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Machine-learning-based quality-level-estimation system for inspecting steel microstructures

Quality control of special steel is accomplished through visual inspection of its microstructure based on microscopic images. This study proposes an ‘automatic-quality-level-estimation system’ based on machine learning. Visual inspection of this type is sensory-based, so training data may include va...

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Detalles Bibliográficos
Autores principales: Nishiura, Hiromi, Miyamoto, Atsushi, Ito, Akira, Harada, Minoru, Suzuki, Shogo, Fujii, Kouhei, Morifuji, Hiroshi, Takatsuka, Hiroyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9340796/
https://www.ncbi.nlm.nih.gov/pubmed/35438158
http://dx.doi.org/10.1093/jmicro/dfac019