ID-Style: Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments

[arXiv][code]
Najmeh Mohammadbagheri¹, Fardin Ayar^1
1Amirkabir University of Technology, Iran.

Download pretrained models:

Download pretrained models from here.

Preparing dataset

Follow the instruction in here to generate data.

Training

$ bash train.sh

Testing

$ bash test.sh

Acknowledgement

This repo is built on several existing projects:

• StyleGAN2
• StyleFlow
• ISF-GAN

Citation

@InProceedings{mohammadbagheri2023identitypreserving,
    author    = {Mohammadbagheri, Najmeh and Ayar, Fardin and Nickabadi, Ahmad and Safabakhsh, Reza},
    title     = {Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments},
    booktitle = {arXiv preprint arXiv:2309.14267},
    year      = {2023}
}