Inverting the color of MNIST images from black to white and white to black using CycleGAN implemented with PyTorch.
- Python 3.6
- PyTorch 0.1.12 (PyTorch is currently available only on Linux and OSX)
- The code has been written on Linux (ubuntu 16.04 LTS) system
1. Install Python and PyTorch (from the link above or on your own way)
2. Run the command below on Terminal
$ python CycleGAN_MNIST_Invert.py
1) Black Background -> White Background
| Number of Iteration |
Original Image |
Generated (Inverted) Image |
| 0 |
 |
 |
| 15 |
 |
 |
| 300 |
 |
 |
2) White Background -> Black Background
| Number of Iteration |
Original Image |
Generated (Inverted) Image |
| 0 |
 |
 |
| 15 |
 |
 |
| 300 |
 |
 |
