Research on Automatic Recognition of Pointer Meter Reading Based on Deep Learning Algorithm

With the rapid development of computer technology and intelligent high-performance hardware, deep learning algorithm plays an increasingly important role in society. The development of automatic identification method of instrument and instrument based on deep learning can effectively improve the wor...

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Bibliographic Details
Published in:Journal of physics. Conference series 2021-04, Vol.1865 (4), p.42017
Main Authors: Yan, Xianwei, Wei, Lai, Li, Jing, Jia, Gang, Yang, Juan
Format: Article
Language:English
Subjects:
Algorithms
Deep learning
Identification methods
Machine learning
Personnel
Physics
Recognition
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Summary:With the rapid development of computer technology and intelligent high-performance hardware, deep learning algorithm plays an increasingly important role in society. The development of automatic identification method of instrument and instrument based on deep learning can effectively improve the working efficiency of the basic power grid operation and maintenance personnel, avoid personnel approaching the high-risk operation area, and ensure the continuous monitoring of the readings of key instruments all day. In this paper, a recognition algorithm of pointer types circular instrument based on deep learning algorithm is proposed. Gaussian filter and binary method are used to achieve better recognition effect, which lays a good theoretical foundation for further practical application.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1865/4/042017