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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Bibliographic Details
Main Authors: Jarosław Kurek, Izabella Antoniuk, Bartosz Świderski, Albina Jegorowa, Michał Bukowski
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/23/6978