Addressing the ever-growing problem of urban traffic requires cutting-edge approaches. AI traffic solutions are arising as a effective instrument to enhance circulation and alleviate delays. These systems utilize real-time data from various sources, including cameras, integrated vehicles, and past trends, to intelligently adjust signal timing, guid