# EduSphere Safety

- **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:** [Victor Oluwayemi](https://cerebralvalley.ai/u/vicomeg)
- **GitHub:** https://github.com/vicosoft4real/edusphere-safety
- **Demo video:** https://www.youtube.com/watch?v=lX3EbPyyavw
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/784

EduSphere Safety connects real recorded-video events to an accountable staff response. Meta SAM 3.1 tracks people through a clip; the .NET edge agent validates the source SHA-256 and frame rate, preserves the model's object IDs, and evaluates versioned zone rules. A tenant-scoped API and PostgreSQL back the Next.js staff console, evidence review, local Meta Llama briefing, and acknowledgement, investigation and resolution.

The updated demo uses a 12-second real pedestrian recording from OpenCV, with actual SAM API output: 120 processed frames, eight response-scoped track IDs and six events for a demonstration zone. We select one event, explicitly hand it to the API, verify duplicate suppression, upload a transcoded playback copy of the same recording, and record the staff workflow. This is a public recorded sample, not a connected local CCTV feed or an accuracy benchmark.

Production roadmap: critical configured zones, including pool-safety zones governed by a supervision schedule, could escalate urgently to the responsible supervisor through phone, SMS or a site alarm. Current delivery verification uses local email pickup. All 518 .NET tests and six Python adapter tests pass. Continuous camera operation, field accuracy, automatic edge delivery and production sign-in remain next steps.

## More from Meta Global AI Developer Hackathon

- [MissedBuild](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/781)
- [Torqdrop](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/782)
- [PocketDevs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/783)
- [SPECTRA AI Research](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/785)
- [VidMind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/786)
- [SoloSmith](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/787)

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