Parking lot intelligent monitoring and identification system based on deep learning algorithm

The invention discloses a parking lot intelligent monitoring and identification system based on a deep learning algorithm. The parking lot intelligent monitoring and identification system comprises animage graying processing module, an image edge extraction detection module, a linear transformation detection module, a controller, an unoccupied parking space identification module, a training modelestablishment module and a data display module. According to the invention, parking space images of an interested parking lot are extracted; and the method includes performing graying processing on the image; detecting an edge area and identifying a corresponding straight line; obtaining all edge images of the parking lot and all edge images of the parking space of the interested grayscale image;detecting all parking spaces of the parking lot; building a CNN training model through training of the training set; importing an image according to the CNN training model, zooming the image to a required size, predicting and