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    • Long-tail and edge-case
  • How we collect
    • Dedicated teams
    • Crowdsource
    • Hybrid
  • Solutions
    • Humanoid robotics
    • Mobile manipulation
    • Warehouse and logistics
    • Surgical and medical
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    • Humanoid
    • Bimanual arms
    • Mobile manipulation
    • Industrial arms
    • Aerial and AMR
    • Simulation
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Embodied AI

first-person video datasets robot learning
Robot Training Data
Manish Jain

First-Person Video Datasets: What Makes One Usable for Robot Learning

September 10, 2026
human demonstration vs teleoperation data
Robot Training Data
Manish Jain

Human Demonstration Data vs Teleoperation Data: A Simple Comparison

September 10, 2026
imitation learning dataset structure
Robot Training Data
Manish Jain

Imitation Learning Datasets: How to Structure Yours from Day One

September 9, 2026
trajectory data for robotics formats
Robot Training Data
Manish Jain

Trajectory Data for Robotics: Formats, Schemas, and Storage Choices

September 8, 2026
egocentric data collection
Teleoperation Data
Manish Jain

What Is Egocentric Data Collection? A Plain-English Guide for Robotics Teams

September 7, 2026
Activities-of-Daily-Living
Robot Training Data
Manish Jain

Activities of Daily Living: A Task Taxonomy for Home Robots

September 4, 2026
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DATA SERVICES
  • Teleoperation
  • Human demonstration
  • Sensor capture
  • Annotation & labeling
  • Synthetic & sim-to-real
  • Evaluation benchmarks
  • Long-tail & edge-case
PLATFORMS
  • Humanoid
  • Bimanual arms
  • Mobile manipulation
  • Industrial arms
  • Aerial & AMR
  • Simulation
HOW WE COLLECT
  • Dedicated teams
  • Crowdsource
  • Hybrid
SOLUTIONS
  • Humanoid robotics
  • Mobile manipulation
  • Warehouse & logistics
  • Surgical & medical
COMPANY
  • About
  • Leadership
  • Careers
  • Security
  • Contact
  • Locations
RESOURCES
  • Guides
  • Case studies
  • Comparisons
  • Blog
  • Events

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