Real-time AI-powered anomaly detection for video surveillance.
Embedding Qdrant Edge directly into cameras means only anomalous frames leave the device. Cloud costs drop, latency disappears, and operators see what matters in real time.
Measured on ShanghaiTech campus CCTV dataset
Live demo on ShanghaiTech campus CCTV: 12 cameras, 3 zones, real-time detection