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M-A island segmentation of bainite microstructures in SEM image data

Version 2 2022-02-24, 20:48
Version 1 2022-02-24, 20:16
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posted on 2022-02-24, 20:48 authored by Marc AckermannMarc Ackermann, Deniz IrenDeniz Iren, Sebastian Wesselmecking, Ulrich Krupp, Deekshith Shetty
The original resolution of in total 40 images is 2048x1536 divided into three datasets (images in set I: 20x, set II: 10x, set III:10x). Each of the three datasets correspond to a specific cooling strategy (i,ii or iii) of a bainitic steel and therefore to a bainitic microstructure with specific characteristics. After cropping the image size of each dataset, sub-datasets are created with image resolution: 768x768, 512x512, 256x256, 192x192, 128x128 and 64x64 (only for dataset II). Each sub-dataset contains a training set ("im_train"), validation set ("im_val") and labels for train and validation set. The appendix provides (i) a dataset consisting of all 40 images in reference size, (ii) the reference images of dataset I which was merged from images of two cooling strategies.

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