Lunar & Martian Data for Verification & Validation
Enabling space robotics teams to build hazard avoidance systems, validate lunar landing systems and build state-of-the-art navigation systems for autonomous platforms.
Working with the organizations operating in the hardest environment there is
Pixel-Perfect Labels & World Metadata
Move beyond basic 2D boxes with precise segmentation and rich metadata, helping your AI gain deeper scenario understanding, with no manual labeling required.
Accelerate Autonomy Development by Unlocking Unlimited Sensor Data
Identify Where Your Perception Systems Will Fail
Generate thousands of variations across lighting conditions, terrain types, and rock distributions to precisely identify where your perception system will fail ahead of physical deployments.
Craft Customized 3D Terrains
Upload custom Digital Elevation Models (DEM), select surface materials, and customize crater and rock distributions to create specific terrains and scenarios.
Lunar Lighting Simulation
Simulate lunar-specific lighting conditions with full control over sun elevation angles, artificial illumination conditions, and specific lunar lighting artifacts such as the opposition effect.
Create Time Series Scenarios
Generate and customize camera traversal paths through the 3D environment to create time series datasets.
Generate Data at 24FPS
Data is capable of being generated in real time using off-the-shelf GPU solutions.
Hazard Avoidance and Landing
Validate descent and landing systems against rock fields, slopes and craters that no probe has imaged yet.
How do you train perception for a mission that has not flown?
Render the surface or orbit in simulation with pixel and pose ground truth, and train against scenes that have no real equivalent yet.
Can I use my own terrain?
Yes. Upload a Digital Elevation Model, choose surface materials, and set crater and rock distributions to recreate a specific site.
Why is lunar lighting hard for perception?
There is no atmosphere to soften it, so you get hard shadows, extreme dynamic range and effects like the opposition surge. Stardust gives you control over sun elevation and these artifacts so models do not break in operation.
Unlock Unlimited Off-world Datasets
See Stardust generate a dataset for your landing site, rover or orbit.
Book a demo HOW STARDUST WORKS →