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Image style migration method and device, electronic device and storage medium

A style and image technology, applied in the field of image processing, can solve the problem of low efficiency of image style transfer, achieve the effect of reducing the difficulty of data processing, reducing the amount of data processing, and efficient style transfer processing

Pending Publication Date: 2021-09-24
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
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Problems solved by technology

[0004] The present disclosure provides an image style transfer method, device, electronic equipment, and storage medium to at least solve the problem of low image style transfer efficiency in related technologies

Method used

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  • Image style migration method and device, electronic device and storage medium
  • Image style migration method and device, electronic device and storage medium
  • Image style migration method and device, electronic device and storage medium

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Embodiment Construction

[0051] 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.

[0052] 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.

[0053] The image style transfer method provided by this disclos...

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Abstract

The invention relates to an image style migration method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining a to-be-processed image; performing image down-sampling processing on the to-be-processed image to obtain a down-sampled image; inputting the down-sampled image into a pre-trained style migration network to obtain a style migration feature map; using the pre-trained style migration network for converting an original image style in the down-sampled image into a target image style; and performing super-resolution processing on the style migration feature map to obtain a target style image. According to the invention, the image stylized migration efficiency is improved on the premise that the stylized migration effect is almost not lost.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular to an image style transfer method, device, electronic equipment, and storage medium. Background technique [0002] Image style migration is to replace an image with another style while keeping the content unchanged, so that ordinary people or scenery pictures can be converted into various artistic style effects, such as hand-painted style, animation (two-dimensional) style, etc. The technology can be widely used in image processing, computer picture synthesis and computer vision. [0003] In related technologies, the current image style image method generally directly converts the input image into a low-resolution target style image through a trained neural network, and then generates the final style transfer result based on the low-resolution target style image. Since the neural network generates images with specific style features, this makes the neural netw...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06T3/40G06K9/46G06N3/04G06N3/08
CPCG06T3/4053G06N3/04G06N3/084G06T3/04
Inventor 李梦天肖逸黄海斌郑屹马重阳
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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