Image processing method and device, equipment and computer readable storage medium

An image processing and sample image technology, which is applied in the computer field and can solve the problems of limited usage scenarios and low processing accuracy.

Active Publication Date: 2021-12-21
TENCENT CLOUD COMPUTING BEIJING CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Avatar conversion is generally implemented based on image processing models, but practice has found that current image processing models only use the facial features of the target avatar to replace the facial features of the original avatar when performing the task of avatar conversion. restricted

Method used

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  • Image processing method and device, equipment and computer readable storage medium
  • Image processing method and device, equipment and computer readable storage medium
  • Image processing method and device, equipment and computer readable storage medium

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Embodiment Construction

[0095] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.

[0096] The embodiment of the present application relates to artificial intelligence (Artificial Intelligence, AI) and machine learning (Machine Learning, ML). Among them, AI is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technology of computer science; it mainly produces a new intelligent machine that can respond in a similar way to human intelligence by understanding the essence of intelligence, making intelligent machines capable of perception, reasoning and decision-making and other functions.

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PUM

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Abstract

The embodiment of the invention provides an image processing method and device, equipment and a computer readable storage medium. The method comprises the following steps: acquiring a training sample set of an image processing model, selecting a first sample image xi from a sample set, calling a first generation network to generate and process the first sample image xi to obtain a first prediction image xi', selecting a second sample image yk from the sample set, calling the first generation network to generate and process the second sample image yk to obtain a second prediction image y'k; calling a second generation network to generate the second sample image yk to obtain a third prediction image y'k', and updating the parameters of the image processing model according to the difference between each sample image and the corresponding prediction image; and iteratively training the image processing model until the image processing model reaches convergence, so that the processing accuracy of the image processing model is better improved, and the use scene of the image processing model is expanded.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an image processing method, device, equipment and computer-readable storage medium. Background technique [0002] With the continuous development of computer technology, image processing technology has been widely developed; among them, using image processing technology to realize avatar transformation is a relatively new attempt and application. The so-called avatar transformation refers to the process of replacing the original avatar in the image with the target avatar. . Avatar conversion is generally implemented based on image processing models, but practice has found that the current image processing models only use the facial features of the target avatar to replace the facial features of the original avatar when performing the task of avatar conversion. restricted. Contents of the invention [0003] Embodiments of the present invention provide an image proces...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06K9/46G06K9/62
CPCG06T3/0012G06F18/214G06T9/00G06V10/82G06V10/764G06V10/774G06V40/10G06V40/103G06T7/194G06T7/11G06V10/25G06V10/761G06T5/005G06T5/50G06T2207/20081G06T2207/20221
Inventor 朱飞达邰颖汪铖杰李季檩
Owner TENCENT CLOUD COMPUTING BEIJING CO LTD
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