cyclegan_keras

CycleGAN reimplimented in Keras

What has been made?

• Instance Norm layer for keras
• Cycle loss function for keras
• Test cyclegan training script

What needs to be done?

• Bigger models for non-mnist images need to be created
• All of the generator training models should probably be convered into one model for a real problem.
• Fix the upscaling on generator models

Pictures!

For the test training script, I decided to have cyclegan learn a mapping from cat pictures to mnist pictures (and back). This took like 10 hours on a Nvidia GTX 1060 using the training parameters in mnist_test.py.

Here are some results (from various stages of training):