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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Vydané v:	IET image processing Ročník 18; číslo 4; s. 1096 - 1108
Hlavní autori:	Hu, Deao, Yu, Mei, Wu, Xianyong, Hu, Jingbo, Sheng, Yuyang, Jiang, Yanjing, Huang, Chongjing, Zheng, Yuelin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Wiley 01.03.2024
Predmet:	computer vision image recognition insulators object detection
ISSN:	1751-9659, 1751-9667
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