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