Traffic congestion is a pervasive issue involving cities worldwide. To mitigate this problem, an automated system for real-time traffic management is essential. Such a system could employ a network of sensors to collect data on traffic flow, collision reports, and weather conditions. This information would then be processed by sophisticated algorit