CNN-Based Classification of Optically Critical Cutting Tools with Complex Geometry: New Insights for CNN-Based Classification Tasks

CNN-Based Classification of Optically Critical Cutting Tools with Complex Geometry: New Insights for CNN-Based Classification Tasks

Sustainability has increasingly emphasized the importance of recycling and repairing materials. Cutting tools, such as milling cutters and drills, play a crucial role due to the high demands placed on products used in CNC machining. As a result, the repair and regrinding of these tools have become m...

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Bibliographic Details
Main Authors:	Mühenad Bilal, Ranadheer Podishetti, Tangirala Sri Girish, Daniel Grossmann, Markus Bregulla
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Series:	Sensors
Subjects:	tool classification machining tools: Grad-CAM CNN ResNet50 training performance neural network performance sustainability
Online Access:	https://www.mdpi.com/1424-8220/25/5/1575
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