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Unitree G1-D Humanoid Robot Data and Training Platform

SKU
G1-D
Manufacturer
Unitree

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Unitree G1-D Humanoid Robot Data and Training Platform

The Unitree G1-D is an end-to-end platform for humanoid robot data and training. It combines a high-performance humanoid robot platform with streamlined data acquisition tools and comprehensive model training and inference tools. The platform supports workflows for data acquisition, processing, labeling, review, data asset management, distributed training, custom model development, and deployment. It is available in G1-D Standard and G1-D Flagship configurations.

Highlights

  • Uses multiple proprietary humanoid embodiments with in-house actuators, gearboxes, encoders, and sensors.
  • Robot platform supports up to 19 total degrees of freedom excluding the end effector.
  • Arm configuration is 7 degrees of freedom per arm, excluding the end effector.
  • Data acquisition platform covers acquisition, processing, labeling, review, and data asset management.
  • Supports data collection across various robot platforms and end-effector configurations.
  • High-concurrency architecture supports hundreds of robots performing synchronous data collection.
  • Model training and inference tools support distributed training, custom model development, and deployment.
  • Platform supports major open-source frameworks and offers integration with open-source models such as PI and GROOT.
  • UnifoLM-WMA-0 is Unitree's open-source world-model-action architecture for general-purpose robot learning across multiple robotic embodiments.

Technical specifications

SpecValue
Models - Available configurationsG1-D Standard; G1-D Flagship
Dimensions - Overall dimensions at minimum column height, G1-D Standard1260 x 500 x 500 mm
Dimensions - Overall dimensions at minimum column height, G1-D Flagship1260 x 525 x 570 mm
Dimensions - Overall dimensions at maximum column height, G1-D Standard1680 x 500 x 500 mm
Dimensions - Overall dimensions at maximum column height, G1-D Flagship1680 x 525 x 570 mm
Mechanical - Total weight including battery, G1-D StandardApprox. 50 kg
Mechanical - Total weight including battery, G1-D FlagshipApprox. 80 kg
Degrees of Freedom - Total DOF excluding end effector, G1-D Standard17
Degrees of Freedom - Total DOF excluding end effector, G1-D Flagship19
Degrees of Freedom - Single arm DOF excluding end effector7
Degrees of Freedom - Arm degrees of freedom7 x 2
Degrees of Freedom - Waist degrees of freedom2
Degrees of Freedom - Column degrees of freedom1
Degrees of Freedom - Base degrees of freedom2
Arm - Maximum single arm payloadApprox. 3 kg
Arm - Maximum single arm payload noteThe maximum load of the arm varies greatly under different arm extension postures.
End Effector - End effector optionsOptional 2-finger gripper; 3-finger dexterous hand without tactile; 3-finger dexterous hand with tactile; 5-finger dexterous hand
Waist - Waist joint range of motionZ-axis: ±155°; Y-axis: -2.5° to +135°
Column - Column lifting speedApprox. 60 mm/s
Workspace - Vertical workspace0 - 2 m
Mobile Operation - Mobile lifting designCombines wheels and lifting mechanisms
Baseplate - Maximum mobility speed, G1-D Flagship1.5 m/s
Baseplate - Chassis drive type, G1-D FlagshipDifferential drive, supports 360° in-place rotation
Baseplate - Chassis sensors, G1-D FlagshipLiDAR x1; depth camera x2; physical collision sensor x2; low-obstacle detection sensor x2
Computing - Basic computing power8-core high-performance CPU
Computing - High computing power moduleNVIDIA Jetson Orin NX 16GB (100 TOPS)
Sensors - Perception sensorsHead HD binocular camera x1; wrist HD camera x2
Connectivity - Wi-Fi 6Yes
Connectivity - Bluetooth 5.2Yes
Battery - Battery, G1-D StandardUpper body battery, quick-release: 9 Ah
Battery - Battery, G1-D FlagshipChassis battery, built-in: 30 Ah
Battery Life - Battery life, G1-D StandardApprox. 2 hours
Battery Life - Battery life, G1-D FlagshipApprox. 6 hours
Control - Lifting accuracy±0.5 mm
Control - End-effector gripper accuracy±0.1 mm
Control - Accuracy noteAccuracy varies with different end-effector configurations.
Control - System teleoperation latency< 100 ms
Control - Sampling rate60 Hz
Accessories - Manual controllerYes
Accessories - Visualization computerYes
Software - Upgraded intelligent OTAYes
Software - Secondary developmentYes
Data Acquisition Pipeline - Pipeline stepsCreating new collection tasks; task editing and assignment; data acquisition and annotation; data upload and review; data storage; data export
Training and Inference Pipeline - Pipeline stepsModel architecture selection; training configuration; real-time monitoring; parameter editing; simulation testing; model export and deployment
Training - Distributed training GPU utilizationUp to 90% GPU utilization

Use cases

  • Service
  • Life
  • Retail
  • Industry
  • Humanoid robot data acquisition
  • Humanoid robot model training and inference
  • Simulation-based model evaluation
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