Face recognition method, face recognition system, medium and electronic device

A technology of face recognition and face, which is applied in the field of data processing, can solve the problems of low recognition accuracy and achieve the effects of improving recognition accuracy, operability, and scalability

Active Publication Date: 2021-07-27
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the embodiment of the present invention is to provide a face recognition method, a face recognition system, a storage medium and an electronic device, so as to overcome the problem of low recognition accuracy at least to a certain extent

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  • Face recognition method, face recognition system, medium and electronic device
  • Face recognition method, face recognition system, medium and electronic device
  • Face recognition method, face recognition system, medium and electronic device

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Embodiment Construction

[0048] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art.

[0049]Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the invention. However, those skilled in the art will appreciate that the technical solutions of the present invention may be practiced without one or more of the specific details, or other methods, components, means, steps, etc. may be employed. In other instances, well-known methods, apparatus, impleme...

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Abstract

Embodiments of the present invention provide a face recognition method, a face recognition system, media, and electronic equipment, and relate to the field of big data technology. The method includes: acquiring a plurality of human face samples as a first training set, training a first model based on the first training set by a clustering method, and using the first model to obtain a first recognition result of the human face samples to be recognized Determining a plurality of triplets according to the first recognition result, calculating the similarity of the multiple triplet samples, and using the sample set whose similarity of the samples satisfies the first threshold condition as the second training set to train the first Two models to obtain the second recognition result; use the sample set whose similarity meets the second threshold condition in the second recognition result as the third training set, and train the third model; based on the trained first model, the second The model and the third model recognize the face to be recognized. The technical solutions of the embodiments of the present invention can improve the recognition accuracy of the face recognition system.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a face recognition method, a face recognition system, media and electronic equipment. Background technique [0002] With the development of data processing technology, face recognition technology is becoming more and more mature. [0003] An existing face recognition technology can train a face classification model through the collected face pictures, and then compare and recognize the extracted face features through the face classification model to realize face recognition. This method does not have enough recognition accuracy for faces with very similar facial features, which may lead to recognition errors. In addition, there is another face recognition technology that can divide face features into multiple local features by locating key points of the face, train models for different local features, and perform fusion training of local features through the join...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06N20/00
CPCG06V40/161G06V40/172
Inventor 金钰丰
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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