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Model training method and device, image processing method and device, electronic equipment and medium

A model training and image processing technology, applied in the field of image processing, can solve the problem of low model accuracy, achieve the effect of improving accuracy, improving accuracy and stability, and enhancing editability

Pending Publication Date: 2022-03-25
BEIJING OPPO TELECOMM CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The purpose of the present disclosure is to provide a model training method, an image processing method and device, electronic equipment, and a storage medium, so as to overcome the problem of low model accuracy caused by limitations and defects of related technologies at least to a certain extent

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  • Model training method and device, image processing method and device, electronic equipment and medium
  • Model training method and device, image processing method and device, electronic equipment and medium
  • Model training method and device, image processing method and device, electronic equipment and medium

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Embodiment Construction

[0028] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...

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Abstract

The embodiment of the invention relates to a model training method and device, an image processing method and device, electronic equipment and a storage medium, and relates to the technical field of image processing.The model training method comprises the steps that a decoder is trained according to a sample image, and the trained decoder is obtained; extracting a plurality of feature vectors of the sample image through an encoder, and training the encoder in combination with the reference vector spatial distribution of the trained decoder and the spatial distribution of the plurality of feature vectors to obtain a trained encoder; and according to the trained decoder, the trained encoder and the attribute editing model, obtaining an image attribute adjusting model for carrying out attribute editing on the image. According to the technical scheme, the accuracy of the model can be improved.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular, to a model training method, an image processing method, a model training device, an image processing device, electronic equipment, and a computer-readable storage medium. Background technique [0002] In the process of image processing, the attributes of face images can be edited to meet the needs of various application scenarios. [0003] In related technologies, the similarity between the reconstructed face and the input face can be used to train an encoder, and then train a model for image editing. In the above method, only the similarity is considered for model training, so the accuracy of the model is low, resulting in poor quality and low accuracy of the obtained image after attribute adjustment. [0004] It should be noted that the information disclosed in the above background section is only for enhancing the understanding of the background of the pre...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06V40/16G06V10/774G06V10/82G06V10/80G06V10/74
CPCG06N3/045G06F18/22G06F18/253G06F18/214
Inventor 朱晓杰
Owner BEIJING OPPO TELECOMM CORP LTD