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Basketball Player Tracking, Team Detection, and Number Recognition with Python
- SkalskiP 9mo agocode: https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-how-to-detect-track-and-identify-basketball-players.ipynb https://colab.research.google.com/github/roboflow-ai/noteboo... - player and number detection with RF-DETR - player tracking with SAM2 - team clustering with SigLIP, UMAP and K-Means - number recognition with SmolVLM2 - perspective conversion with homography - player trajectory correction - shot detection and classification