Smart Vision System
The Problem
Small and medium-sized businesses typically rely on traditional surveillance systems that are entirely passive. These systems merely record video, offering no real-time analysis of customer movement, no accurate visitor counting, and no proactive threat detection, leaving owners blind to actionable insights.
The Solution
The Smart Vision System is a comprehensive, AI-powered real-time video monitoring and analysis platform. It actively transforms raw, existing CCTV camera streams into an intelligent command center, extracting live visitor traffic data and delivering critical security alerts.
Technical Deep Dive
Advanced AI Processing Layer
Utilizes YOLOv8 for highly accurate, real-time person detection, paired with a specialized custom YOLO model for critical weapon detection.
Persistent Multi-Object Tracking
Implements ByteTrack to assign persistent IDs, utilizing OpenCV and supervision for efficient frame processing and bounding box annotation.
Spatial & Behavior Analytics
Automated Entry/Exit counting, polygon zone occupancy tracking, loitering behavior calculation, and density heatmap generation.
Real-Time Next.js Dashboard
Operator frontend built with Next.js and Zustand, connected via WebSockets for live multi-camera monitoring.
Business Value
"Revolutionizes commercial operations by turning standard surveillance cameras into proactive business intelligence and security agents, optimizing floor layouts and drastically enhancing physical safety."
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