Image processing model generation method and device, equipment, medium and program product

The invention relates to an image processing model generation method and device, equipment, a medium and a program product. The method comprises the following steps: based on a preset search space, searching to obtain at least two candidate combinations for generating an image processing model; wher...

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1. Verfasser: ZHANG MANYUAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to an image processing model generation method and device, equipment, a medium and a program product. The method comprises the following steps: based on a preset search space, searching to obtain at least two candidate combinations for generating an image processing model; wherein the preset search space comprises at least two of a first sub-search space, a second sub-search space and a third sub-search space; the first sub-search space is used for searching a hyper-parameter corresponding to data cleaning, and the hyper-parameter corresponding to the data cleaning is used for performing data cleaning on a training image set; the second sub-search space is used for searching a hyper-parameter corresponding to a loss function; the third sub-search space is used for searching a hyper-parameter corresponding to the network structure; training based on the at least two candidate combinations to obtain at least two candidate image processing models in one-to-one correspondence with the at lea