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Real-time shelf stock-out detection using cameras
shelf monitoring in retail store: current out-of-stock challenges Retail teams still rely heavily on manual shelf monitoring, and this creates costs and gaps. Staff walk aisles, scan planograms, and record shelf conditions on clipboards or tablets. These routines are labour intensive and often inconsistent, so human error leads to missed signs of low stock. For […]
Queue management with CCTV in checkout lanes
Queue management with CCTV in checkout lanes Queue Management System Fundamentals at Retail Checkout Lines A modern store cannot ignore the pressure of long lines. Retailers now use a queue management system to keep pace with peak hours and shifting customer patterns. This management system turns passive video into operational signals that trigger action. For […]
Retail analytics: heatmaps and people counting solution
people counting and analytics in retail supermarkets People counting technology records the number of people entering and leaving a space and it reports movement inside. The technology spans overhead sensors, camera-based counts, and AI. Retailers use people counting to see how many shoppers arrive during an hour. As a result, they can allocate staff, reduce […]
Shoplifting detection with AI-powered video analytics
Understanding Retail Theft and Shrinkage in Retail Stores Shoplifting detection and broader retail security begin with clear definitions. Retail theft is the loss of inventory through external or internal actions, and shrinkage is the aggregate of those losses including damage, error, and theft. Globally, retailers report steady pressure from retail crime, and shrinkage eats into […]
Milestone XProtect AI video analytics for retail stores
milestone xprotect video analytics solution Milestone XProtect has become a standard in retail security. It provides a flexible VIDEO ANALYTICS solution that integrates with existing cameras, and it scales with store growth. Retail teams can manage cameras centrally and deploy advanced AI models at the edge. As a result, security and operations teams gain consistent […]
AI video analytics for retail operations
video analytics for retail Video analytics for retail turns cameras into live sensors. Today AI and computer vision convert in-store cameras into data sources that drive decisions. First, the system detects people and movement. Then it measures footfall, dwell time, and traffic patterns. Also it builds heatmaps that show where shoppers stop. In addition, queue […]
