Picture generation method and device based on neural network

A technology of image generation and neural network, applied in the computer field, can solve problems such as easy distortion of images

Active Publication Date: 2022-02-25
MASHANG CONSUMER FINANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The embodiment of the present application provides a neural network-based image generation method and device to solve the problem that the generated image is easily distorted when the user has physical movement

Method used

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  • Picture generation method and device based on neural network
  • Picture generation method and device based on neural network
  • Picture generation method and device based on neural network

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Embodiment Construction

[0025] In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0026] The terms "first", "second" and the like in the specification and claims of the present application are used to distinguish similar objects, and are not used to describe a specific sequence or sequence. It should be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments of the application...

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Abstract

The invention discloses a picture generation method and device based on a neural network. The method comprises the steps of acquiring first data and second data of a target user, wherien the first data comprises UV graph data of the target user, and the second data is used for reflecting body movement of the target user; and based on the first data, the second data and a pre-trained target neural network model, generating a target picture corresponding to the target user.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a neural network-based image generation method and device. Background technique [0002] With the development of science and technology, user image generation based on neural network models has become more and more common. [0003] In the process of generating user pictures in related technologies, traditional rendering is performed based on the original user pictures to obtain a certain distorted user picture, and then the distorted user picture is input into a neural network model to obtain a generated user picture. [0004] However, this image generation method in the related art does not consider the user's physical movement factor, and the generated image is likely to be distorted in the case of the user's physical movement. Contents of the invention [0005] Embodiments of the present application provide a neural network-based picture generation method and de...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T17/00G06T15/00G06T9/00G06N3/04G06N3/08
CPCG06T17/00G06T15/005G06T9/002G06N3/08G06N3/048G06N3/045
Inventor 杨春勇王洪斌蒋宁吴海英曾琳铖曦刘敏
Owner MASHANG CONSUMER FINANCE CO LTD
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