India's sprawling metropolises face a relentless burden from ever-growing traffic congestion. This gridlock not only leads to immense frustration but also has harmful impacts on the economy and environment. To combat this persistent issue, Intelligent Transportation Systems (ITS) solutions are becoming increasingly popular as a viable strategy. The