Pixel-level handwriting Chinese-character automatic-generation method, storage equipment and processing device
A Chinese character generation and handwriting technology, applied in the field of pattern recognition and machine learning, it can solve the problems of limited style changes and cumbersome algorithm steps, and achieve the effect of various style changes.
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[0038] Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only used to explain the technical principle of the present invention, and are not intended to limit the protection scope of the present invention.
[0039] The present invention adopts a generative confrontation network GAN framework, which includes a generative network model G and a discriminant network model D. The input of the generative network model is a random vector and data label, and the output is the generated sample. The optimization goal is to maximize the probability value of the output generated sample in the discriminant network model; the input of the discriminant network model is the real sample and the generated sample, and the output is A scalar representing the probability that the sample comes from the real sample. The optimization objective is to maximize the ...
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