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A face image processing method, device and storage medium

A face image and processing method technology, applied in the field of computer vision, can solve the problems of not considering the particularity of face attribute recognition, affecting the accuracy of face attribute recognition, etc., and achieve the effect of improving the accuracy rate

Active Publication Date: 2022-04-05
BEIJING SENSETIME TECH DEV CO LTD
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  • Description
  • Claims
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Problems solved by technology

Therefore, the recognition of face attributes has inherent error, and the prior art does not consider this particularity of face attribute recognition, which will affect the accuracy of face attribute recognition

Method used

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  • A face image processing method, device and storage medium
  • A face image processing method, device and storage medium
  • A face image processing method, device and storage medium

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Embodiment Construction

[0098] 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.

[0099] 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.

[0100] In addition, in order to better illustrate the present disclosure, numerous specific details are given in the following specific implementation manners. It will be understood by those skilled in the art that the present disclosure may be practiced without some of the specific details. In some instances, methods, means, componen...

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Abstract

The present disclosure relates to a face image processing method, device, and storage medium, which includes: acquiring a face image; performing face attributes of the face image according to face features extracted from the face image Recognition to obtain the first attribute value representing the predicted attribute of the face image; comparing the difference between the first attribute value and the second attribute value representing the real attribute of the face image with a preset threshold to obtain a comparison result; Wherein, the preset threshold is determined according to the dataset information of the dataset to which the face image belongs; according to the comparison result, it is determined whether the obtained first attribute value meets the expected requirement. Through the face image processing solutions provided by the embodiments of the present disclosure, the accuracy of face attribute recognition can be improved.

Description

technical field [0001] The present disclosure relates to the field of computer vision, and in particular to a face image processing method, device and storage medium. Background technique [0002] In the field of computer vision, machine learning technology has been widely used in image classification, image positioning, image segmentation, image recognition and other application directions. In view of the excellent performance of machine learning technology in image processing, machine learning technology can be used for face attribute recognition and other related tasks. [0003] Currently, face attributes can be identified based on face images using machine learning techniques. However, most image processing methods do not take into account the particularity of face attribute tasks, which can be reflected in the inherent error in face attribute recognition. For example, if a person is well maintained, we tend to be at a lower age for identification; if a person is not w...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V40/16
CPCG06V40/161G06V40/168G06V40/172
Inventor 王飞钱晨
Owner BEIJING SENSETIME TECH DEV CO LTD