Efficient Zero-Shot Identity-Preserving Human Video Generation with ID-Animator

ID-Animator, a novel framework that can generate identity-specific videos given any reference facial image without model tuning, by inheriting pre-trained video diffusion models with a lightweight face adapter to encode the ID-relevant embeddings.