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Collection of scripts to compute POD curves based on segmentation of X-ray images

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vandriiashen/pod-xray-images

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Collection of scripts to train MSD and compute POD curves

make_dataset.py - pre-processing of Monte-Carlo images and generating datasets

train.py and apply.py - training and test scripts for MSD based on pytorch implementation

smp.py - alternative script to train and test other network architectures. It is based on Lightning for training, Segmentation models for architectures and Albumentations for data augmentations.

univariate_pod.py - the first script for POD computation. It uses the output format of testing scripts.

multivariate_pod.py - more advanced script that computes POD not only as a function of defect size but also scattering-to-primary ratio.

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Collection of scripts to compute POD curves based on segmentation of X-ray images

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