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.
