threestudio-project/threestudio

Health v2 · maintenance only

Adoption not part of the score

7059 stars · 555 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

threestudio is a unified open-source framework for 3D content generation from text prompts, single images, and few-shot images by lifting 2D text-to-image diffusion models. It implements research methods such as DreamFusion, ProlificDreamer, Magic3D, and Zero-1-to-3 in a modular system.

Use cases

• generate 3d models from text prompts
• create 3d assets from a single image
• reproduce dreamfusion or prolificdreamer research
• text-to-3d generation with stable diffusion
• neural radiance field content creation
• few-shot image to 3d reconstruction

When to choose

• you need a unified implementation of multiple text-to-3d research methods
• you want to experiment with or extend score-distillation-based 3d generation
• you have a GPU and want to generate 3D content from text or images

When to avoid

• you need production-ready 3D modeling tools with mesh editing
• you lack a CUDA-capable GPU
• you need fast real-time generation rather than slow optimization-based synthesis

Facets

framework · maturity active

machine-learning deep-learning graphics simulation artificial-intelligence deep-learning graphics computer-vision python cross-platform 3d-content-generation text-to-3d image-to-3d nerf diffusion-models generative-ai research-framework gpu linux

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