Vehicle Detection & Counting Software

A desktop-based computer vision application designed to automatically detect and count vehicles from video/camera footage. The system processes video frames using OpenCV and identifies vehicles moving through a predefined monitoring area. Key Features: Real-time vehicle detection Automatic vehicle counting Video/camera feed processing Region-based counting Frame-by-frame image processing Desktop GUI built with PySide6 Visual display of detected vehicles Counting and tracking logic Performance-focused video processing My Role: Designed and developed the complete application, including the computer vision processing pipeline, vehicle detection/counting logic, desktop interface, and application integration.