A StyleGAN-based generator for human faces having repaired/unrepaired cleft lip anomaly described in CleftGAN: Adapting A Style-Based Generative Adversarial Network To Create Images Depicting Cleft Lip Deformity by Abdullah Hayajneh, Erchin Serpedin, Mohammad Shaqfeh, Graeme Glass and Mitchell A. Stotland.
Same requirements as StyleGAN3. Please refer to https://github.com/NVlabs/stylegan3 for the requrements. Also, please install opencv
Downlowd our CleftGAN pretrained model and place it in the main project directory using this link: https://drive.google.com/file/d/1F4cCSnKyv2CwShh5R9wqvlQ9ccPsMdo7/view?usp=sharing
python main.py --nimg=100 --output_path='./faces' --show_images=True
If you find this implementation helpful in your research, please also consider citing:
@article{hayajneh2023unsupervised, title={Unsupervised anomaly appraisal of cleft faces using a StyleGAN2-based model adaptation technique}, author={Hayajneh, Abdullah and Shaqfeh, Mohammad and Serpedin, Erchin and Stotland, Mitchell A}, journal={Plos one}, volume={18}, number={8}, pages={e0288228}, year={2023}, publisher={Public Library of Science San Francisco, CA USA} }