AAE

February 23, 2017 ยท View on GitHub

Adversarial Auto Encoder (AAE) with tensorflow for MNIST

usage

  • training
python main.py -d [MNIST csv file]
  • making figures after training
python using_result.py -d [MNIST csv file]
  • MNIST csv files can be made by following script. https://pjreddie.com/projects/mnist-in-csv/

100 epoch results

AAE

Random sample from each Gaussian

0

0

1

1

2

2

walking from (0, 0) to (2, 0)

0to1

walking along with constant radius

const_r

Contents

  1. 1Random sample from each Gaussian
  2. 1.10
  3. 1.21
  4. 1.32
  5. 2walking from (0, 0) to (2, 0)
  6. 3walking along with constant radius