An equipment nameplate dual intelligent identification method, a storage medium and a terminal

A recognition method and nameplate technology, which are applied in speech recognition, character and pattern recognition, speech analysis, etc., can solve problems such as the inability to meet the requirements of equipment nameplate recognition, the complexity of power equipment nameplates, and the inability to clearly photograph the power equipment nameplates. Overcoming the limitations of small space and light, accurate speech recognition results, and accurate image recognition results

Pending Publication Date: 2021-04-13
SHANGHAI MUNICIPAL ELECTRIC POWER CO
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Power equipment nameplates are complex and contain Chinese and English characters and numbers. Limited by the small space and light of the substation, the power equipment nameplates sometimes cannot be clearly photographed
Therefore, using a single character recognition technology for power nameplate recognition often cannot meet the requirements for equipment nameplate recognition in complex power scenarios

Method used

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  • An equipment nameplate dual intelligent identification method, a storage medium and a terminal
  • An equipment nameplate dual intelligent identification method, a storage medium and a terminal
  • An equipment nameplate dual intelligent identification method, a storage medium and a terminal

Examples

Experimental program
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Effect test

Embodiment

[0036] This embodiment provides a double intelligent identification method for equipment nameplates, the method comprising the following steps:

[0037] S1: Obtain the image of the equipment nameplate;

[0038] S2: Determine whether the clarity of the equipment nameplate image can be used for text recognition. If so, recognize the text in the equipment nameplate image to obtain the content of the equipment nameplate, and end. If not, perform step S3;

[0039] S3: Obtain the voice data of the equipment nameplate;

[0040] S4: Carry out speech recognition on the voice data of the equipment nameplate, obtain the content of the equipment nameplate, and end.

[0041] in particular:

[0042] In S1, the image of the equipment nameplate is acquired by a CCD camera; in S2, the text in the image of the equipment nameplate is recognized by OCR optical character recognition; in S3, the voice data of the equipment nameplate is collected by a microphone, and the voice data of the equipmen...

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PUM

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Abstract

The invention relates to an equipment nameplate dual intelligent identification method, a storage medium and a terminal. The method comprises the following steps: S1, obtaining an equipment nameplate image; s2, judging whether the definition of the equipment nameplate image can be subjected to character recognition or not, if yes, recognizing characters in the equipment nameplate image to obtain equipment nameplate content, ending, and if not, executing the step S3; s3, acquiring equipment nameplate voice data; and S4, performing voice recognition on the equipment nameplate voice data to obtain equipment nameplate content, and ending. Compared with the prior art, rapid and accurate identification of the nameplate of the power equipment in a complex power environment is realized.

Description

technical field [0001] The invention relates to the application field of artificial intelligence technology, in particular to a dual intelligent identification method for equipment nameplates, a storage medium and a terminal. Background technique [0002] In recent years, with the rapid development and wide application of artificial intelligence technology, artificial intelligence technology has been widely used in security, finance, medicine and other fields, greatly improving production efficiency. Live detection of electrical equipment (including infrared detection, ultraviolet detection, partial discharge detection, etc.) is of great significance for discovering and mastering the status of electrical equipment and discovering hidden dangers. In the live detection of electric equipment, it is necessary to copy the nameplate of the electric equipment and enter it in the system to correspond to the live detection results. Power equipment nameplates are complex and contain ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/34G06N3/04G10L15/26
CPCG06V20/10G06V30/153G06N3/045
Inventor 颜楠楠朱皇儒陈宁倪祺桂顺生
Owner SHANGHAI MUNICIPAL ELECTRIC POWER CO
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