readme: ---
  tags:
  - gan
  - computer vision
  - horse to zebra
  license:
  - cc0-1.0
  ---
  
  ## Keras Implementation of CycleGAN model using [Horse to Zebra dataset](https://www.tensorflow.org/datasets/catalog/cycle_gan#cycle_ganhorse2zebra) 🐴 -> 🦓
  
  This repo contains the model and the notebook [to this Keras example on CycleGAN](https://keras.io/examples/generative/cyclegan/).
  
  Full credits to: [Aakash Kumar Nain](https://twitter.com/A_K_Nain)
  
  ## Background Information 
  CycleGAN is a model that aims to solve the image-to-image translation problem. The goal of the image-to-image translation problem is to learn the mapping between an input image and an output image using a training set of aligned image pairs. However, obtaining paired examples isn't always feasible. CycleGAN tries to learn this mapping without requiring paired input-output images, using cycle-consistent adversarial networks.
  ![CycleGAN](https://keras.io/img/examples/generative/cyclegan/cyclegan_25_1.png)