Paper: https://arxiv.org/abs/2002.05638
Network https://github.com/giddyyupp/ganilla
This repo contain my own model train with ganilla. The goal is to test the ganilla network on custom datasets to transform a landscape pictures into the witness game style. The two datasets are on kaggle and are create by myself.
To use the model in the folder landscape2witness you must to download the PyTorch github repo and execute the command :
python test.py --dataroot ./datasets/landscape2witness --name landscape2witness --model cycle_gan --netG resnet_fpn --batch_size 4 --epoch 100
Here exemple of results pictures :
| Landscape photo | Witness style |
|---|---|
_real_A.png) |
_fake_B.png) |
_real_A.png) |
_fake_B.png) |
 |
 |
_real_A.png) |
_fake_B.png) |
_real_A.png) |
_fake_B.png) |
 |
 |
| Witness Game picture | "Realist" style |
|---|---|
_real_B.png) |
_fake_A.png) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |