Humanoid robot
training data programs

Humanoid robots require whole-body demonstration data that public datasets cannot supply at production scale or task specificity. DataX Power designs and runs managed collection programs - bimanual manipulation, mobile navigation, long-horizon task sequences - with kinematic retargeting to your robot morphology and delivery in formats your policy training pipeline can use directly.

Managed end-to-end programsQA by domain-trained engineersGDPR-aligned consent managementAPAC delivery from Hanoi

A complete managed program,
built to your specification

01

Whole-body manipulation recording

Synchronized ego, wrist, and third-person camera coverage of full-body manipulation sequences. Head-mounted, wrist-mounted, and overhead cameras captured simultaneously with sub-5ms sync across all streams. Covers standing, seated, and mobile manipulation configurations.

02

Bimanual task demonstration

Purpose-designed bimanual task programs covering assembly, tool use, object handoff, container manipulation, and two-handed coordination tasks. Scripted for task diversity and long-tail edge-case coverage. Compatible with ALOHA-2 and custom bimanual teleoperation setups.

03

Mobile manipulation programs

End-to-end mobile manipulation episodes combining navigation and manipulation phases. Warehouse, domestic, and light-industrial environments. On-board and chase-camera configurations for locomotion data.

04

Kinematic retargeting and format delivery

Human demonstration data retargeted to your robot morphology - joint angle mapping, end-effector trajectory adaptation, and gripper state normalization. Delivered in HDF5, ROS2 bag, or your policy format. Compatible with Unitree, Figure, Fourier, Sanctuary, and custom humanoid platforms.

Program outcomes

  • Synchronized ego + wrist + exo camera streams with proprioceptive data per episode
  • Kinematic retargeting from human demonstrators to your robot morphology included
  • Compatible with Unitree G1/H1, Figure 02, Fourier GR1, ALOHA-2, and custom platforms
  • Task diversity matrix designed at spec stage - not improvised during collection
  • Scales from 100-hour research pilots to 50,000-hour production programs on one contract

Ready to scope your program? We respond within one business day.

Frequently asked questions

Common questions from enterprise teams scoping data collection programs.

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