# OmniGaze

- **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:** [Shashwat Pandey](https://cerebralvalley.ai/u/vatsdev)
- **GitHub:** https://github.com/vatsShashwat07/omnigaze-agent
- **Demo video:** https://www.youtube.com/watch?v=SSf8WhTYJ14
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2912

OmniGaze is an autonomous cyber-physical SCADA resilience node that bridges zero-shot foundation vision perception directly with spatial mechanical reasoning and closed-loop robotic actuation to arrest industrial structural failures in real time.

Traditional computer vision inspection systems are strictly passive: models detect fatigue cracks or corrosion, but their operational boundary terminates at logging a maintenance ticket or dispatching an alert. While human triage stalls in administrative queues, hydraulic line pressure surges past critical yield thresholds, leading to catastrophic pipeline rupture.

OmniGaze eliminates this open-loop gap through a deterministic 5-stage LangGraph FSM. The node pairs calibrated optical macro-NDT perception with Segment Anything (SAM 2) zero-shot defect masking to isolate defect geometries. Telemetry and geometric pipe constants are routed to Meta Muse Spark Open on Baseten Cloud serverless inference to evaluate dynamic Barlow hoop stress against critical yield boundaries. Upon threshold breach, the node autonomously dispatches physical relief countermeasures—throttling relief valves by 35% and isolating sector flanges within 1.82 seconds. Every frame, model inference, and actuation command is cryptographically anchored in a tamper-evident SHA-256 Merkle hash-chained ledger for regulatory auditability.

## More from Meta Global AI Developer Hackathon

- [Sarvan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2909)
- [Dukon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2910)
- [MonoMind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2911)
- [CLIQ](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2913)
- [IsOneGuyConsideredAteam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2914)
- [sksaddam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2915)

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