# Model Card

SynthPar is a conditional StyleGAN2 model capable of creating synthetic face images with specified attributes like skin color and sex. 
It is built upon the StyleGAN2 architecture and trained on the VGGFace2 dataset.

# Intended Use

The primary intended use of this model is to generate synthetic face images with a good representation across various skin colors. 

These generated images can be utilized for various purposes, such as:

- Developing and evaluating face recognition models with the goal of reducing performance disparities across different demographic groups.
    
- Augmenting existing face datasets to improve their representation of diverse skin colors.
    
- Conducting research on fairness and bias in facial recognition systems.

# How to Use

Please refer to the github [repo](https://github.com/pravsels/SynthPar) for further guidance. 

# License

The SynthPar model is released under the MIT license.