An improved Faster R-CNN for defect recognition of key components of transmission line

In a national power grid system, it is necessary to keep transmission lines secure. Detection and identification must be regularly performed for transmission tower components. In this paper, we propose a defect recognition method for key components of transmission lines based on deep learning. First...

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Bibliographic Details
Main Authors: Hongxia Ni, Minzhen Wang, Liying Zhao
Format: Article
Language:English
Published: AIMS Press 2021-05-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021237?viewType=HTML