/Scripts
activate

  • Upgrade pip:

    pip install --upgrade pip

  • Install requirements:

    pip install -r requirements.txt

  • Download YOLOv7 weights and move to the working directory: yolov7-w6-pose.pt

  • Run the code:

    python pose-estimate.py

# Options:
python pose-estimate.py --source "your-video.mp4" --device cpu  # For CPU
python pose-estimate.py --source 0 --view-img  # For Webcam
python pose-estimate.py --source "rtsp://your-ip" --device 0 --view-img  # For LiveStream

  • Output: The processed video will be saved as your-file-keypoint.mp4

📊 RESULTS

⚽ Football Match 🏏 Cricket Match 📈 FPS & Time Comparison 📡 Live Stream

🔗 References

📖 Articles