---
title: CycleGAN Flax
emoji: 📚
colorFrom: green
colorTo: yellow
sdk: docker
pinned: false
---

# CycleGAN in Jax + Flax
This space showcases CycleGAN models that were trained on the horse2zebra and monet2photo TensorFlow datasets in Jax with Flax. 
Please see the [Colab notebook](https://colab.research.google.com/github/louwjac/CycleGAN-Flax/blob/main/notebooks/inference.ipynb) for an example of how to instantiate the models and load the trained weights. 
It includes a Gradio demo that you can use to make your own demo. The model weights are also available on Hugging Face at : [louwjac/CycleGAN-Flax](https://huggingface.co/louwjac/CycleGAN-Flax). 

### TensorBoard logs
The TensorBoard logs for the training runs can be viewed at the links below. The logged images are unfortunately not available due to file size constraints.
1. [horse2zebra](https://tensorboard.dev/experiment/5tJZAfBLQkOJ66BUrBVBkQ/)
2. [monet2photo](https://tensorboard.dev/experiment/GZZKiDoBTl6dsgsqRo7rZw/)


<a target="_blank" href="https://colab.research.google.com/github/louwjac/CycleGAN-Flax/blob/main/notebooks/inference.ipynb">
  <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"  style='display:inline;'/>
</a>
<a href="https://github.com/louwjac/CycleGAN-Flax">
  <img alt="Custom badge" src="https://img.shields.io/static/v1?style=flat&logo=github&logoColor=white&labelColor=black&label=&message=View%20on%20GitHub&color=white" style='display:inline;'>