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Modified version of the PyTorch U-Net model with enhanced features, optimizations, and extended functionalities. Includes training scripts, data preprocessing, and example notebooks. Ideal for image segmentation tasks. Original project cloned from: https://github.com/milesial/Pytorch-UNet