pothole detection, traffic density classification, vehicle type categorization

Smart Traffic Congestion Management System (TCMS) is an AI-powered system that dynamically adjusts traffic light timings based on real-time vehicle density using YOLOv5 and adaptive algorithms. It reduces congestion, optimizes traffic flow, and improves urban mobility.

CNN based Efficient Traffic Routing in Real-Time

ai-based traffic management system using real-time vehicle detection

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.

An intelligent, Arduino-based traffic control system designed to optimize urban traffic flow. Features a programmed sequential logic for Red, Yellow, and Green signals, providing a cost-effective and scalable foundation for adaptive Intelligent Transportation Systems (ITS) to reduce congestion and vehicle idling.

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.

A traffic management solution for Indian roads using YOLOv8, COCO object detection, and a novel priority algorithm.

My Paper With Code

A smart system that automates toll collection and route optimization using vehicle detection and AI-based recommendations.

Intelligent Roadway Information System