I. Introduction
Vehicle recognition on a general view, has impact on several applications such as in cases where vehicles that were stolen can be obtained back by identifying the license plate details, vehicle model details and matching them with the data at the existing databases that contains the registered data of the vehicles of a particular region. This system can also be helpful in scenarios where vehicle parking lots can be automatically allocated by identifying the vehicle model, its license plate number and the size of the vehicle. This results in the reduction of the parking spaces, without the call for manual intervention. This can also help in classifying the road lanes by categorizing lanes depending on the vehicle's model, height, speed. The vehicle recognition as seen above as various use cases and can combat the challenges in corresponding fields.