Vision & Video AI
Computer vision and video analytics you can measure and trust.
Vision & Video AI
Edge vs cloud video analytics: latency, bandwidth and cost
Run video AI at the edge when uplink or response time is tight, in the cloud when you need heavy models and search, and in most sites, split between the two.
Vision & Video AIPeople counting with CCTV: how it works and how accurate it is
CCTV people counting detects people in each frame, tracks them, and counts line or zone crossings; accuracy depends on angle, crowding and light, so test it.
Vision & Video AIVideo analytics accuracy: why AI counts fail and how to prove it
AI video counts go wrong through compression, occlusion, ID switches and line jitter; prove accuracy by matching each counted crossing to a human ground truth.