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awolny / packages / pytorch-3dunet 1.8.5

Versatile U-Net implementation for volumetric semantic segmentation written in PyTorch

Installers

  • noarch v1.8.5
  • linux-64 v1.3.0

conda install

To install this package run one of the following:
conda install awolny::pytorch-3dunet

Description

PyTorch implementation of 3D U-Net and its variants (ResidualUNet3D, ResidualUNetSE3D). The code allows for training the U-Net for both: semantic segmentation (binary and multi-class) and regression problems (e.g. de-noising, learning deconvolutions).


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