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Attendance method, system, electronic device and storage medium based on face recognition

A face recognition and personnel technology, applied in the field of machine learning, can solve the problems of queuing congestion, low face recognition efficiency, and short-term residence when passing through.

Active Publication Date: 2021-09-14
HANGZHOU MOREDIAN TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] At present, due to the lack of large-angle pose face samples, not only the recognition accuracy of the face recognition model is low, but also the user often needs to deliberately match the angle of the camera instrument to collect correct face images in order to perform face recognition , so that the face recognition efficiency is low in actual complex situations, so it is easy to have a short stay or even queue congestion when checking on attendance

Method used

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  • Attendance method, system, electronic device and storage medium based on face recognition
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  • Attendance method, system, electronic device and storage medium based on face recognition

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[0045] In order to make the objectives, technical solutions and advantages of the present application more clearly understood, the present application will be described and illustrated below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application. Based on the embodiments provided in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application. In addition, it will also be appreciated that while such development efforts may be complex and lengthy, for those of ordinary skill in the art to which the present disclosure pertains, the techniques disclosed in this application Some changes in design, manufacture or production based on the content are only conventional technical means, and it should not be ...

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Abstract

This application relates to a method, system, electronic device and storage medium for checking attendance based on face recognition. Face pictures generate face pictures at any angle to expand the sample set, use the expanded sample set to train the face recognition model, and use the trained face recognition model to recognize face pictures at any angle of on-site attendance personnel, and when the recognition is successful, Generating attendance records, through this application, solves the problem of low accuracy of face recognition technology in access control or attendance systems, and improves the efficiency of face recognition and attendance.

Description

technical field [0001] The present application relates to the field of machine learning technology, in particular to attendance methods, systems, electronic devices and storage media based on face recognition. Background technique [0002] With the development of face recognition technology, more and more face recognition technology is applied to people's daily life, for example, face recognition technology is used in access control or attendance system. [0003] At present, due to the lack of large-angle pose face samples, not only the recognition accuracy of the face recognition model is low, but also users often need to deliberately cooperate with the angle of the camera to collect correct face images in order to perform face recognition. , so that the face recognition efficiency is low in the actual complex situation, so it is prone to short stay or even queue congestion during the time of attendance. SUMMARY OF THE INVENTION [0004] The embodiments of the present ap...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08G06Q10/10G07C1/10
CPCG06N3/08G06Q10/1091G07C1/10G06V40/168G06N3/045G06F18/22G06F18/253G06F18/214
Inventor 王东王月平
Owner HANGZHOU MOREDIAN TECH CO LTD
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