Image processing method and device, model training method and device, medium and equipment

An image processing and image technology, applied in the computer field, can solve problems such as poor image processing effect

Pending Publication Date: 2020-10-20
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

[0004] Based on this, it is necessary to provide an image processing, model training method, de

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  • Image processing method and device, model training method and device, medium and equipment
  • Image processing method and device, model training method and device, medium and equipment
  • Image processing method and device, model training method and device, medium and equipment

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[0046] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0047] figure 1 It is an application environment diagram of an image processing method in an embodiment. refer to figure 1 , the image processing method is applied to an image processing system. The image processing system includes a terminal 110 and a server 120 . Terminal 110 and server 120 are connected via a network. The terminal 110 may specifically be a desktop terminal or a mobile terminal, and the mobile terminal may specifically be at least one of a mobile phone, a tablet computer, or a notebook computer. The server 120 can be implemented by an independent se...

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Abstract

The invention relates to an image processing method and device, a model training method and device, a medium and equipment. The image processing method comprises: obtaining a to-be-processed image belonging to a first image category and a reference image belonging to a second image category; encoding the to-be-processed image to obtain a content feature map corresponding to the to-be-processed image; encoding the reference image to obtain a category feature parameter corresponding to the second image category; performing category conversion on the content feature map through the category feature parameters to obtain an intermediate image; and decoding the intermediate image to reconstruct a target image corresponding to the to-be-processed image and belonging to the second image category.According to the scheme provided by the invention, the image conversion effect is improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an image processing and model training method, device, medium and equipment. Background technique [0002] With the development of computer technology and the advancement of image processing technology, image-based processing methods have become more and more diverse. Currently commonly used image processing techniques such as image feature conversion processing, such as image color feature conversion, image light and shadow feature conversion, or image style feature conversion. [0003] However, in the traditional image processing process, the image feature conversion process is mainly achieved by diffusing the image texture of the target feature to the image area of ​​the image to be processed based on texture synthesis. However, when this method is used for processing, it is easy to cause mismatching, which leads to poor image processing effect. Contents of the ...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06T3/00
CPCG06T3/0012G06V10/751G06F18/241
Inventor 程衍华
Owner TENCENT TECH (SHENZHEN) CO LTD
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