Addressing the ever-growing issue of urban traffic requires innovative methods. Smart traffic systems are arising as a effective instrument to enhance passage and reduce delays. These systems utilize real-time data from various inputs, including devices, integrated vehicles, and previous patterns, to intelligently adjust signal timing, reroute vehi