Basketball AI with RF-DETR, SAM2, and SmolVLM2

Basketball AI with RF-DETR, SAM2, and SmolVLM2

Roboflow via YouTube Direct link

- 16:31 Fine-Tuning SmolVLM2

5 of 8

5 of 8

- 16:31 Fine-Tuning SmolVLM2

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Basketball AI with RF-DETR, SAM2, and SmolVLM2

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  1. 1 - 00:00 Project Overview
  2. 2 - 02:04 Detect Players and Numbers with RF-DETR
  3. 3 - 07:12 Track Players with SAM2
  4. 4 - 11:59 Team Clustering with SigLIP, UMAP and K-means
  5. 5 - 16:31 Fine-Tuning SmolVLM2
  6. 6 - 21:56 Map Player Positions to Court Coordinates
  7. 7 - 31:51 Detect Shot Event and Classify Result
  8. 8 - 35:54 Conclusions

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