GAN in Numpy

February 22, 2022 ยท View on GitHub

This is a very simple step by step implementation of GAN using only numpy.
Without the use of GPU, it takes too much time to generate all the numbers.
To get the result quickly using only CPU, I suggest working with one number.

What you can find

  • Vanilla GAN
  • Xavier Initialization
  • SGD

Requirements

  • Numpy
  • Opencv/PIL (to visualize/save results)

Network

network

Results

1 2 4 6 8 9

Author

Seung Shin