add sam-2.1 video

Author: capjamesg

README.md

@@ -76,7 +76,7 @@ Curious to learn more about GPT-4 Vision? [Check out our GPT-4V experiments 🧪
 | [Fine-Tune PaliGemma2 on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-on-detection-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-on-detection-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/how-to-finetune-paligemma2-on-detection-dataset.ipynb)  |   | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md) [![arXiv](https://img.shields.io/badge/arXiv-2412.03555-b31b1b.svg)](https://arxiv.org/abs/2412.03555)|
 | [Fine-Tune PaliGemma2 for JSON data extraction](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-for-json-data-extraction.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-for-json-data-extraction.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/how-to-finetune-paligemma2-for-json-data-extraction.ipynb)  |   | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md) [![arXiv](https://img.shields.io/badge/arXiv-2412.03555-b31b1b.svg)](https://arxiv.org/abs/2412.03555)|
 | [Fine-Tune PaliGemma2 for LaTeX OCR](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-on-latex-ocr-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-paligemma2-on-latex-ocr-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/how-to-finetune-paligemma2-on-latex-ocr-dataset.ipynb)  |   | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md) [![arXiv](https://img.shields.io/badge/arXiv-2412.03555-b31b1b.svg)](https://arxiv.org/abs/2412.03555)|
-| [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 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/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=QnCGcFHZy9s) | [![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) |

automation/notebooks-table-data.csv

@@ -2,7 +2,7 @@ display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_
 Fine-Tune PaliGemma2 on Object Detection Dataset, how-to-finetune-paligemma2-on-detection-dataset.ipynb, , , https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md, 2412.03555, False, models
 Fine-Tune PaliGemma2 for JSON data extraction, how-to-finetune-paligemma2-for-json-data-extraction.ipynb, , , https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md, 2412.03555, False, models
 Fine-Tune PaliGemma2 for LaTeX OCR, how-to-finetune-paligemma2-on-latex-ocr-dataset.ipynb, , , https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md, 2412.03555, False, models
-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 Segment Anything 2.1 (SAM-2.1), fine-tune-sam-2.1.ipynb, https://blog.roboflow.com/fine-tune-sam-2-1/, https://www.youtube.com/watch?v=QnCGcFHZy9s, 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