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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...
Autores principales: | Modarres, Mohammad Hadi, Aversa, Rossella, Cozzini, Stefano, Ciancio, Regina, Leto, Angelo, Brandino, Giuseppe Piero |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
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 |
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