Efficient few-shot machine learning for classification of EBSD patterns.

作者: Kevin Kaufmann , Kenneth S. Vecchio , Xiao Liu , Hobson Lane

DOI: 10.1038/S41598-021-87557-5

关键词: Field (computer science)Artificial neural networkVisualizationTransfer of learningContextual image classificationFeature (machine learning)Deep learningArtificial intelligenceConvolutional neural networkMachine learning

摘要: … making individual classifications combined with model averaging (eg voting) to reduce variance, provide insight into overall uncertainty, and identify when “no solution” is an appropriate …

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