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Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes

In this article, a Siamese network is applied to the drill wear classification problem. For furniture companies, one of the main problems that occurs during the production process is finding the exact moment when the drill should be replaced. When the drill is not sharp enough, it can result in a po...

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Detalles Bibliográficos
Autores principales: Kurek, Jarosław, Antoniuk, Izabella, Świderski, Bartosz, Jegorowa, Albina, Bukowski, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7729912/
https://www.ncbi.nlm.nih.gov/pubmed/33291345
http://dx.doi.org/10.3390/s20236978

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