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Image scene recognition method, device and electronic equipment based on artificial intelligence

A scene recognition and image technology, applied in the field of artificial intelligence, can solve problems such as the inability to effectively perform high-accuracy scene recognition, and achieve the effect of improving accuracy

Active Publication Date: 2021-10-22
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The primary task of image understanding is to identify the image scene. For example, for video, it is necessary to identify the scene where the plot occurs in the video. By understanding the scene where the plot occurs in the video, determine the label of the video, so as to perform efficient video Recommendation, for example, for photos taken by mobile phones, it is necessary to identify the scene of the photo, and determine the label of the photo by understanding the scene of the photo, so as to improve the efficiency of photo classification and storage, but the image recognition of related technologies is mainly for a specific Object extraction features cannot effectively perform high-accuracy scene recognition

Method used

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  • Image scene recognition method, device and electronic equipment based on artificial intelligence
  • Image scene recognition method, device and electronic equipment based on artificial intelligence
  • Image scene recognition method, device and electronic equipment based on artificial intelligence

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Embodiment Construction

[0044] In order to make the purpose, technical solutions and advantages of the present application clearer, the present application will be described in further detail below with reference to the accompanying drawings. All other embodiments obtained under the premise of creative work fall within the scope of protection of the present application.

[0045] In the following description, reference is made to "some embodiments" which describe a subset of all possible embodiments, but it is understood that "some embodiments" can be the same or a different subset of all possible embodiments, and Can be combined with each other without conflict.

[0046] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein are only for the purpose of describing the embodiments of the present application, and are not intended to limi...

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Abstract

The present application provides an image scene recognition method, device, electronic device, and computer-readable storage medium based on artificial intelligence; the method includes: acquiring the global features of the image; performing attention processing on the image to obtain the background in the image at least one local area; obtain local features of each of the local areas, and perform fusion processing on at least one of the local features and the global feature to obtain a fusion feature of the background in the image; based on the fusion feature, the Scene classification processing is performed on the image to obtain the scene to which the image belongs. Through the present application, the accuracy of image scene recognition can be improved.

Description

technical field [0001] The present application relates to artificial intelligence technology, and in particular, to an artificial intelligence-based image scene recognition method, apparatus, electronic device, and computer-readable storage medium. Background technique [0002] Artificial intelligence (AI, Artificial Intelligence) 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] The primary task of image understanding is to identify the image scene. For example, for video, it is necessary to identify the scene where the plot occurs in the video. By understanding the scene where the plot occurs in the video, determine the label of the video, so as to carry out efficient video. It is recommended, for example, for photos taken by mobile phones, it is nec...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08
CPCG06N3/04G06N3/08G06V20/40G06V10/44G06F18/241
Inventor 郭卉
Owner TENCENT TECH (SHENZHEN) CO LTD