3-Stage Sampling Quality Boost

This is a high-quality image-to-video application powered by LTX 2.3.

Upload a reference image and enter an action prompt. The application first generates an initial video at a lower resolution, then progressively refines the visuals through two subsequent upscaling and resampling steps, ultimately delivering a clearer, more stable, and higher-texture video result. It is ideal for character showcases, dramatic shots, atmospheric short films, and high-quality character motion videos.

Recommended usage:

• For the reference image, try to choose a clear picture with a single subject and well-defined composition.
• In the prompt, focus on describing the subject, action, camera angle, lighting, and atmosphere.
• It is better suited for subtle movements, slow-motion shots, and character performances; complex, large-scale scene changes are not recommended at the start.
• To make the results more stable, you can emphasize "consistent subject, coherent motion, natural lighting, stable camera, clear details".

Recommended input example:
Natural subject movement, slow camera zoom-in, coherent action, natural lighting changes, clear image details, smooth and stable overall motion, strong cinematic feel.

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