/FakeDraw

A mini project that uses cycle GAN to generate drawing style from real face images.

Primary LanguageJupyter Notebook

Neural style transfer using CycleGan

  • Problem: generate drawing style image from real face image
  • unpaired Image to Image translation
  • Train CycleGan architecture: 2 UNET generators and 2 PatchGan Discriminators

Pretrained Model:

https://drive.google.com/drive/folders/1PGftvilWmrhfnv1-wn5LbJ5SgsPJ_-MT?usp=sharing

Android Apps

https://drive.google.com/file/d/1rO29JgMMLmo2CNshpotuLXjXtZWim__p/view

Cycle GAN Architecture

Install important package

Inference Command

python drawify.py --input [path to image] --model_path [path_to_model]