Addressing the ever-growing problem of urban traffic requires advanced methods. Artificial Intelligence traffic systems are appearing as a effective resource to enhance passage and lessen delays. These approaches utilize live data from various origins, including devices, connected vehicles, and past trends, to adaptively adjust signal timing, rerou