Data
Data and simulation resources to train and test robots.
- HumanML3DOpen source
Human motions paired with text descriptions for language-to-motion.
- RotorSOpen source
MAV simulator framework for Gazebo.
- GazeboOpen source
The classic open-source 3D robotics simulator, tightly integrated with ROS.
- MuJoCo WarpOpen source
GPU-native MuJoCo in NVIDIA Warp for massively parallel learning.
- Objaverse-XLOpen source
Ten million 3D objects for populating simulators and training vision.
- Gazebo model database
Hundreds of ready-made SDF models of robots, objects and buildings.
- KITTIOpen source
The benchmark that defined visual odometry and driving perception.
- DARTOpen source
Dynamic Animation and Robotics Toolkit.
- M2DGROpen source
Multi-sensor ground robot sequences indoors and outdoors with ground truth.
- GraspNet-1Billion
Large-scale benchmark and baseline for general object grasping.
- AMASS
Unified human motion capture archive for training humanoid controllers.
- Argoverse 2Open source
Sensor, LiDAR and motion-forecasting datasets with HD maps.
- UUV Simulator
Gazebo packages for simulating underwater vehicles and manipulators.
- SAPIENOpen source
A simulated part-based interactive environment with articulated objects.
- Hexapod SimulatorOpen source
A browser-based hexapod kinematics simulator to design gaits and legs.
- Aerial GymOpen source
Isaac Gym environments for training multirotor control policies.
- Virtual RobotXOpen source
Simulated autonomous surface vessel competition environment.
- comma2k19Open source
33 hours of highway driving with camera, GNSS and CAN logs.
- Ego4DOpen source
3,600 hours of egocentric human video used to pretrain manipulation models.
- MimicGen
Generate thousands of demonstrations from a handful of human ones.
- onshape-to-robotOpen source
Export Onshape CAD assemblies directly to URDF, SDF and MJCF.
- OmniObject3D
6,000 real scanned objects with meshes, videos and point clouds.
- DROIDOpen source
A large-scale in-the-wild robot manipulation dataset.
- TartanAirOpen source
Photorealistic simulated SLAM sequences with hard weather and lighting.
- BridgeData V2Open source
60k+ trajectories of a low-cost WidowX arm across 24 environments.
- ArduPilot GazeboOpen source
Simulated planes, quadplanes, rovers and boats for ArduPilot.
- RoboNetOpen source
15 million video frames from 7 robot platforms for large-scale visual learning.
- EPIC-KITCHENS-100
100 hours of first-person kitchen video with action and object labels.
- ACRONYMOpen source
17.7 million simulated parallel-jaw grasps on 8,872 ShapeNet objects.
- YCB object setOpen source
The standard benchmark objects for manipulation, ready for simulation.