A new lightweight deep neural network for surface scratch detection

This paper aims to develop a lightweight convolutional neural network, WearNet, to realise automatic scratch detection for components in contact sliding such as those in metal forming. To this end, a large surface scratch dataset obtained from cylinder-on-flat sliding tests was used to train the Wea...

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Detalles Bibliográficos
Autores principales: Li, Wei, Zhang, Liangchi, Wu, Chuhan, Cui, Zhenxiang, Niu, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596349/
https://www.ncbi.nlm.nih.gov/pubmed/36313192
http://dx.doi.org/10.1007/s00170-022-10335-8

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