Insulator Faults Detection in Aerial Images from High-Voltage Transmission Lines Based on Deep Learning Model

Insulator fault detection is one of the essential tasks for high-voltage transmission lines’ intelligent inspection. In this study, a modified model based on You Only Look Once (YOLO) is proposed for detecting insulator faults in aerial images with a complex background. Firstly, aerial images with o...

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Bibliographic Details
Main Authors: Chuanyang Liu, Yiquan Wu, Jingjing Liu, Zuo Sun, Huajie Xu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/10/4647