Addressing the ever-growing challenge of urban congestion requires cutting-edge methods. Artificial Intelligence traffic systems are arising as a powerful instrument to enhance movement and lessen delays. These approaches utilize current data from various sources, including cameras, integrated vehicles, and past data, to dynamically adjust signal t