# FixVision

- **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:** [Sudheer Bishnoi](https://cerebralvalley.ai/u/Sudheer0029)
- **GitHub:** https://github.com/Sudheer-029/FixVision
- **Demo video:** https://www.loom.com/share/b159c9172b6840f3b504f8cf18ef8f11
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5312

FixVision checks whether a small water pump repair actually worked, and refuses to sign off when the evidence isn’t there. A technician records a short functional test of the pump filling a jar to a marked line, plus a close-up of the repaired part. Meta’s models report what they see, then fixed, tested rules give the verdict: Passed, Failed or Inconclusive, with reasons. On our recorded test rig, a blocked pump fails at 51% of healthy speed. A repaired pump on a fading battery comes back Inconclusive at 79%, just under the 80% pass line. Clips where the pump was never switched on, the pump was hidden, or an old video was reused are all refused. All of it was built during the hackathon, and in a staged low-voltage setup.

## More from Meta Global AI Developer Hackathon

- [BYTEWISE](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5309)
- [Disaster Mitigation Bench](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5310)
- [witlabs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5311)
- [Avatodo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5313)
- [Shreynsh Singh](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5314)
- [anivns](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5315)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5312. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt