Video to Video (V2V) Transformation

Video to Video, also known as "Style Transfer" or "Domino Video", is a process where the AI takes the structure and motion of an existing video clip and renders it in a completely new aesthetic style.

Mechanism

The system breaks down your input video into depth maps and edge detection layers (like Canny or HED). It then uses a Stable Diffusion-based video model to "paint" over frames based on your text prompt, while strictly adhering to the original motion flow.

Use Cases

1. Artistic Restyling

• Real to Anime: Convert live-action footage into Japanese animation styles.
• Sketch Mode: Turn video into pencil drawings or charcoal sketches.
• Claymation: Simulate stop-motion aesthetics.

2. VFX & Atmosphere

• Day to Night: Change the lighting of a scene without reshooting.
• Cyberpunk Filter: Add neon glow and futuristic elements to city footage.

Specifications

• Max Input Duration: 15 seconds (recommended). Longer videos should be split.
• Max File Size: 50MB.
• Supported Input: MP4, MOV, WebM.

Setup Instructions

1. Input Preparation

• Ensure your source video has clear subject separation.
• Avoid extremely shaky footage (unless stabilization is part of the desired effect).
• High contrast lighting in the source video produces better results.

2. Prompt Configuration

The prompt defines the target style.

• Prompt: "A cyberpunk robot walking in a futuristic city, neon lights, 3d render, unreal engine 5."
• Denoising Strength (Implicit): Our system automatically tunes the denoising strength. A higher conceptual strength replaces more of the original content, while lower strength keeps the original textures.

3. Generation

• Upload the video.
• Select the target style or describe it.
• Click generate.

Expert Tips

• Consistency: V2V is prone to "flickering". Use prompts like "smooth animation, temporal consistency" to mitigate this.
• Color Grading: If the output colors are dull, add keywords like "vibrant colors, high saturation" to your prompt.