Addressing the ever-growing challenge of urban flow requires innovative strategies. Smart congestion systems are arising as a powerful instrument to improve circulation and reduce delays. These systems utilize real-time data from various inputs, including cameras, connected vehicles, and past trends, to intelligently adjust light timing, reroute ve