Improved YOLOv3 Network for Insulator Detection in Aerial Images with Diverse Background Interference

Improved YOLOv3 Network for Insulator Detection in Aerial Images with Diverse Background Interference

Automatic inspection of insulators from high-voltage transmission lines is of paramount importance to the safety and reliable operation of the power grid. Due to different size insulators and the complex background of aerial images, it is a difficult task to recognize insulators in aerial views. Mos...

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Bibliographic Details
Main Authors: Chuanyang Liu, Yiquan Wu, Jingjing Liu, Zuo Sun
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Electronics
Subjects:
aerial image
insulator detection
YOLO
background interference
image processing
deep learning
Online Access:https://www.mdpi.com/2079-9292/10/7/771

Internet

https://www.mdpi.com/2079-9292/10/7/771

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