To design a real time application this will recognize the license plates automatically of vehicles. The proposed. License plate recognition (LPR) system is one kind of an intelligent transport system and is of considerable interest because of its potential applications in highway electronic toll collection and traffic monitoring systems. The purpose of this paper is to develop a real time application which recognizes license plates from vehicles. The image is given as input once the license plate is detected; its digits are recognized, display. In this system the yolov5 architecture is used to detect the license plate while tesseract is used to recognize the number plate.