An Insulator Fault Diagnosis Method Based on Multi-Mechanism Optimization YOLOv8
Chuang Gong,
Wei Jiang,
Dehua Zou
et al.
Abstract:Aiming at the problem that insulator image backgrounds are complex and fault types are diverse, which makes it difficult for existing deep learning algorithms to achieve accurate insulator fault diagnosis, an insulator fault diagnosis method based on multi-mechanism optimization YOLOv8-DCP is proposed. Firstly, a feature extraction and fusion module, named CW-DRB, was designed. This module enhances the C2f structure of YOLOv8 by incorporating the dilation-wise residual module and the dilated re-param module. T… Show more
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