DCFace: Synthetic Face Generation with Dual Condition Diffusion Model

Official repository for the paper DCFace: Synthetic Face Generation with Dual Condition Diffusion Model (CVPR 2023).

• Arxiv: https://arxiv.org/abs/2304.07060
• Main paper: main.pdf
• Supplementary: supp.pdf

Pipepline

ID Consistent Generation

Installation

pip install -r requirements.txt

Training Code, and Dataset are coming soon. This is the image synthesis code.

Image generation

• Download the pretrained weights from the link
• Place the pretrained_models directory under dcface (same level as src)
• Run

cd dcface/src
python synthesis.py --id_images_root sample_images/id_images/sample_57.png --style_images_root sample_images/style_images/woman