Dataset
Measure
World’s largest and most diverse measured 3D dataset for AI model training.
3D Asset Engine For Game & Physical AI
We measure the physical world so you can accurately generate virtual ones
One flywheel, three pillars
Model
I2M
A model that predicts PBR and physics. The most accurate PBR solution for any 3D mesh.
Platform
Marso
3D AI content engine and library for production teams in game and simulation.
Measured,
ground truth data
Games and robotics are converging on the same problem: building worlds that behave like the real one. Most 3D generation guesses at materials from scraped or synthetic data. We measure them.
Every sample in our dataset is captured from a real object under controlled light. Our models learn how surfaces respond to light, not just how they tend to look. That is the gap between a render that looks right and a simulation that is right.
Captured in Marso MeasureResearcher dataset
Marso Studio
A platform that allows you to generate and manage game-ready & sim-ready 3D assets
For your meshes
PBR any mesh
Upload a textured .glb, .usdz or .fbx mesh and get predicted albedo, roughness, metallic and IOR maps for it.
Features
- Generate PBR materials
- Blender add-on
Create sim-ready assets
Make a 3D asset that is ready for simulation, then film physics simulations with it inside NVIDIA Isaac Sim.
Features
- Generate 3D from image
- Generate PBR materials
- USD minting
- Isaac Sim add-on
Create game-ready assets
Describe an object, or give an image or a mesh, and get a 3D asset with predicted PBR materials, ready for a game engine.
Features
- Image generation or import
- Generate 3D from image
- Generate PBR materials
- Blender add-on
Run Marso from your agent
Ask Claude, ChatGPT or Codex in plain words. Your agent builds the project in Marso Studio, where you can change a step or download the results.
Features
- Marso MCP
- Object detection
- Batch generate
- Generate PBR materials
Hook it up
Let your agents run Marso, or build I2M into your own pipeline.
For agents
Marso MCP
Ask Claude, ChatGPT or Codex in plain words. Your agent builds the assets in Marso Studio for you.
Claude · ChatGPT · Codex
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For developers
I2M API
Predict PBR materials for images, video and 3D meshes from your own code, in a few lines.
from marso import I2M material = I2M().predict("chair.jpg") # albedo · roughness · metallic · normal material.export("chair_pbr/")
Works in the tools you already use
BlenderNVIDIA OmniverseUnreal EngineClaudeCodex
BlenderNVIDIA OmniverseUnreal EngineClaudeCodex
BlenderNVIDIA OmniverseUnreal EngineClaudeCodex
BlenderNVIDIA OmniverseUnreal EngineClaudeCodex
What's New?
What's new: L1 Plus - our best Marso Measure model yet
L1 Plus is a ground-up improvement to how Marso Measure reads material data: better metal separation, more consistent roughness and more accurate colour.
Marso Measure - April Update
Marso Measure has had a busy April. Two releases, 26.1.4 and 26.1.5 have shipped back to back, and between them they cover a meaningful update to...