pothole detection, traffic density classification, vehicle type categorization

CNN based Efficient Traffic Routing in Real-Time

🚦 An AI based traffic management system with real-time monitoring

4th sem Microprocessor and Computer Architecture project on the topic "Density based traffic control system with emergency vehicle assistance" implemented using Arduino.

Our innovative project tackles one of the most significant urban challenges: traffic congestion. We developed a GPS-enabled closed-loop traffic management system using ESP32 microcontrollers and M8N GPS modules.

A dynamic traffic control system that operates based on "traffic density" on intersection lanes / junctions to dynamically manage traffic. Using an interrupt-driven approach, the Ultrasonic sensors senses and feeds real-time traffic data into an Arduino mcu to effectively manage road traffic.

A Traffic Management Solution For Indian Roads - YOLOv8 and COCO Object Detection, as well as Use of a Novel Priority Algorithm.

Elvvo is an interactive and smart traffic management app.

The world needs new ways to make things easier! A urban traffic management system could be a part of it. This project is a demonstration of a real-world urban traffic management system. Jakarta EE with EJB components are mainly used in this application.

Intelligent Roadway Information System