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Image conversion network acquisition method, acquisition device, computing equipment and storage medium

An image conversion and acquisition method technology, applied in the field of image processing, can solve the problems of low efficiency of image conversion network, long training time, difficult image conversion network, etc.

Active Publication Date: 2017-12-26
BEIJING QIHOO TECH CO LTD
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Problems solved by technology

This will require a long training time, resulting in the inefficiency of obtaining an image conversion network, and it is also difficult to obtain an image conversion network corresponding to the fused style of two style images using existing techniques

Method used

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  • Image conversion network acquisition method, acquisition device, computing equipment and storage medium
  • Image conversion network acquisition method, acquisition device, computing equipment and storage medium
  • Image conversion network acquisition method, acquisition device, computing equipment and storage medium

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Embodiment Construction

[0095] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0096] figure 1 It shows a schematic flowchart of a method for acquiring an image conversion network according to an embodiment of the present invention, the method is executed by a terminal, and the method is executed based on a trained first network, such as figure 1 As shown, the method includes the following steps:

[0097] Step S100, acquiring a first image and a second image.

[0098] Wherein, the first image and the second...

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Abstract

The invention discloses an image conversion network acquisition method, an acquisition device, computing equipment and a computer storage medium. The image conversion network acquisition method is executed based on a trained first network. The method comprises steps: a first image and a second image are acquired; and the first image and the second image are inputted to the first network respectively, according to a preset fusion weight, weighting operation is carried out on a weighting operation layer of the first network, and a second network corresponding to the style after the first image and the second image are fused is obtained. According to the technical scheme provided by the invention, by using the trained first network, the image conversion network corresponding to the style after the two style images are fused can be obtained quickly, the image conversion network efficiency can be effectively improved, and the image conversion network processing mode is optimized.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to an image conversion network acquisition method, device, computing equipment and computer storage medium. Background technique [0002] Using image stylization processing technology, the style on the style image can be transferred to the daily captured image, so that the image can obtain better visual effects. In the prior art, a given style image is directly input into a neural network (neural network), and then a large number of content images are used as sample images, and the image corresponding to the given style image is obtained after multiple iterations of training. An image conversion network is then used to implement style transfer of the input content image. This will require a long training time, resulting in inefficiency in obtaining an image conversion network. In addition, it is difficult to obtain an image conversion network corresponding to the f...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06N3/08
CPCG06N3/08G06T3/04
Inventor 申发龙颜水成曾钢程斌
Owner BEIJING QIHOO TECH CO LTD
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