Test question detection and recognition method and device, electronic equipment and medium

A recognition method and test question technology, applied in character recognition, character and pattern recognition, electronic digital data processing, etc., can solve problems such as low correction efficiency, and achieve the effect of improving correction efficiency and convenient and fast detection and recognition process.

Pending Publication Date: 2021-02-09
广东国粒教育技术有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the deficiencies in the above-mentioned prior art, provide a test question detection and recognition method, device, electronic equipment and medium, and solve the problem of low correction efficiency when correcting questions with graphics and / or formulas in the prior art Problems, overcoming the technical bottleneck that must be expanded to store data in the question bank to annotate

Method used

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  • Test question detection and recognition method and device, electronic equipment and medium
  • Test question detection and recognition method and device, electronic equipment and medium
  • Test question detection and recognition method and device, electronic equipment and medium

Examples

Experimental program
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Effect test

Embodiment 1

[0040] refer to figure 1 , the present embodiment provides a test question detection and recognition method, comprising the following steps:

[0041] Step S1: Acquiring the target image;

[0042] Step S2: Generate a first detection result through a model detection algorithm, and the first detection result includes a detection result of the question information and a detection result of the answer information;

[0043] Step S3: Using the OCR model to identify the first detection result to obtain a first recognition result, the first recognition result includes a word line recognition result and a formula recognition result;

[0044] Step S4: Match the first recognition result with the test question template data preset in the database, and output the correction result according to the similarity.

[0045] It should be noted that after the target image is determined by taking pictures or screenshots, etc., the target image includes several questions and corresponding answers. ...

Embodiment 2

[0064] refer to image 3 , this embodiment 2 provides a device applied to the test item detection and recognition method in embodiment 1, including:

[0065] an acquisition unit configured to acquire a target image;

[0066] A detection unit, the detection unit is configured to generate a first detection result through a model detection algorithm, and the first detection result includes a test result of the topic information and a detection result of the answer information;

[0067]A recognition unit configured to use an OCR model to recognize the first detection result and obtain a first recognition result, the first recognition result including a text line recognition result and a formula recognition result;

[0068] A correcting unit, the correcting unit is configured to match the first recognition result with the test question template data preset in the database, and output a correcting result according to the similarity.

[0069] It should be noted that the acquisition...

Embodiment 3

[0071] Embodiment 3 provides an electronic device, including a processor and a memory, at least one instruction, at least one program, code set or instruction set are stored in the memory, and the at least one instruction, at least one program, code set or instruction The set is loaded and executed by the processor to implement the test item detection and recognition method as in Embodiment 1.

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Abstract

The invention provides a test question detection and recognition method and device, electronic equipment and a medium, which belong to the technical field of network intelligent education. The test question detection and recognition method comprises the following steps of acquiring a target image, generating a first detection result through a model detection algorithm, wherein the first detectionresult comprises a question information detection result and an answer information detection result, recognizing the first detection result by using an OCR model to obtain a first recognition result,wherein the first recognition result comprises a character line recognition result and a formula recognition result, and matching the first recognition result with preset test question template data in a database, and outputting a correction result according to the similarity. According to the method, a model detection algorithm is adopted for the target image, the question information detection result and the answer information detection result are generated, OCR model recognition is conducted on the two detection results, the character line recognition result and the formula recognition result are recognized, the detection and recognition efficiency of graphs and formulas in test questions and answers is improved, and then the correction efficiency is improved.

Description

technical field [0001] The invention belongs to the technical field of network intelligent education, and in particular relates to a test question detection and recognition method, device, electronic equipment and medium. Background technique [0002] With the development of computer technology, online teaching has developed rapidly, and some corresponding teaching tool products have also emerged to provide technical support and assistance in educational guidance for students, teachers, and parents. Many teaching tool products are It can provide the function of taking photos or screenshots of questions for correction. [0003] The most important part of correcting photos or screenshots is the recognition process. The current correction tool products cannot directly handle corrections such as elementary school graphics and junior high school formula questions. Most of the graphics and formula questions are corrected through image searches. However, the method of searching fo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/34G06K9/62G06F16/583G06N3/04
CPCG06F16/5846G06V30/40G06V30/153G06V30/10G06N3/045G06F18/214
Inventor 孙永毫徐强
Owner 广东国粒教育技术有限公司
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