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Data augmentation method for insulators based on Cycle-GAN

Run Ye Azzedine Boukerche Xiao-Song Yu Cheng Zhang Bin Yan Xiao-Jia Zhou

电子科技学刊2024，Vol.22Issue(2)：36-47,12.

电子科技学刊2024，Vol.22Issue(2)：36-47,12.DOI:10.1016/j.jnlest.2024.100250

Data augmentation method for insulators based on Cycle-GAN

Run Ye ¹Azzedine Boukerche ²Xiao-Song Yu ³Cheng Zhang ⁴Bin Yan ¹Xiao-Jia Zhou¹

作者信息

1. School of Automation Engineering,University of Electronic Science and Technology of China,Chengdu,611731,China||Yangtze River Delta Research Institute(Huzhou),University of Electronic Science and Technology of China,Huzhou,313001,China
2. School of Electrical Engineering and Computer Science,University of Ottawa,Ottawa,K1N6N5,Canada
3. School of Automation Engineering,University of Electronic Science and Technology of China,Chengdu,611731,China
4. Yangtze River Delta Research Institute(Huzhou),University of Electronic Science and Technology of China,Huzhou,313001,China
折叠

摘要

关键词

Data expansion/Deep learning/Generate confrontation network/Insulator

Key words

Data expansion/Deep learning/Generate confrontation network/Insulator

引用本文复制引用

Run Ye,Azzedine Boukerche,Xiao-Song Yu,Cheng Zhang,Bin Yan,Xiao-Jia Zhou..Data augmentation method for insulators based on Cycle-GAN[J].电子科技学刊,2024,22(2):36-47,12.

基金项目

This work was supported in part by the National Natural Science Foundation of China under Grant No.61973055,Fundamental Research Funds for the Central Universities under Grant No.ZYGX2020J011,and Regional Innovation Cooperation Funds of Sichuan under Grant No.2024YFHZ0089. （）

电子科技学刊

ISSN：1674-862X

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