# FootballIQ

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Kottam Prudhvi Narayana](https://cerebralvalley.ai/u/sam4)
- **GitHub:** https://github.com/4prudhviN/FOOTBALL
- **Demo video:** https://drive.google.com/file/d/1y3_ySBlHGCCj4zjrQcfTwkq5BLGQcC0k/view
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1813

FootballIQ analyzes football (soccer) training and match video. It detects players and their body poses with a YOLO pose model. It tracks them frame to frame with BoT-SORT and measures movement from the skeleton keypoints. I added a Global Player Identity layer so each physical player keeps one permanent ID across the whole video. It does this through camera cuts, low and high angles, zoom and occlusion. The layer detects camera cuts and restarts the local tracker at each one. It builds an appearance gallery for each player and compares new tracklets using a person ReID model, kit colours and temporal context. It links a tracklet to a known player only when the match is confident and clearly better than the runner-up, and it logs the evidence for every decision. Uncertain tracklets are never forced into an old identity. The IDs feed the annotated video, the JSON timeline and the measurements, and will feed coaching reports.

## More from Meta Global AI Developer Hackathon

- [Harrison Hlongwane](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1810)
- [BIM-Intelligence](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1811)
- [tedk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1812)
- [VerifyAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1814)
- [QuoteSync](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1815)
- [shodhakk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1816)

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