FaceSafe
Privacy-compliant dataset generation with diffusion inpainting
FaceSafe: An Inpainting Pipeline for Privacy-Compliant Scalable Image Datasets
Authors: Ananya Salian*, Sydney Su*, Roger You, Lening Nick Cui, Patrick Cui, Charles Duong, Vasu Sharma, Sean O'Brien, Kevin Zhu
*Equal contribution (Co-first authors)
Introduced a privacy-preserving transformation pipeline using diffusion-based inpainting to replace detected faces with synthetic variants while maintaining image quality and dataset utility for downstream tasks.