A new method for classifying and segmenting material microstructure based on machine learning
Materials & Design（2023）
Abstract
•Classification and segmentation model for microstructure features of titanium alloys using two-stage neural networks.•Automatic extraction and measurement of the main microstructure features of titanium alloys.•The Mean Intersection over Union (MIoU) of semantic segmentation is 0.82.
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Key words
Structure recognition,Microstructure analysis,Image segmentation,Neural network,Titanium alloy
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