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Dockerfile for container with popular image processing libraries, ideally for NVIDIA DGX-1 Nodes. Good for WSI Medical Image Research. Can deploy Stylegan, Stylegan2, ProgGAN.

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gagandaroach/dgx_researcher

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Tensorflow Containers for NVIDIA DGX System

Containers equipped with tools for deep learning and computer vision analysis.

2 Configurations

Both deploy scripts have the smae bind mounts. Tested with MSOE ROSIE supercomputer.

  • /home/$USER -> /srv/hosthome
  • /data/ -> /data

Dev

Has python modules

  • Python3
  • PyVIPS
  • OpenCV
  • HistomicsTK WSI Library
  • Tensorflow 2

Trainer

  • Tensorflow 1.14

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Dockerfile for container with popular image processing libraries, ideally for NVIDIA DGX-1 Nodes. Good for WSI Medical Image Research. Can deploy Stylegan, Stylegan2, ProgGAN.

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