License plate generation method based on generative adversarial network
A license plate and network technology, applied in the computer field, can solve the problem of random license plate image labels, and achieve the effect of enriching license plate image data sets, high application value, and covering a wide range of scenes.
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[0057] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0058] Please refer to figure 1 , the present invention provides a method for generating a license plate based on generating an adversarial network, comprising the following steps:
[0059] Step S1: obtain the license plate character base and the background image for generating the template license plate;
[0060] Step S2: Randomly select characters according to the license plate composition, use OpenCV to insert the characters into the background image, synthesize the template license plate, and carry out image enhancement to the template license plate to obtain the template license plate image set;
[0061] Step S3: build the license plate generation network based on the encoding-decoding structure, including the license plate encoding network based on the convolutional neural network, the decoding generation network based on StyleGAN2, the license p...
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