Basketball Player Tracking, Team Detection, and Number Recognition with Python
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Re: Basketball Player Tracking, Team Detection, and Number Recognition with Python
#2code: 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