I will turn cctv into smart ai camera for visitor counting and face recognition

Real-time AI-powered visitor intelligence that runs on the edge, no cloud dependency, no privacy compromise.

Tech: FastAPI · React · TypeScript · PostgreSQL · Redis · Object detection · Object Tracking · TensorRT · InsightFace · FAISS

- Ultra-Fast Person Detection RT-DETR TensorRT, ~1.3ms per frame

- Face Recognition InsightFace + FAISS (CPU/GPU swapable, no code changes)

- Multi-Camera Support RTSP via GStreamer, manage all feeds from one dashboard

- Zone Analytics Draw custom zones, track occupancy, dwell time, visitor flow

- Footfall Counting Virtual counting lines with directional AB / BA tracking

- Shelf & Rack Monitoring Measure real engagement, not just foot traffic

- Live Dashboard Real-time SSE updates, heatmap, detection feed

- Rich Analytics Trends, detection history, export-ready reports

- Role-Based Access Multi-user, multi-location, multi-device management