Implementation of U-Net architecture in PyTorch.
Based on the architecture from the U-Net paper: https://arxiv.org/abs/1505.04597.
Trained on the ISBI-2012 Segmentation Challenge dataset: https://imagej.net/events/isbi-2012-segmentation-challenge.
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