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Comparing transfer learning to feature optimization in microstructure classification

Human analysis of research data is slow and inefficient. In recent years, machine learning tools have advanced our capability to perform tasks normally carried out by humans, such as image segmentation and classification. In this work, we seek to further improve binary classification models for high...

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Detalles Bibliográficos
Autores principales: Banerjee, Debanshu, Sparks, Taylor D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8819077/
https://www.ncbi.nlm.nih.gov/pubmed/35146389
http://dx.doi.org/10.1016/j.isci.2022.103774