Generating a Diverse Synthetic Face Image Dataset to Enhance Fairness in AI Systems

This work presents a methodology for generating a diverse and realistic synthetic face image dataset, called SDFD, to enhance the fairness and robustness of AI systems, particularly in demographic attribute prediction tasks.