An AI-Powered Traffic Management System (TMS) optimizes traffic flow, improves road safety, and reduces congestion by utilizing AI algorithms , machine learning (ML) models, IoT sensors , and real-time data analysis . This system can dynamically adjust traffic signals based on traffic density, vehicle speed, and road conditions. The project includes the design, implementation, and monitoring processes, which we'll break down step by step. 1. Project Overview The goal of this project is to develop an AI-powered traffic management system that can: Predict traffic congestion Control traffic signals dynamically based on traffic flow Optimize vehicle routing to avoid congestion Monitor road conditions and adjust traffic lights accordingly Provide real-time data analytics for urban planners 2. System Design The AI Traffic Management System will consist of multiple components working together to collect data, process it, and make real-time decisions about traffic management. Syste...