zushicat/single-image-cycleGAN

Unpaired image-to-image translation with cycleGAN using Keras.

single-image-cycleGAN

Unpaired image-to-image translation with cycleGAN using Keras. (Translate an image from domain A to domain b and vice versa.)

input	from 128x128	from 256x256	from 512x512

The model for this horse_2_zebra example was trained for 200 epochs on 90% of the training set (960 images) with an input size of 128x128 pixel.
(Obviously, the generator for B->A needs more training for this example.)

Note
Model not included. Create directories (in main repo dir)

• /model
• /model/checkpoints to store traines checkpoints and models.

See also:

• https://junyanz.github.io/CycleGAN/
• https://keras.io/examples/generative/cyclegan/
• https://machinelearningmastery.com/cyclegan-tutorial-with-keras/
• https://github.com/eriklindernoren/Keras-GAN/blob/master/cyclegan/cyclegan.py
• https://github.com/mronta/CycleGAN-in-Keras