Omni-ID is a fixed-size, multi-view face representation trained with few-to-many reconstruction that reports higher identity preservation than ArcFace and CLIP in face generation and personalized text-to-image tasks.
Insightface: 2d and 3d face anal- ysis project
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Omni-ID: Holistic Identity Representation Designed for Generative Tasks
Omni-ID is a fixed-size, multi-view face representation trained with few-to-many reconstruction that reports higher identity preservation than ArcFace and CLIP in face generation and personalized text-to-image tasks.