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Retail Analytics with Object Detection
YOLOv8-based system for customer behavior analysis in retail: foot traffic tracking with ByteTrack, dwell time per zone, heatmap generation, and privacy-preserving face blurring.
Overview
Computer vision system for retail store analytics with privacy-preserving customer tracking.
Architecture
- YOLOv8 for person detection
- ByteTrack for multi-object tracking
- Zone-based dwell time analysis
- Heatmap generation for traffic patterns
- Privacy-preserving face blurring pipeline
Key Features
- Real-time foot traffic counting
- Zone-based dwell time analytics
- Heat map visualization
- GDPR-compliant face blurring