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Transform reference images to dynamic videos
Alibaba HappyHorse 1.0 reference-to-video — 1-9 reference images, native audio, 3-15s
Google DeepMind video generation with high fidelity and diverse styles.
Wan 2.7 reference-to-video via PixelByte
Wan 3.0 builds a coherent 480p-1080p clip from a prompt plus reference images, videos and audio for subject, motion and voice consistency.
Wan 3.0 Prime builds a coherent 480p-1080p clip from a prompt plus reference images, videos and audio for subject, motion and voice consistency.
Kling Omni Video O3 Pro reference-to-video via PixelByte
Kling Omni Video O3 Standard reference-to-video via PixelByte
Kling Omni Video O1 reference-to-video via PixelByte
Wan 2.6 reference-to-video via PixelByte
Kling Omni Video O1 Standard reference-to-video via PixelByte
Wan 2.6 Flash reference-to-video via PixelByte