Wan2.1 also excels at image-to-video (I2V) tasks—transforming static images into visually coherent, naturally animated video sequences. By employing a 3D spatiotemporal VAE and efficient temporal-spatial compression, it preserves original image structure and detail while generating smooth, continuous motion.
Wan2.1-I2V is available in multiple resolutions (e.g., 720P, 480P) and model sizes to cater to different hardware setups, supporting anime animation, illustration motion effects, and multimedia content generation. The model is fully open-source and community-friendly for secondary development and application.