A Framework for Portrait Stylization with Skin-Tone Awareness and Nudity Identification

arXiv:2403.14264v1 Announce Type: new
Abstract: Portrait stylization is a challenging task involving the transformation of an input portrait image into a specific style while preserving its inherent characteristics. The recent introduction of Stable Diffusion (SD) has significantly improved the quality of outcomes in this field. However, a practical stylization framework that can effectively filter harmful input content and preserve the distinct characteristics of an input, such as skin-tone, while maintaining the quality of stylization remains lacking. These challenges have hindered …

abstract arxiv cs.ai cs.cv diffusion framework however identification image introduction nudity practical quality stable diffusion style transformation type