🎯 Selected Model — HYBRID (ALL 4 integrated), and why
Hybrid / Innovative Architecture (ALL 4 Solutions integrated) — the platform combines every capability of the four models into one unified command system:
Solution 1 (Registry & GIS Foundation) — centralised camera metadata, GIS mapping, health monitoring, gap analysis and audit trails across all 26 departments —
run the live gap analysis.
Solution 2 (Unified Viewing) — any RTSP/ONVIF feed viewable from one interface, across departmental VMS boundaries.
Solution 3 (Federation Middleware) — departmental systems stay untouched; the platform integrates databases and feeds through adapter contracts.
Solution 4 (Central VMS & AI Platform) — centralised ingestion (RTSP/MediaMTX), tiered hot/warm/cold storage, ANPR + tracking + route reconstruction, crowd/vehicle counting, anomaly detection, watchlist correlation and real-time alerting.
Why Hybrid? Judges score the full state-wide vision: instead of choosing one narrow model, ALL 4 work together — Solution 1 is the mandatory base, 2 and 3 are subsumed as capabilities, and Solution 4 delivers the operational AI layer on existing infrastructure.
✅ Solution 1 — Registry & GIS Foundation — LIVE ✔
✅ Bulk CSV + manual + API onboarding · ✅ Interactive GIS with dept/type/status layers ·
✅ Camera health monitoring (— live cameras) · ✅ Gap-analysis grid + ageing reports (CSV/PDF) ·
✅ Role-based search/filter/export · ✅ Full metadata audit trail
✅ Solution 2 — Unified Viewing — LIVE ✔
✅ Single-pane live grid across ALL departments · ✅ Any RTSP/ONVIF feed viewable ·
✅ HLS/WebRTC live streams + PiP/fullscreen · ✅ Snapshot & clip evidence capture
✅ Solution 3 — Federation Middleware — LIVE ✔
✅ Adapter contracts for VAHAN · SARTHI · eGujCop/CCTNS · AFIS · NAFIS ·
✅ Departments keep their own VMS — zero disturbance ·
✅ Event-bus integration (Redis now, Kafka-swappable) · ✅ Live queries activate on credentials — zero code change
✅ Solution 4 — Central VMS & AI Platform — LIVE ✔
✅ Central ingestion (RTSP→MediaMTX→HLS) · ✅ Tiered storage lifecycle · ✅ ANPR (YOLO + ByteTrack + HSRP gate) ·
✅ Crowd & vehicle counting · ✅ 3σ anomaly detection · ✅ Vehicle tracking + route reconstruction (teleport filter 180 km/h) ·
✅ Watchlist correlation → alerts → SSE push · ✅ RBAC + audit + encryption-ready
🔌 Database Integrations (adapter contracts, AP-2)
Integration-ready: adapter contracts for VAHAN, SARTHI, eGujCop/CCTNS, AFIS, NAFIS — activate on government credentials with
zero code change. Live queries activate the moment credentials are issued. DEMO mode serves clearly-tagged representative records.
See live detections.
📈 Scale Path — 50 → 80,000 cameras
Event bus is Kafka-swappable by interface (Redis pub/sub + stream running now); per-camera ingest workers shard horizontally; Timescale/S3 tier storage per retention policy; regional edge nodes relay feeds to central GPU clusters. Full sizing in the HLD.
