Automated Flank Wear Segmentation and Measurement with Deep Learning Image Processing - Softcover

Automated Flank Wear Segmentation and Measurement with Deep Learning Image Processing

Taschenbuch. Zustand: Neu. Neuware -This thesis optimizes AI models for identifying tool wear on microscopic images of cutting tools. It creates a tool wear model from empirical trials to generate a dataset and conducts screening analysis to find key factors affecting AI performance. A decision model for dataset-specific hyperparameters is developed. The model is validated with practical use cases. The work enhances tool wear management in manufacturing, enabling timely maintenance, reducing scrap, and lowering costs.Books on Demand GmbH, Überseering 33, 22297 Hamburg 182 pp. Englisch. Artikel-Nr. 9783985552610

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