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Generative Adversarial Networks

Pure tensorflow implementation of DCGAN

Sources:

Requirements

python modules

  • tensorflow 1.0
  • h5py
  • matplotlib
  • opencv 3
  • numpy
  • tqdm
  • colorama
  • terminaltables
  • parmap

Data

CelebA data:

  • Go to http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
  • In the Downloads section, select Align&Cropped images.
  • In the dropbox page that follows, download the Anno, Eval and Img folders.
  • Copy these folders to /data/raw.
  • Extract the zip files.

Running the code

Follow these instructions