Rapid urbanization has significantly increased the number of vehicles on city roads, creating challenges such as traffic congestion, road accidents, and inefficient transportation systems. To address these issues, governments and city authorities are adopting artificial intelligence, computer vision, and intelligent surveillance technologies. These

As urban populations continue to grow, city administrators face increasing challenges in managing traffic congestion, ensuring road safety, and improving public mobility. Traditional traffic monitoring methods are no longer sufficient to handle the demands of modern transportation networks. Artificial intelligence, computer vision, and intelligent

Highway safety has become a critical priority as traffic volumes continue to increase across urban and intercity road networks. Traditional enforcement methods often depend on manual observation and isolated monitoring systems, making it difficult to detect every traffic violation consistently. Artificial intelligence is transforming transportation