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Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5643492

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

About this item

Full title

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2017-10, Vol.7 (1), p.13282-12, Article 13282

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

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 used as a reference set for future applications o...

Alternative Titles

Full title

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5643492

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5643492

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-017-13565-z

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