Real-Time Traffic Management System Using IoT and AI Analytics

To create an intelligent traffic monitoring system that uses IoT sensors and AI algorithms to optimize traffic flow, reduce congestion, and provide predictive insights for urban planning.

Research IoT-based traffic sensing devices and communication protocols.

Develop modules for real-time vehicle detection and traffic density measurement.

Apply AI/ML algorithms for traffic prediction and congestion detection.

Design a user interface for traffic monitoring and control visualization.

Implement alert systems for accidents, jams, and route suggestions.

Test the system using simulated traffic data or small-scale real deployment.

Evaluate performance metrics like congestion reduction and response time.

Prepare detailed project documentation including architecture, algorithms, and results.