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Generative Adversarial Networks

Keras implementation of some GAN models.

Sources:

Requirements

python modules

  • keras, theano or tensorflow backend
  • h5py
  • matplotlib
  • opencv 3
  • numpy
  • tqdm
  • parmap

Part 1. Processing the data

Follow these instructions.

Part 2. Running the code

Follow these instructions

Part 3. Example results

CelebA example results

figure figure figure

MNIST example results

figure figure

For each image:

  • The first 2 rows are generated images
  • The last 2 rows are real images