Computer Vision · AI · Security
CCTV Anomaly AI
Real-Time Surveillance Intelligence
YOLOv8OpenCVFastAPIPythonPostgreSQLWebSocketsDockerFFmpeg
Early Test
Phase 1
Phase 2
Phase 3
MVP Final
Overview
Multi-phase AI surveillance system evolved from prototype to production MVP. YOLOv8 detects crowd surges, loitering, intrusion, and fights across 8+ simultaneous camera feeds. WebSocket streams push annotated alerts to operator dashboards with configurable per-zone thresholds.
Highlights
- 91% detection accuracy
- 8+ simultaneous camera feeds
- 35% fewer false positives