India's sprawling urban centers face a website relentless pressure from ever-growing traffic congestion. This gridlock not only causes immense frustration but also has detrimental impacts on the economy and environment. To combat this persistent issue, Intelligent Transportation Systems (ITS) solutions are gaining traction as a viable approach. The