DGW‐YOLOv8: A small insulator target detection algorithm based on deformable attention backbone and WIoU loss function

DGW‐YOLOv8: A small insulator target detection algorithm based on deformable attention backbone and WIoU loss function

Abstract The YOLO series of algorithms have made substantial contributions to the detection of insulator defects in power transmission line operations. However, existing target detection algorithms for the small target detection and low‐quality insulator images encounter difficulties in effectively...

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Bibliographic Details
Main Authors: Deao Hu, Mei Yu, Xianyong Wu, Jingbo Hu, Yuyang Sheng, Yanjing Jiang, Chongjing Huang, Yuelin Zheng
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:IET Image Processing
Subjects:
computer vision
image recognition
insulators
object detection
Online Access:https://doi.org/10.1049/ipr2.13009

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