Project Overview
This project explores how browser-based video analysis can be used to detect and count vehicles from recorded traffic footage. The goal is to create a lightweight dashboard that can support traffic monitoring, facility planning, and space usage analysis.
Business Problem
Traffic and space usage decisions often require manual observation. This prototype shows how video data can be transformed into measurable counts for analysis and reporting.
Technical Approach
The application uses a video source, object detection, a counting line, and live dashboard counters to identify when vehicles cross a defined area.
Portfolio Value
This project demonstrates front-end development, JavaScript logic, browser-based analytics, computer vision concepts, and dashboard presentation.
Live Detection Area
Video Feed
The video below is used as the source for vehicle detection and counting. Detected objects are displayed using visual overlays.
Methodology
Input
A recorded traffic video is loaded directly in the browser.
Detection
A browser-based object detection model identifies vehicles in the video frame.
Counting Logic
Vehicles are counted when they cross a defined line in the selected direction.
Dashboard
The live count is displayed in a simple dashboard for quick interpretation.