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Development of High Accuracy Segmentation Model for Microstructure of Steel by Deep Learning

Fumito Ajioka, Zhilei Wang, Toshio Ogawa, Yoshitaka Adachi

2020ISIJ International49 citationsDOIOpen Access PDF

Abstract

We studied on automation of segmentation using deep learning, which has been remarkably developed in recent years.

Topics & Concepts

MicrostructureSegmentationDeep learningArtificial intelligenceMaterials scienceMetallurgyComputer scienceIndustrial Vision Systems and Defect DetectionNon-Destructive Testing TechniquesMachine Learning in Materials Science
Development of High Accuracy Segmentation Model for Microstructure of Steel by Deep Learning | Litcius