TRAINING METHOD, IMAGE PROCESSING METHOD, DEVICE AND STORAGE MEDIUM FOR GENERATIVE ADVERSARIAL NETWORK

摘要

A training method, image processing method, computer device and computer-readable storage medium for a generative adversarial network. The training method comprises a generative network training step. The generative network training step comprises: extracting a first resolution sample image from a second resolution sample image (S1); separately providing a first input image and a second input image to a generative network so as to respectively generate a first input image-based first output image and a second input image-based second output image (S2); separately providing the first output image and the second resolution sample image to a discrimination network, and the discrimination network outputting a first output image-based first discrimination result and a second resolution sample image-based second discrimination result (S3); and adjusting parameters of the generative network so as to reduce the loss function of the generative network (S4), thereby obtaining the required images.