# Reneural

- **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:** [Saira Shaji](https://cerebralvalley.ai/u/Saira)
- **GitHub:** https://github.com/Saira2901/NeuroRehab-Movement-Analysis
- **Demo video:** https://youtu.be/PBB6gHVJRtE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2630

Neuro-rehabilitation patients play therapeutic Unity games (Ninja, Slingshot Wrist, Slingshot Pinch), and every session produces dense motion-capture data — 22 body joints at 15 Hz. But raw joint coordinates don't tell a physiotherapist what they need to know: which joints moved well, which side is weaker, and what should the next session focus on? Today that interpretation is manual, slow, and inconsistent — and most teams end up writing separate one-off scripts per game that can't be compared or reused.

  This project is a single, unified AI pipeline that converts any game's motion capture into a clinician-ready session report. It auto-detects the game from each file, cleans the data (dropouts, teleports,
  recording gaps), measures every joint movement in Python/NumPy — range of motion, speed, smoothness, repetitions, fatigue, left/right asymmetry — and then calls Meta Muse Spark to translate those metrics into focus areas with evidence, a next-session plan, and questions for the clinician.
In short: it turns raw rehab-game recordings into an objective answer to the clinician's real question — what should we work on next?

## More from Meta Global AI Developer Hackathon

- [Along](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2627)
- [Nextwaves Industries](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2628)
- [Team 7700](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2629)
- [bytesize](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2631)
- [BloodLife](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2632)
- [ChopSnap](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2633)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2630. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt