Researching on insulator defect recognition based on context cluster CenterNet++

Abstract The existing UAV inspection images are faced with many challenges for insulator defect recognition. A new multi-resolution Context Cluster CenterNet++ model is proposed. First, this paper proposes the Context Cluster method to solve the problem of low recognition accuracy caused by non-unif...

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Autor principal:	Bo Meng
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-01-01
Col·lecció:	Scientific Reports
Matèries:	Insulator defect recognition CenterNet++ Context cluster Deformable convolution Nonlinear loss function
Accés en línia:	https://doi.org/10.1038/s41598-025-85630-x
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