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Quality inspection data training method, device and system

A technology of data training and quality inspection, applied in the field of computer information, can solve the problems of false detection or missed detection, unsatisfactory training results, etc., and achieve the effect of accurate training results

Pending Publication Date: 2022-06-28
阳光保险集团股份有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method has the following problems: data training includes only one training process, there may be false detection or missed detection, making the training results not ideal

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  • Quality inspection data training method, device and system
  • Quality inspection data training method, device and system
  • Quality inspection data training method, device and system

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Embodiment Construction

[0022] The technical solutions of the present application will be clearly and completely described below with reference to the embodiments. Obviously, the described embodiments are part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of this application.

[0023] The traditional quality inspection data training process includes the following steps. First, the received speech text is transcribed into text files that can be recognized by the text detection model. Then the text detection module detects the recognizable text files according to the set detection rules. The detection data corresponding to the identifiable text files containing non-conforming items are displayed visually. This method has the following problems: the data training only includes one training proce...

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Abstract

The invention provides a quality inspection data training method, device and system. The method comprises the following steps: acquiring a quality inspection data training set and a corresponding quality inspection rule set; the quality inspection data training set comprises at least one target quality inspection point corresponding to each sound recording file and sound recording problem content corresponding to each target quality inspection point; the quality inspection rule set comprises regular expression rules constructed based on the recording problem content corresponding to each target quality inspection point; training the quality inspection rule set by using the quality inspection data training set to obtain a quality inspection result corresponding to the quality inspection data training set; the quality inspection result comprises a quality inspection sub-result of each target quality inspection point corresponding to each sound recording file; and if the quality inspection sub-result is a leak detection result and / or a false detection result, adjusting the quality inspection rule corresponding to the quality inspection sub-result, and carrying out secondary training on the adjusted quality inspection rule. According to the method, the problem rule obtained through primary training is adjusted, and secondary training is performed, so that a more accurate training result is obtained.

Description

technical field [0001] The present application relates to the field of computer information technology, and in particular, to a quality inspection data training method, device and system. Background technique [0002] Data training is one of the important links in intelligent quality inspection. At present, the data training process includes the following steps. First, the received speech and text are transcribed into text files that can be recognized by a text detection model. The identifiable text files are detected, and finally the detection data corresponding to the identifiable text files containing non-conforming items are visually displayed. This method has the following problems: the data training only includes one training process, and there may be false detections or missed detections, making the training results less than ideal. SUMMARY OF THE INVENTION [0003] The purpose of the present application is to provide a quality inspection data training method, devi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F16/335G06K9/62G10L15/22
CPCG06F16/3343G06F16/335G10L15/22G06F18/214
Inventor 郑志敏王建辉吕超杜新凯
Owner 阳光保险集团股份有限公司
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