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A deep learned nanowire segmentation model using synthetic data augmentation

Abstract Automated particle segmentation and feature analysis of experimental image data are indispensable for data-driven material science. Deep learning-based image segmentation algorithms are promising techniques to achieve this goal but are challenging to use due to the acquisition of a large nu...

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Detalhes bibliográficos
Main Authors: Binbin Lin, Nima Emami, David A. Santos, Yuting Luo, Sarbajit Banerjee, Bai-Xiang Xu
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2022-04-01
Colecção:npj Computational Materials
Acesso em linha:https://doi.org/10.1038/s41524-022-00767-x
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