Loss curve comparison diagram.

<div><p>Insulators, as a vital component of the power system, encounter issues such as misdetection, leakage, and low detection accuracy in inclement weather. To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (par...

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Bibliographic Details
Main Author:	Jia Li (160557) (author)
Other Authors:	Yanjie Wu (2391016) (author), Shaojun Zhu (73627) (author)
Published:	2025
Subjects:	Science Policy Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> insulators size defective targets free attention mechanism focal_eiou loss function feature extraction capability enhanced algorithm reduces comprehensive simultaneous improvement ciou loss function algorithm &# 8217 mean average accuracy insulator defect detection low detection accuracy localization accuracy increase detection vital component transmission conductors spdconv layer quality anchors power system paper proposes lightweight model inclement weather experimental results encounter issues critical features balances high backbone network achieves 87
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Loss curve comparison diagram.

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