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.

developed a fully embedded AI-powered smart traffic management system that dynamically controls traffic lights based on real-time road density using computer vision. The system is also capable of detecting traffic violations such as wrong-way driving, illegally parked vehicles, and road accidents.

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.

Real-Time Smart Traffic & Data Routing System using Dijkstra’s Algorithm, Multi-Commodity Flow, and ML-based congestion prediction. The system analyzes live traffic, predicts congestion, distributes traffic across multiple routes, and provides smart real-time route optimization through an interactive dashboard and network graph visualization.

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

A Java-based Traffic Management System for managing vehicles, violations, and traffic operations using OOP principles.

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.

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

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.

My Paper With Code

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 C++ Win32 desktop application with Oracle Database integration for managing traffic violations, drivers, vehicles, fines, payments, and reports.

Intelligent Roadway Information System