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Character attribute identification method and device, equipment and medium

A technology for attribute recognition and characters, applied in the field of deep learning, can solve problems such as poor character color recognition, achieve the effect of improving recognition accuracy, increasing the number, and improving the recognition effect

Active Publication Date: 2021-03-16
长沙海信智能系统研究院有限公司
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  • Description
  • Claims
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Problems solved by technology

[0003] The embodiment of the present application provides a method, device, equipment, and medium for character attribute recognition to solve the problem of poor recognition of character color in the prior art

Method used

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  • Character attribute identification method and device, equipment and medium
  • Character attribute identification method and device, equipment and medium
  • Character attribute identification method and device, equipment and medium

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Embodiment Construction

[0026] The characteristics and exemplary embodiments of various aspects of the application will be described in detail below. In order to make the purpose, technical solution and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described here are only intended to explain the present application rather than limit the present application. It will be apparent to one skilled in the art that the present application may be practiced without some of these specific details. The following description of the embodiments is only to provide a better understanding of the present application by showing examples of the present application.

[0027] It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and d...

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Abstract

The invention discloses a character attribute identification method and device, equipment and a medium. The character attribute recognition method comprises the steps: acquiring a target image that comprises a plurality of first objects; inputting the target image into a target person attribute identification model obtained by training to obtain an attribute identification result of each first object, wherein the target person attribute identification model comprises a target backbone network module, a target attribute positioning module and a first target classification module, and the firsttarget classification module can identify color attribute categories of different first objects through weight sharing. According to the embodiment of the invention, the complexity of the network framework of the target person attribute recognition model is reduced, the recognition accuracy of the target person attribute recognition model for the color attribute can be effectively improved, and the recognition effect of the color attribute is improved.

Description

technical field [0001] The present application belongs to the technical field of deep learning, and in particular relates to a character attribute recognition method, device, equipment and medium. Background technique [0002] With the continuous development of deep learning, the application of computer vision is becoming more and more extensive; the recognition of people based on computer vision is helpful to realize functions such as missing person search, person tracking or security protection. In many cases, the recognition of character color is of great significance to the recognition of character identity; however, due to the influence of factors such as the diversity of character clothing, the colors corresponding to different body parts of the same character may be different, which easily leads to the identification of character color. The recognition effect is poor. Contents of the invention [0003] Embodiments of the present application provide a method, device...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62
CPCG06V40/103G06V20/46G06V10/56G06F18/214
Inventor 吴婷闾凡兵牟三钢曾海文
Owner 长沙海信智能系统研究院有限公司
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