The human activity dataset
for robotics & AI
Egocentric human activity data from real environments, collected globally and delivered through a single API.
The bottleneck isn't compute
billions of hours of human activity,
every day. almost none of it captured.
Every breakthrough in AI has been a data breakthrough. Language models scaled on text, vision models on images. Robotics is still stuck on thousands of hours of teleoperated demos from a handful of labs.
We collect diverse, egocentric human activity data from real environments across multiple continents and deliver it as clean, annotated datasets ready for training.
The largest multimodal dataset of human activity
Egocentric video, motion, and sensor data collected from real workers across dozens of industries worldwide.
| # | Industry | # | Industry |
|---|---|---|---|
| 1 | Manufacturing | 6 | Warehousing |
| 2 | Construction | 7 | Agriculture |
| 3 | Restaurants | 8 | Automotive |
| 4 | Hospitality | 9 | Healthcare |
| 5 | Electrical Work | 10 | Maintenance |
| 6 | Warehousing |
| 7 | Agriculture |
| 8 | Automotive |
| 9 | Healthcare |
| 10 | Maintenance |
Data modalities
Egocentric video
First-person footage from real workers across real environments
Motion & sensor data
IMU, accelerometer, and gyroscope streams from wearable devices
Annotations & labels
Activity recognition, object detection, and temporal segmentation
Our thesis
The assumptions behind everything we build.