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This repository was adapted from pytorch-CycleGAN-and-pix2pix: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/tree/master

Prerequisites

  • Linux
  • Python 3
  • CPU or NVIDIA GPU + CUDA CuDNN

Getting Started

Installation

  • Clone this repo:
git clone https://github.com/arthurlevis/pix2pix-nifti
cd pytorch-pix2pix-nifti
  • Install conda environment:
conda env create -f environment.yml
  • Follow steps in /datasets to prepare dataset for pix2pix-nifti.

  • Train

# on CPU (check available options)
python train.py --dataroot ./path_to_paired_dataset --name train-name --model pix2pix

# on GPU
qsub train.job
  • Test
# on CPU (check available options)
python test.py --dataroot ./path_to_paired_dataset --name test-name --model pix2pix

# on GPU
qsub test.job

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CT-MRI image translation using pix2pix

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