Text2room

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Text2Room is a Content & Design tool that generates textured 3D meshes from text prompts. It utilizes 2D text-to-image models to create detailed 3D room structures.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is text2room?

Text2Room is an open-source tool that generates textured 3D meshes of rooms based on a given text prompt. It leverages 2D text-to-image models, specifically Stable Diffusion, to create the 3D structures. The tool is associated with an ICCV 2023 research paper and provides a comprehensive framework for scene generation, including mesh files, renderings, and metadata. Users can customize generation with their own prompts and camera trajectories, or start from an existing image. It also supports optimizing a NeRF for generated scenes, making it valuable for researchers and developers working with 3D content creation and scene understanding.

Best used for

Ideal for researchers and developers who need to generate realistic 3D room meshes from text prompts, customize scene generation with specific camera trajectories, and optimize NeRF models for generated environments. Especially valuable for academic projects and experimental 3D content creation.

Common actions

generate 3D meshes

create virtual rooms

convert text to 3D

customize 3D scenes

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Capabilities

Key features

Text-to-3D mesh generation
Textured 3D mesh output
2D text-to-image integration
Customizable camera trajectories
NeRF optimization support
Input image scene creation

Target Audience

3d artistsgame developersresearchersarchitects

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of 3D output does Text2Room generate?

Text2Room generates textured 3D meshes, including fused meshes after different stages of processing, and optionally Poisson surface reconstructed meshes. It also outputs renderings, depth maps, and metadata like camera poses and settings, which are useful for further 3D applications.

Can I customize the generated scenes?

Yes, Text2Room is highly configurable. You can specify your own text prompts, define custom camera trajectories using JSON files, and even start the scene generation from an existing input image. This allows for significant control over the output.

Does Text2Room support NeRF optimization?

Yes, Text2Room provides a transforms.json file in the standard NeRF convention. This file can be used with popular NeRF frameworks like Instant-NGP or NeRFStudio to optimize a Neural Radiance Field for the generated scene, leveraging the rendered images.

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