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

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 capturing...

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Veröffentlicht in:	IET image processing Jg. 18; H. 4; S. 1096 - 1108
Hauptverfasser:	Hu, Deao, Yu, Mei, Wu, Xianyong, Hu, Jingbo, Sheng, Yuyang, Jiang, Yanjing, Huang, Chongjing, Zheng, Yuelin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Wiley 01.03.2024
Schlagworte:	computer vision image recognition insulators object detection
ISSN:	1751-9659, 1751-9667
Online-Zugang:	Volltext
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