Addressing the ever-growing challenge of urban traffic requires innovative strategies. AI traffic systems are emerging as a powerful resource to enhance passage and lessen delays. These platforms utilize current data from various inputs, including sensors, connected vehicles, and previous data, to adaptively adjust signal timing, guide vehicles, an