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Add SAM-2.1 fine-tuning notebook #338

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Add SAM-2.1 fine-tuning notebook #338

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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -70,9 +70,10 @@ Curious to learn more about GPT-4 Vision? [Check out our GPT-4V experiments 🧪
WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED.
HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY.
-->
## 🚀 model tutorials (42 notebooks)
## 🚀 model tutorials (43 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
| [Fine-Tune Segment Anything 2.1 (SAM-2.1)](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/fine-tune-sam-2.1.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/fine-tune-sam-2.1.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/fine-tune-sam-2.1.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/fine-tune-sam-2-1/) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/sam2) |
| [Fine-Tune GPT-4o](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/openai-gpt-4o-fine-tuning.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/openai-gpt-4o-fine-tuning.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/openai-gpt-4o-fine-tuning.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/gpt-4o-object-detection/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=6Q6TieCBA4E) | |
| [YOLO11 Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-object-detection-on-custom-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-object-detection-on-custom-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-object-detection-on-custom-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/yolov11-how-to-train-custom-data/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=jE_s4tVgPHA) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/ultralytics/ultralytics) |
| [YOLO11 Instance Segmentation](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-instance-segmentation-on-custom-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-instance-segmentation-on-custom-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-instance-segmentation-on-custom-dataset.ipynb) | [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=jE_s4tVgPHA) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/ultralytics/ultralytics) |
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1 change: 1 addition & 0 deletions automation/notebooks-table-data.csv
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@@ -1,4 +1,5 @@
display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_repository_path, arxiv_index, should_open_in_sagemaker_labs, readme_section
Fine-Tune Segment Anything 2.1 (SAM-2.1), fine-tune-sam-2.1.ipynb, https://blog.roboflow.com/fine-tune-sam-2-1/, , https://github.com/facebookresearch/sam2, , False, models
Fine-Tune GPT-4o, openai-gpt-4o-fine-tuning.ipynb, https://blog.roboflow.com/gpt-4o-object-detection/, https://www.youtube.com/watch?v=6Q6TieCBA4E, , , False, models
YOLO11 Object Detection, train-yolo11-object-detection-on-custom-dataset.ipynb, https://blog.roboflow.com/yolov11-how-to-train-custom-data/, https://www.youtube.com/watch?v=jE_s4tVgPHA, https://github.com/ultralytics/ultralytics, , False, models
YOLO11 Instance Segmentation, train-yolo11-instance-segmentation-on-custom-dataset.ipynb, , https://www.youtube.com/watch?v=jE_s4tVgPHA, https://github.com/ultralytics/ultralytics, , False, models
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