🎯 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
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.