Addressing the ever-growing issue of urban traffic requires advanced methods. AI traffic solutions are arising as a promising resource to optimize circulation and lessen delays. These approaches utilize current data from various sources, including sensors, linked vehicles, and past trends, to intelligently adjust signal timing, guide vehicles, and