https://worldgen.github.io/

English | Zhong Wen 
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Generate Any 3D Scene in Seconds

WorldGen is a model that can generate interactive 3D scenes from text
and image inputs in seconds.

Ziyang Xie Manifolds AI
Code Report Demo

Key Features

Discover what makes WorldGen a powerful tool for 3D content
generation

Instant 3D Generation

Generate detailed 3D scenes in seconds with a simple text prompt.

Text and Image to 3D Scene

Support text and image inputs for flexible scene generation.

360deg Free Exploration

WorldGen supports free 360deg consistent exploration of the generated
scene with loop closure.

See WorldGen in Action

Explore examples of 3D scenes generated from text and images

Text-to-Scene Image-to-Scene
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Prompt: "A modern well-designed neat living room, high quality,
photorealistic"

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Prompt: "An underwater city with glowing coral and ancient ruins,
stylized cartoon"

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Prompt: "A broken-down factory with rusty pipes, graffiti on the
walls"

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Prompt: "A vibrant coral reef teeming with life"

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Prompt: "A medieval castle on a hill during sunset"

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Prompt: "The surface of the mars, rocky terrain with red sand,
photorealistic"

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Prompt: "A neon-lit cyberpunk street with rain reflections"

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Prompt: "A Minecraft style room with chests and torches"

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Prompt: "A majestic mountain range at sunset, photorealistic"

Input Image: Game Scene

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prompt: "A styled game scene with forest and mountains, high quality,
UE5"

Input Image: Indoor Room

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prompt: "A photorealistic cozy well-designed indoor room"

Input Image: Street View

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prompt: "A peaceful old-town street bathed in soft sunlight, with
stone houses and rustic wooden shutters.."

Input Image: Street View

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prompt: "A street view captured by a canon camera on newyork street,
photorealistic."

Input Image: Street View

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prompt: "A sleek, metallic corridor inside a futuristic spaceship,
ambient lighting."

Input Image: Painting

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prompt: "A beautiful scenary, a house on the flower field, painting
style"

How It Works

Learn about the technology behind WorldGen's 3D scene generation.
No buzzwords, No flashy names, just clear explanation.

Stage 1: Panorama Generation

First, we generate a high-resolution, 360-degree panorama image based
on the input text prompt or image. This panorama captures the overall
scene layout and appearance.

Stage 1 Pipeline Diagram

Stage 2: Pano-to-Scene Conversion

Next, the generated panorama is converted into a full 3D scene. This
involves converting panorama image into 3DGS or mesh representations,
allowing for interactive exploration and consistent views from any
angle.

Stage 2 Pipeline Diagram

Interactive Demo

Experience WorldGen's generated scenes yourself

Ready to Build Your World?

Dive into the code, explore the possibilities, and start generating
your own 3D scenes.
Visit the GitHub repository to get started.

Try it Now
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