Image style processing method and device based on artificial intelligence and electronic equipment

A technology of artificial intelligence and processing methods, applied in the field of artificial intelligence, can solve the problems that the generative network cannot meet the needs of diverse image style migration, and the generative network cannot realize image style transformation as expected.

Pending Publication Date: 2021-05-18
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0003] With the development of deep learning, image recognition technology is applied to more and more fields and products. For the field of image style transformation, when the confrontation generation network is applied to the field of image style transformation, only rely on the discriminant network to supervise the generati...

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  • Image style processing method and device based on artificial intelligence and electronic equipment
  • Image style processing method and device based on artificial intelligence and electronic equipment
  • Image style processing method and device based on artificial intelligence and electronic equipment

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[0135] In order to make the purpose, technical solutions and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings. All other embodiments obtained under the premise of creative labor belong to the scope of protection of this application.

[0136] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset of all possible embodiments, and Can be combined with each other without conflict.

[0137] In the following description, the term "first\second\third" is only used to distinguish similar objects, and does not represent a specific ordering of objects. Understandably, "first\second\third" Where permitted, the specific order or sequencing may be interchanged such that the embodiments of the application described herein can be practiced in sequences oth...

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Abstract

The invention provides an image style processing method and device based on artificial intelligence, equipment and a computer readable storage medium. The method comprises the following steps: performing style transformation processing on a first image sample through a style generation network to obtain a second image sample; obtaining a corresponding style classification loss function when the second image sample is subjected to style classification and a corresponding content classification loss function when the second image sample is subjected to content classification; training the style generation network according to the style classification loss function and the content classification loss function; and performing style transformation processing on the first image through the trained style generation network to obtain a second image. According to the method and device, accurate image style migration can be achieved.

Description

technical field [0001] The present application relates to artificial intelligence technology, and in particular to an image style processing method, device, electronic equipment and computer-readable storage medium based on artificial intelligence. Background technique [0002] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. [0003] With the development of deep learning, image recognition technology is applied to more and more fields and products. For the field of image style transformation, when the confrontation generation network is applied to the field of image style transformation, only rely on the discriminant network to supervise the generation network for training. The resulting generative network cannot meet the needs of...

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Application Information

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IPC IPC(8): G06T3/00G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06T3/0012G06N3/084G06V40/33G06N3/045G06F18/24G06F18/253
Inventor 聂士伟黄飞石世昌
Owner TENCENT TECH (SHENZHEN) CO LTD
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