Research on new energy vehicle marking intelligent recognition system and application based on YOLOv5
In the context of national policy to vigorously promote the development of smart parking spaces to solve the problems of difficult charging of new energy vehicles and chaotic charging market.The article develops a new energy vehicle marking intelligent recognition system based on YOLOv5,which is deployed on intelligent ground locks and applied to charging parking spaces,which can prevent the spaces from being maliciously occupied by vehicles with no authority and maximize the charging requirements of exclusive customers.OpenCV and YOLOv5 are used to train the model,focusing on tilt correction and clarification of the input image to improve the accuracy of model recognition.The ground lock equipped with this intelligent identification system can complete real-time high-speed and accurate detection of new energy vehicle tags in complex scenarios such as dedicated charging yards,realize the application of intelligent terminals on the ground,promote the intelligent management of parking spaces,and provide part of the technological support for the intelligent and unmanned charging yard operation of subsequent branded car companies or exclusive operators.
intelligent parking spaceintelligent ground lockintelligent vehicle logo recognitioncharging field operationintelligent terminal
万方数据
维普
