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Character image gender conversion model training method and device, image generation method and device

A conversion model and image generation technology, applied in the field of image processing, can solve problems such as poor flexibility

Pending Publication Date: 2022-02-22
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] The present disclosure provides a training, image generation method and device for a character image gender conversion model, so as to at least solve the problem of poor flexibility when performing gender conversion on a character image in the related art

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  • Character image gender conversion model training method and device, image generation method and device
  • Character image gender conversion model training method and device, image generation method and device
  • Character image gender conversion model training method and device, image generation method and device

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Embodiment Construction

[0073] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0074] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consi...

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Abstract

The invention relates to a character image gender conversion model training method and device, and an image generation method and device. The method comprises the following steps: obtaining a non-paired image sample set, wherein the non-paired image sample set comprises a male character image set and a female character image set which have non-paired relation; inputting the non-paired image sample set into a first deep learning model for training to obtain a paired image generation model; inputting a to-be-paired figure image into a paired image generation model, and outputting a target figure image; inputting the paired image sample set into a second deep learning model for training to obtain a character gender conversion model, wherein the character gender conversion model is used for executing character gender conversion operations. According to the scheme provided by the invention, the problem that the flexibility is relatively poor when gender conversion is carried out on a character image in related technologies can be solved, paired image data opposite to a gender of the character image can be obtained, and a basis is provided for subsequently generating rich magic emojis.

Description

technical field [0001] Embodiments of the present disclosure relate to image processing technology, and in particular, to a training method and device for a gender conversion model of a character image, and image generation. Background technique [0002] In related technologies, the state of the face in the image of the person can be converted into other images by identifying the state of the face in the image of the person, for example, a 3D (3-Dimensional, three-dimensional) virtual image, an animation image, or a character in a fairy tale. characters etc. However, this method has poor flexibility when performing gender transformation on person images. Contents of the invention [0003] The present disclosure provides a training, image generation method and device for a character image gender conversion model, so as to at least solve the problem of poor flexibility when performing gender conversion on a character image in the related art. [0004] The technical scheme ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06T3/18
Inventor 高远石磊马国壮鲍声美车学吉包实秋黄慧娟孙阳宋丛礼万鹏飞郑文
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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