Addressing the ever-growing issue of urban traffic requires advanced approaches. Smart traffic platforms are appearing as a powerful tool to enhance movement and alleviate delays. These platforms utilize live data from various inputs, including cameras, connected vehicles, and historical patterns, to intelligently adjust traffic timing, redirect ve