Deep learning-based certificate picture recognition method, device and equipment

A technology of image recognition and deep learning, applied in the field of image recognition

Pending Publication Date: 2019-11-19
连连银加信息技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the object of the present invention is to provide a method, device, equipment and computer-readable storage medium for identification of certificate pictures based on deep learning, which solves the problem of using non-original certificates to pass identity authentication

Method used

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  • Deep learning-based certificate picture recognition method, device and equipment
  • Deep learning-based certificate picture recognition method, device and equipment
  • Deep learning-based certificate picture recognition method, device and equipment

Examples

Experimental program
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Embodiment 5

[0071] The computer-readable storage medium provided by the embodiment of the present invention is introduced below, and the computer-readable storage medium described below and the method for recognizing a certificate image based on deep learning described above can be referred to in correspondence.

[0072] The present invention also provides a computer-readable storage medium. A computer program is stored on the computer-readable storage medium. When the computer program is executed by a processor, the steps of the above-mentioned deep learning-based certificate picture recognition method are realized.

[0073] The computer-readable storage medium may include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk, etc., which can store program codes. medium.

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Abstract

The invention discloses a certificate picture recognition method based on deep learning, and the method comprises the steps: obtaining a to-be-recognized certificate picture, and inputting the to-be-recognized certificate picture into a neural network model with an integrated classifier; wherein the integrated classifier comprises a main classifier and an auxiliary classifier; utilizing the main classifier and the auxiliary classifier to respectively classify the certificate pictures to be identified to obtain a main classification result and an auxiliary classification result; performing integration processing on the main classification result and the auxiliary classification result to obtain a picture category recognition result; according to the method, information on to-be-identified certificate pictures is not read, the to-be-identified certificate pictures are classified, and a picture category recognition result is obtained; in addition, the invention further provides a certificate picture recognition device and equipment based on deep learning and a computer readable storage medium, and the certificate picture recognition device and equipment also have the above beneficialeffects.

Description

technical field [0001] The present invention relates to the field of picture recognition, in particular to a deep learning-based certificate picture recognition method, device, equipment and computer-readable storage medium. Background technique [0002] At present, with the rapid development of science and technology, Internet online identity authentication technology has been widely used in e-government, Internet finance and other fields, bringing great convenience to people's life and work. [0003] When performing online identity authentication on the Internet, the user is required to upload a picture of the certificate (that is, a picture of the certificate to be recognized) as the authentication material. In order to prevent lawbreakers from forging or falsely using other people's identity documents to commit crimes, it is a key link in identity authentication to identify the authenticity of the picture of the identity document to be identified. The existing technolog...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G06F21/36
CPCG06N3/08G06F21/36G06N3/044G06N3/045G06F18/254G06F18/241
Inventor 陈利军陈白洁林孝可张景兵
Owner 连连银加信息技术有限公司
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