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Batch automatic detection method for background color compliance of electronic certificate photos

An electronic certificate, automatic detection technology, applied in neural learning methods, image data processing, image enhancement and other directions, can solve the problems of easy omission and misjudgment, low efficiency, unable to automatically give image detection results, etc., to reduce the number of, The effect of improving efficiency

Active Publication Date: 2020-01-17
北京弘远博学科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention aims at the problem that the screening and detection of the background color of the photo of the existing electronic certificate needs to be manually detected one by one, and the detection result of the image cannot be automatically given, the efficiency is low, and it is easy to miss and misjudgment, and provides an electronic certificate Batch automatic detection method for photo background color compliance

Method used

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  • Batch automatic detection method for background color compliance of electronic certificate photos

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Embodiment Construction

[0033] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, and are not intended to limit the protection content of the present invention.

[0034] A batch automatic detection method for the compliance of the background color of electronic certificate photos comprises the following steps:

[0035] The first step is to pre-process the photo data of the electronic certificate;

[0036] The second step is to train the background color detection model of electronic ID photos;

[0037] The third step is to automatically detect the background color of the electronic ID photo.

[0038] The first step includes the following sub-steps:

[0039] S1, dividing the electronic ID photos to be detected int...

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Abstract

The invention relates to the field of computer learning and data detection. The invention particularly relates to a batch automatic detection method for background color compliance of electronic certificate photos. The method comprises the steps of dividing electronic certificate photos into a sample set and a detection set; training the sample set through a background color detection model; obtaining a stable deep neural network background image detection model; therefore, the electronic certificate photos in the detection set can be automatically detected through the background colors of theelectronic certificate photos; the background color detection efficiency of the electronic certificate photos is greatly improved, meanwhile, the number of manual detection is greatly reduced, and the problems that manual detection needs to be conducted on the background colors of existing electronic certificate photos one by one, the detection result of the images cannot be automatically given,the efficiency is low, and missing and misjudgment are likely to happen are solved.

Description

technical field [0001] The invention relates to the fields of computer learning and data detection, in particular to a batch automatic detection method for the compliance of the background color of electronic certificate photos. Background technique [0002] Students of online education, such as online education and adult education, need to submit electronic ID photos when they enroll and graduate, as proof of school status, academic qualifications, and degree certificates. The electronic photos submitted by students are full of strange things and backgrounds of various colors. Therefore, some provincial education departments have put forward unified normative requirements for the portraits of people, background colors of photos, etc. [0003] The screening and detection of the background color of the existing electronic certificate photos requires manual detection one by one, and the detection results of the images cannot be automatically given. The efficiency is low, and i...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/90G06N3/04G06N3/08
CPCG06T7/90G06N3/08G06T2207/10004G06T2207/20084G06T2207/20081G06T2207/30196G06N3/045Y02P90/30
Inventor 罗中华
Owner 北京弘远博学科技有限公司
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