CNN-Based Classification of Optically Critical Cutting Tools with Complex Geometry: New Insights for CNN-Based Classification Tasks - Bilal, Mühenad; Podishetti, Ranadheer; Girish, Tangirala Sri; Grossmann, Daniel; Bregulla, Markus (Sensors (Basel, Switzerland), 2025)
Keywords: Accuracy; Artificial intelligence; Automation; Classification; Computer vision; Cutting tools; Datasets; Deep learning; Geometry; Image processing; Light emitting diodes; Lighting; machining tools: Grad-CAM CNN; Mechanization; Methods; neural network performance; Neural networks; ResNet50; sustainability; tool classification; training performance; Germany; machining tools: Grad-CAM CNN; tool classification; ResNet50; training performance; neural network performance; ResNet152; sustainability