Traffic congestion is a major issue in urban areas. This project presents a solution using AI and computer vision to manage traffic signals intelligently. The system analyzes live images from cameras ...

The Smart Traffic ... timing based on traffic density. 📂 Project Structure main.py → Runs the traffic management system traffic_control.py → Controls traffic light logic vehicle_detection.py → ...

A Smart Traffic Flow Management System (STFMS) is a digital system used to regulate the sequence of traffic lights at a junction. It was developed using image processing and verilog ... is a key focus ...

Abstract: In order to solve the problem of road congestion, a smart traffic management system is designed in this paper. The hardware control language Verilog for FPGA is used ... Analog circuits are ...