Addressing the ever-growing issue of urban congestion requires cutting-edge methods. AI traffic systems are appearing as a promising resource to enhance movement and alleviate delays. These approaches utilize current data from various inputs, including devices, linked vehicles, and historical trends, to adaptively adjust light timing, redirect vehi