pravsels/synthpar2

Model Card

SynthPar2 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 for further guidance.

License

The SynthPar2 model is released under the MIT license.