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add Basketball AI: Make or Miss - Jumpshot Detection notebook
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README.md

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@@ -73,7 +73,7 @@ This repository offers a growing collection of computer vision tutorials. Learn
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|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
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| [Zero-Shot Object Detection and Segmentation with Google Gemini 2.5](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.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/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/gemini-2-5-object-detection-segmentation/) | [![arXiv](https://img.shields.io/badge/arXiv-2507.06261-b31b1b.svg)](https://arxiv.org/abs/2507.06261)|
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| [Fine-Tune RF-DETR on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-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-rf-detr-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-rf-detr-on-detection-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/rf-detr) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/live/yHW0ip-2i54) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/rf-detr) |
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| [Zero-Shot Object Detection and Segmentation with YOLOE](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.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/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=eHAnIehnCt4) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/THU-MIG/yoloe) [![arXiv](https://img.shields.io/badge/arXiv-2503.07465-b31b1b.svg)](https://arxiv.org/abs/2503.07465)|
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| [Zero-Shot Object Detection and Segmentation with YOLOE](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.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/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/yoloe-zero-shot-object-detection-segmentation/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=eHAnIehnCt4) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/THU-MIG/yoloe) [![arXiv](https://img.shields.io/badge/arXiv-2503.07465-b31b1b.svg)](https://arxiv.org/abs/2503.07465)|
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| [Fine-Tune YOLOv12 on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolov12-object-detection-model.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolov12-object-detection-model.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-yolov12-object-detection-model.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/train-yolov12-model) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/sunsmarterjie/yolov12) [![arXiv](https://img.shields.io/badge/arXiv-2502.12524-b31b1b.svg)](https://arxiv.org/abs/2502.12524)|
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| [Zero-Shot Object Detection with Qwen2.5-VL](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-qwen2-5-vl.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-qwen2-5-vl.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/zero-shot-object-detection-with-qwen2-5-vl.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/qwen2-5-vl-zero-shot-object-detection/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=xEfh0IR8Fvo) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/QwenLM/Qwen2.5-VL) [![arXiv](https://img.shields.io/badge/arXiv-2502.13923-b31b1b.svg)](https://arxiv.org/abs/2502.13923)|
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| [Fine-Tune Qwen2.5-VL for JSON Data Extraction](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-qwen2-5-vl-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-qwen2-5-vl-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-qwen2-5-vl-for-json-data-extraction.ipynb) | [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=xEfh0IR8Fvo) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/QwenLM/Qwen2.5-VL) [![arXiv](https://img.shields.io/badge/arXiv-2502.13923-b31b1b.svg)](https://arxiv.org/abs/2502.13923)|
@@ -130,7 +130,7 @@ This repository offers a growing collection of computer vision tutorials. Learn
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## 🛠️ computer vision skills (23 notebooks)
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| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
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|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
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| [Basketball AI: Make or Miss - Jumpshot Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-make-or-miss-jumpshot-detection.ipynb.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-make-or-miss-jumpshot-detection.ipynb.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/basketball-ai-make-or-miss-jumpshot-detection.ipynb.ipynb) | | |
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| [Basketball AI: Make or Miss - Jumpshot Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-make-or-miss-jumpshot-detection.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-make-or-miss-jumpshot-detection.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/basketball-ai-make-or-miss-jumpshot-detection.ipynb) | | |
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| [Basketball AI: Detect NBA 3 Second Violation](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-automatic-detection-of-3-second-violations.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-automatic-detection-of-3-second-violations.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/basketball-ai-automatic-detection-of-3-second-violations.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/detect-3-second-violation-ai-basketball) | |
135135
| [Football AI](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/football-ai.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/football-ai.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/football-ai.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/camera-calibration-sports-computer-vision/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/aBVGKoNZQUw) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/sports) |
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| [Auto-Annotate Dataset with GroundedSAM 2](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/grounded-sam-2-auto-label.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/grounded-sam-2-auto-label.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/grounded-sam-2-auto-label.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/what-is-segment-anything-2) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/segment-anything-2) |

automation/notebooks-table-data.csv

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display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_repository_path, arxiv_index, should_open_in_sagemaker_labs, readme_section
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Basketball AI: Make or Miss - Jumpshot Detection, basketball-ai-make-or-miss-jumpshot-detection.ipynb.ipynb, , , , , False, skills
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Basketball AI: Make or Miss - Jumpshot Detection, basketball-ai-make-or-miss-jumpshot-detection.ipynb, , , , , False, skills
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Basketball AI: Detect NBA 3 Second Violation, basketball-ai-automatic-detection-of-3-second-violations.ipynb, https://blog.roboflow.com/detect-3-second-violation-ai-basketball, , , , False, skills
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Zero-Shot Object Detection and Segmentation with Google Gemini 2.5, zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb, https://blog.roboflow.com/gemini-2-5-object-detection-segmentation/, , ,2507.06261, False, models
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How to Track Objects with SORT Tracker, how-to-track-objects-with-sort-tracker.ipynb, , , https://github.com/roboflow/trackers, 1602.00763, False, trackers

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