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Face attribute recognition method and device, electronic equipment and storage medium

An attribute recognition and attribute technology, applied in the field of image recognition, can solve the problems of not considering the correlation of face attributes, poor accuracy of multi-attribute face recognition, and low calculation speed

Pending Publication Date: 2020-07-07
BEIJING SENSETIME TECH DEV CO LTD
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Problems solved by technology

Since the correlation between face attributes is not considered, the accuracy of multi-attribute face recognition is poor, and the calculation speed is low

Method used

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  • Face attribute recognition method and device, electronic equipment and storage medium
  • Face attribute recognition method and device, electronic equipment and storage medium
  • Face attribute recognition method and device, electronic equipment and storage medium

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Embodiment Construction

[0118] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0119] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0120] The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the term "at least one" herein mean...

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Abstract

The invention relates to a face attribute recognition method, a face attribute recognition device, electronic equipment and a storage medium. The face attribute recognition method is characterized bycomprising the following steps of: extracting features of a human face in an image; carrying out preset recognition of multiple types of human face attributes according to the features of the human face, and acquiring a probability prediction result of each type of human face attributes; and determining an attribute recognition result of the human face in the image according to the probability prediction result of each type of human face attributes. The face attribute recognition method and the face attribute recognition device can achieve the recognition of various types of face attributes atthe same time, and improve the recognition efficiency of face attribute recognition.

Description

technical field [0001] The present disclosure relates to the technical field of image recognition, and in particular to a face attribute recognition method and device, electronic equipment, and a storage medium. Background technique [0002] In the traditional face attribute recognition technology, when it is necessary to recognize multiple attributes of a face, it is necessary to recognize multiple single-attribute faces, and then integrate the results of multiple single-attribute face recognition. Since the correlation between face attributes is not considered, the accuracy of multi-attribute face recognition is poor, and the calculation speed is low. Contents of the invention [0003] The present disclosure proposes a technical solution for face attribute recognition. [0004] According to an aspect of the present disclosure, a face attribute recognition method is provided, including: [0005] Extract the features of the face in the image; [0006] Carrying out the r...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06V40/174G06V40/178G06V40/172G06V40/168G06N3/045G06F18/2415G06F18/214G06N3/04
Inventor 王飞陈科宇钱晨
Owner BEIJING SENSETIME TECH DEV CO LTD
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