Addressing the ever-growing problem of urban flow requires advanced methods. AI traffic systems are emerging as a powerful resource to improve movement and alleviate delays. These systems utilize real-time data from various inputs, including sensors, connected vehicles, and past patterns, to adaptively adjust signal timing, reroute vehicles, and of