7 ms·
code: https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/basketball-ai-how-to-detect-track-and-identify-basketball-players.ipynb
by SkalskiP 9mo ago
code: 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