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Research on Digital Meter Reading Method of Inspection Robot Based on Deep Learning

Aiming at solving the issue of blurred images and difficult recognition of digital meters encountered by inspection robots in the inspection process, this paper proposes a deep-learning-based method for blurred image restoration and LED digital identification. Firstly, fast Fourier transform (FFT) i...

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Principais autores: Wenwei Lin, Ziyang Zhao, Jin Tao, Chaoming Lian, Chentao Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-06-01
coleção:Applied Sciences
Assuntos:
YOLOv5s
DeblurGAN
blurred reduction
digital meter identification
Acesso em linha:https://www.mdpi.com/2076-3417/13/12/7146
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