allenai/objaverse-xl resource

Health v2 · maintenance only

Adoption not part of the score

1351 stars · 90 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Objaverse-XL is an open dataset of over 10 million annotated 3D objects, along with Python API scripts for downloading, processing, and Blender-rendering the assets. It was used to train Zero123-XL, a foundation model for 3D generation supporting image-to-3D and text-to-3D workflows.

Use cases

• download a large 3D object dataset for machine learning
• render 3D objects with Blender for training data
• train 3D foundation models like Zero123-XL
• generate 3D models from a single image
• generate 3D assets from text prompts
• research novel view synthesis on sketches and cartoons

When to choose

• you need a massive, diverse corpus of 3D objects for training or evaluating 3D models
• you want a Python API to programmatically download and process 3D assets
• you need Blender-compatible rendering pipelines for 3D data

When to avoid

• you need a small curated dataset with consistent licensing for commercial use
• you only need lightweight 3D assets for a game or app rather than ML research
• you cannot handle multi-terabyte downloads or GPU-heavy processing

Facets

dataset · maturity stable

machine-learning computer-vision data-science etl computer-vision machine-learning artificial-intelligence graphics python cross-platform 3d-objects 3d-dataset image-to-3d text-to-3d blender-rendering novel-view-synthesis huggingface zero123-xl

Member repositories

For agents

markdown · JSON · MCP: product_card(name="allenai/objaverse-xl")