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Definition of a U net model using pytorch
Summary
This pull request introduces the implementation of the U-Net model for image segmentation tasks (using the paper 'U-Net: Convolutional Networks for Biomedical Image Segmentation' as reference), including:
A base ModelUNet class with a flexible architecture for different input sizes. A derived modeluNet class for smaller input sizes, with additional functionality to return intermediate outputs from the downsampling layers.