jahed0307/traffic-management-system repository overview

⁠Traffic-Management-System

This Is project of Traffic Management System Using Python and Machine Learning *The Intelligent Traffic Monitoring System is a comprehensive Project aimed to leveraging computer vision technique to enhance traffic management and monitoring. *The System Employs OpenCV for real-time vehicle detection and tracking,coupled with data visualizaition using matplotlib for historical analysis. *The Project focuses on counting vehicles as they cross a designated line,estimating their speed, and visualizing the time-series data for actionable insights. Problem Definition:- 1)Real-Time Vehicle Detection. 2)Vehicle Counting 3)Speed Estimation 4)Data Logging 5)Data Visualization

Scope of Project:- 1)Optimized Traffic Flow 2)Dynamic Signal Timings 3)Vehicle Count and Classification 4)Speed Detection and Enforcement 5)Data Visualization and Analytics 6)Smart City Integration