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Neural network processing and face recognition method and device, equipment and storage medium

A neural network and face recognition technology, applied in the field of computer vision processing, can solve the problem of low recognition accuracy of neural network

Pending Publication Date: 2020-11-03
BEIJING SENSETIME TECH DEV CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

[0003] In related technologies, the neural network for face recognition can be obtained based on the laboratory environment, however, the recognition accuracy of the neural network for face recognition based on the laboratory environment is low

Method used

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  • Neural network processing and face recognition method and device, equipment and storage medium
  • Neural network processing and face recognition method and device, equipment and storage medium
  • Neural network processing and face recognition method and device, equipment and storage medium

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Embodiment Construction

[0096] The present disclosure will be described in further detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the embodiments provided here are only used to explain the present disclosure, not to limit the present disclosure. In addition, the embodiments provided below are some embodiments for implementing the present disclosure, rather than providing all the embodiments for implementing the present disclosure. In the case of no conflict, the technical solutions recorded in the embodiments of the present disclosure can be combined in any manner implement.

[0097] It should be noted that in the embodiments of the present disclosure, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion, so that a method or device comprising a series of elements not only includes the explicitly stated elements, but also include other elements not explicitly listed, or also include el...

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Abstract

The embodiment of the invention discloses a neural network processing and face recognition method and device, equipment and a storage medium, and the method comprises the steps: obtaining a first neural network and a face image, and enabling the first neural network to represent a neural network for face recognition; obtaining annotation information in the face image; performing incremental training on the basis of the first neural network according to the optimization data to obtain a second neural network, wherein the optimization data at least comprises the face image with the annotation information. Thus, in the embodiment of the invention, incremental training can be automatically carried out based on the face image with the annotation information on the basis of the first neural network, so that the neural network capable of recognizing the face image is obtained, and the face recognition requirement of the face image in a real environment can be met.

Description

technical field [0001] The present disclosure relates to computer vision processing technology, and relates to but not limited to a neural network processing and face recognition method, device, electronic equipment and computer storage medium. Background technique [0002] In related technologies, with the development of artificial intelligence, more and more industries have begun to use artificial intelligence technology to improve the efficiency of business and organizational operations and reduce operating costs. In artificial intelligence technology, face recognition is one of the relatively most mature and widely used technologies. In public security, government, aviation, education, finance and many other fields, face recognition technology has been widely adopted because of its huge advantages and applicability. [0003] In related technologies, a neural network for face recognition can be obtained based on a laboratory environment, however, the recognition accuracy...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/04G06N3/08G06K9/00G06K9/62
CPCG06N3/08G06V40/168G06N3/045G06F18/23
Inventor 林成龙陈大鹏崔磊
Owner BEIJING SENSETIME TECH DEV CO LTD
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