Addressing the ever-growing issue of urban congestion requires advanced strategies. Smart flow systems are arising as a promising resource to enhance circulation and alleviate delays. These platforms utilize real-time data from various sources, including cameras, integrated vehicles, and past data, to intelligently adjust light timing, redirect veh