For image-to-video (I2V) tasks, Wan2.2 transforms a single static image into a high-resolution, smoothly animated video sequence. Thanks to an efficient MoE structure and region-aware design, the model preserves the core composition, subject details, and atmosphere of the reference image, while introducing natural motion and stylistic coherence throughout the video.
Wan2.2 accommodates a variety of aesthetic preferences, making it suitable for anime, illustration animation, and expressive character scenes. It offers high inference efficiency and is resource-friendly, supporting high-quality and scalable content creation on diverse hardware.