AI & ML interests

data, ai, robotics

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Organization Card

Leverage Physical Superintelligence, with real-world data.

humaid.co · LinkedIn · GitHub · info@humaid.co


We collect real-world egocentric demonstration data for robotics — across manufacturing, warehouse, hospitality and food-service environments. Trained operators wear calibrated multi-sensor rigs on real jobs, and we run the whole pipeline from capture through annotation, quality control and delivery.

Not lab data. Not scripted. People doing their actual work.

What we capture

Egocentric Stereo RGB-D, global shutter, 1920×1200 @ 30 fps
Wrists Dual wrist cameras, synchronized
Depth 16-bit, losslessly compressed
IMU ~200 Hz, head and both wrists
Hands 21-keypoint 3D model per hand
Labels Temporal action segmentation + natural-language descriptions
Format MCAP, every signal on a shared clock

Open datasets

🎬 EgoViz-120

120 hours · 5,392 clips · 7.25 TB · CC-BY-4.0

Synchronized egocentric demonstrations of real cleaning, cooking and facility work. Stereo ego video, two wrist cameras, depth, three IMUs, 3D hand pose and frame-level action labels, in a single self-contained MCAP per clip.

Working with us

We build custom datasets against a spec: environments, tasks, sensor configuration, annotation schema and volume. 50+ companies served, 12+ countries, 55,000+ operators across our partner networks.

If you are training manipulation or humanoid policies and the bottleneck is real-world data, get in touch — info@humaid.co.

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