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