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Basketball Player Tracking, Team Detection, and Number Recognition with Python (opens in new tab)

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1 pointsSkalskiP3mo ago1 comments

Basketball Player Tracking, Team Detection, and Number Recognition with Python | Better HN

1 comments

SkalskiPOP3mo ago

code: 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

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