Native Wan2.1 GGUF generates video, upscales and interpolates.

This is an image-to-video enhancement application based on native Wan2.1 GGUF.

Upload a first-frame reference image and enter an action description. The application will first generate dynamic video content, and then automatically perform upscaling and frame interpolation, making the final video look clearer and smoother.

Ideal for:

1. Converting portrait photos into dynamic short videos
2. Converting character concept art into high-quality animated videos
3. Dynamic showcase for products / creatures / illustrations
4. Single-image driven video enhancement generation

Recommended usage:

• For the first-frame reference image, try to choose pictures with a single subject, clear details, and definite composition
• Prompts should focus on describing actions, camera movements, and atmosphere, rather than just repeating the static appearance
• More suitable for subtle actions, slow-motion, and local dynamics; it is not recommended to describe overly complex large-scale scene changes all at once
• To make the results more stable, you can emphasize "natural motion, stable details, and maintaining subject consistency"

Recommended input example:
The subject generates natural movements, the camera pushes in slightly, the action is coherent, details are stable, lighting and shadow change naturally, maintaining subject consistency.

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