EduSphere Safety

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.