synthpar / README.md
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# 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.