Addressing the ever-growing issue of urban congestion requires cutting-edge methods. AI traffic systems are appearing as a effective resource to improve movement and lessen delays. These approaches utilize live data from various origins, including sensors, connected vehicles, and previous data, to intelligently adjust traffic timing, guide 13. Prof