The Intelligent Transportation Systems (ITS) aims to develop intelligent transportation solutions covering land, sea and air segments that would immensely benefit a large segments of users or key stakeholders/organizations from both social and economic angles. One of the major solutions that we intend to work on is the development of an AI-based next generation traffic control system. Presently, many cities rely on coordinated traffic responsive systems which depend on inductive loop detectors to detect vehicles to control and manage the road traffic. These inductive-loop-based control approaches have been applied for several decades and exhibit major drawbacks such as reliability of loops, limited data, inaccurate data, no data such as queue lengths, etc.