Image processing method and device, model training method and device, computer equipment and storage medium

An image processing and model technology, applied in the field of image processing, can solve problems such as low image processing efficiency, cumbersome operations, and high requirements for user hands-on ability, and achieve the effects of improving image processing efficiency, avoiding cumbersome operations, and accelerating convergence speed

Active Publication Date: 2020-07-10
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0003] However, the current image processing method requires manual operations by the user, such as manually selecting the image area to be processed or manually selecting the material to beautify the image, etc.
This image processing method is cumbersome to operate, and requires high hands-on ability of the user, resulting in low efficiency of image processing

Method used

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  • Image processing method and device, model training method and device, computer equipment and storage medium
  • Image processing method and device, model training method and device, computer equipment and storage medium
  • Image processing method and device, model training method and device, computer equipment and storage medium

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[0060] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0061] The image processing method provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. Wherein, the terminal 102 can be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices, and the server 104 can be realized by an independent server or a server cluster composed of multiple servers. Either the terminal 102 or the server 104 can be used to execute the image processing ...

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Abstract

The invention relates to an image processing method and device, a model training method and device, computer equipment and a storage medium. The image processing method comprises the steps: obtainingan initial face image and a template face image; respectively encoding the initial face image and the template face image to obtain a face identity feature of the initial face image and an attribute feature of the template face image; jointly encoding the initial face image and the template face image to obtain a common encoding feature jointly corresponding to the initial face image and the template face image; fusing the facial identity feature, the attribute feature and the common coding feature to obtain a target feature; decoding the target feature to obtain a target face image, wherein the target face image is matched with the face identity feature of the initial face image and is matched with the attribute feature of the template face image. The method can improve the image processing efficiency.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to an image processing, model training method, device, computer equipment and storage medium. Background technique [0002] With the continuous development of artificial intelligence in image processing technology, it is becoming more and more common to personalize images or videos on computer devices and generate new images or videos. For example, after the user takes a photo through the terminal, he performs personalized processing on the photo taken to generate a new image. [0003] However, the current image processing method requires manual operations by the user, such as manually selecting an image area to be processed or manually selecting materials for beautifying the image. This image processing method is cumbersome to operate, and requires high hands-on ability of the user, resulting in low efficiency of image processing. Contents of the invention ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08G06N20/00G06T3/00G06T5/00G06T9/00
CPCG06T3/0012G06T5/005G06T9/002G06N3/08G06N20/00G06T2207/20081G06T2207/20084G06T2207/30201G06V40/168G06V40/172G06N3/045G06F18/253
Inventor 曹赟倪辉陈旭朱俊伟邰颖葛彦昊汪铖杰李季檩
Owner TENCENT TECH (SHENZHEN) CO LTD
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