Insulator discharge severity assessment algorithm based on RDIDSNet

Abstract For the insulator discharge severity assessment at the line inspection site using edge-end computing equipment and UV cameras, this paper proposes an improved assessment algorithm based on the YOLOv8 algorithm. Firstly, LDConv is introduced to replace the convolution of the backbone network...

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Hlavní autoři:	Cheng Chi, Li Keyu, Yanhui Meng, Yang Yang, JiNing Zhao, Shaotong Pei, Haosen Sun
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2025-04-01
Edice:	Scientific Reports
Témata:	Discharge evaluation UV discharge spot Target detection Lightweighting YOLOv8
On-line přístup:	https://doi.org/10.1038/s41598-025-97010-6
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