StadiumAI Vision

Project Architecture & Overview

Automated video analytics system engineered for high-density sports stadiums, festivals, and transit hubs. Deploys YOLOv8 deep learning models for accurate pedestrian detection combined with homographic coordinate projection to generate bird’s-eye crowd heatmaps and alert on bottleneck surges.

Key Engineering Milestones

• ✦YOLOv8 pedestrian detection processing 30+ FPS video security feeds
• ✦Perspective transform homography generating 2D spatial density maps
• ✦Configurable bottleneck density thresholds with instant audio/visual alarm triggers
• ✦Comprehensive crowd flow vector analysis for emergency evacuation planning