Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

In this paper we applied transfer learning techniques for image recognition, automatic categorization, and labeling of nanoscience images obtained by scanning electron microscope (SEM). Roughly 20,000 SEM images were manually classified into 10 categories to form a labeled training set, which can be...

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Detalles Bibliográficos
Autores principales: Modarres, Mohammad Hadi, Aversa, Rossella, Cozzini, Stefano, Ciancio, Regina, Leto, Angelo, Brandino, Giuseppe Piero
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5643492/
https://www.ncbi.nlm.nih.gov/pubmed/29038550
http://dx.doi.org/10.1038/s41598-017-13565-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5643492/
https://www.ncbi.nlm.nih.gov/pubmed/29038550
http://dx.doi.org/10.1038/s41598-017-13565-z

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