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Method and device for converting image, electronic equipment and computer readable medium

A technology for converting images and images, which is applied in the computer field, can solve problems such as slow calculation speed, large amount of calculation, and multiple failure examples, and achieve the effect of speeding up the process of converting images, improving pertinence and effectiveness, and realizing real-time conversion

Active Publication Date: 2020-10-16
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The cartoon drawing algorithm based on this method is faster, but the effect is poor, which cannot meet the actual use scenario
The effect of the deep learning image algorithm is closer to the animation effect than the traditional algorithm, but there are many failure samples in this method, and because there are many network parameters, the calculation amount is large, and the calculation speed is slow, which cannot meet the real-time requirements

Method used

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  • Method and device for converting image, electronic equipment and computer readable medium
  • Method and device for converting image, electronic equipment and computer readable medium
  • Method and device for converting image, electronic equipment and computer readable medium

Examples

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Embodiment Construction

[0018] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these examples are provided so that the understanding of this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0019] It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. In the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.

[0020] It should be noted that conc...

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PUM

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Abstract

The embodiment of the invention discloses a method and device for converting an image, electronic equipment and a computer readable medium. A specific embodiment of the method comprises the steps of obtaining a to-be-processed image and type conversion information corresponding to the to-be-processed image, wherein the type conversion information is used for indicating to convert the to-be-processed image into a specified type of image; extracting image features from the to-be-processed image based on the type conversion information; and performing image processing on the image features and the to-be-processed image to obtain a target specified type image corresponding to the to-be-processed image. According to the embodiment, the quality of obtaining the converted image is improved, the efficiency of converting the image is improved, and the real-time conversion of the image is facilitated.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a method, device, electronic device, and computer-readable medium for converting an image. Background technique [0002] With the development of science and technology, users can process images through various techniques to achieve specific effects. For example, users can achieve beauty effects, retro effects, cartoon effects, etc. through various applications. [0003] In the prior art, traditional image algorithms or deep learning image algorithms are usually used to process images. Among them, traditional image algorithms usually use edge-preserving filtering or image smoothing methods to remove details in the image and obtain a sparse texture similar to cartoon animation. At the same time, use the edge extractor to extract the edge contour of the image, and paste back the extracted smooth image, imitating the stroke of the cartoon image. T...

Claims

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Application Information

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IPC IPC(8): G06T3/00G06N3/04G06N3/08G06N20/00
CPCG06N3/08G06N20/00G06N3/045G06T3/04
Inventor 王欣睿
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD