How Re-ID Reduces Duplicate Visitor Counts in RetailWhat Is Re-ID in People Counting? Re-identification (Re-ID) is an AI technology that helps determine whether people detected at different times or locations may be the same individual. In retail peopl2 min read·foorir.hashnode.devOct 15
How AI and Computer Vision Are Redefining Retail Analytics Through Effective Foot TrafficExplore how AI, 3D vision, and edge computing are transforming retail analytics from traditional people counting into intelligent Effective Foot Traffic analysis systems.6 min read·foorir.hashnode.devJul 31
How Computer Vision Enables Privacy-Friendly Human Flow Analysis in Physical SpacesIntroduction Computer vision has changed the way machines understand the physical world. From autonomous vehicles to smart buildings, AI models are increasingly being used to analyze movement, objects5 min read·foorir.hashnode.devJul 15
Why Traditional Footfall Counting Systems Fail in Modern Retail AnalyticsExplore why traditional footfall counting systems struggle in modern retail and how AI-powered people counting improves customer traffic accuracy, data quality, and retail analytics.4 min read·foorir.hashnode.devJul 10
ToF Depth Vision & Edge ML: Engineering Human Multi-Target Tracking for Crowded Complex ScenesTraditional single-beam infrared counters and 2D RGB camera tracking modules fail to deliver accurate human target detection in dense, multi-directional crowded spaces. This article dissects the end-t9 min read·foorir.hashnode.devJun 29
