Omni-Zero

Omni-Zero: Zero-Shot Stylized Portrait Creation

Omni-Zero is an AI-powered tool that transforms a user’s portrait into stylized, artistic portraits using zero-shot learning. By uploading an identity image, a composition image, and a style image, users can generate highly personalized artworks that blend their likeness with various visual styles and compositions. The process is fast, typically requiring only a few seconds for generation.

How Omni-Zero works

• Upload your Identity Image: a clear, frontal headshot in high resolution (webp, jpg, or png).
• Upload a Composition Image: guides the pose/background and overall layout.
• Upload a Style Image: defines the artistic style (e.g., oil painting, modern art).
• Customize Settings: adjust descriptive prompts and the image fusion strength to control the effect.
• Generate Artwork: generate the stylized portrait, then download or share your creation.

Omni-Zero supports a variety of creative scenarios, including merging with masterworks, movie characters, historical figures, futuristic themes, and more. It also provides creation history management to review, view, and regenerate past artworks.

How to use Omni-Zero

1. Upload Identity Image (clear, frontal portrait in high resolution).
2. Upload Composition Image (desired pose/background).
3. Upload Style Image (desired artistic style).
4. Enter prompts and adjust fusion strength to customize the effect.
5. Click Generate to process and create the artwork.
6. Preview, download, and share your generated piece.

Use cases and demos

• Merge with classic masterpieces (e.g., Van Gogh-like starry effects, The Scream-inspired compositions).
• Identity + Composition + Style blends for personalized art.
• Character and historical figure reinterpretations, futuristic self-portraits, and abstract explorations.

Safety and usage notes

• Upload only content you own or have rights to use. Respect copyright and personal rights when sharing generated artworks.
• This tool emphasizes user control through prompts and fusion settings to tailor the final result.

Core Features

• Zero-shot learning: create stylized portraits from a single identity image without the need for additional samples
• Highly controllable image fusion: precise reproduction of identity, composition, and style in the final artwork
• Extensive customization: prompts and adjustable fusion strength to shape outputs
• Rapid generation: artworks produced in seconds
• Creation history: review, view, and regenerate past creations
• Identity, composition, and style image inputs with clear format requirements