Basketball Player Tracking, Team Detection, and Number Recognition with Python
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Dec 16, 2025 at 4:07 PM EST
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- 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