Diverse Egocentric POV Video
- 50+
- Environments
- Hands-on
- Manipulation focus
- 1080p+
- Resolution
- 30 fps+
- Frame rate
We typically reply within 24 hours
First-person footage of dexterous hand activity across 50+ real-world environments, focused on fine manipulation and tool use.
First-person video centered on the hands, capturing fine manipulation, grasping, and tool use across 50+ everyday and specialized environments. The collection prioritizes close, unobstructed views of dexterous activity so models can learn the mechanics of how people handle objects.
Every clip is collected from paid contributors with explicit consent, scene-level provenance attached, and non-consenting bystanders blurred during QA before delivery.
Highlights
- Close first-person views of dexterous hand activity and tool use
- 50+ environments spanning everyday and specialized settings
- Clear, unobstructed framing of grasps and fine manipulation
- Authentic activity from paid contributors, not staged demos
- Scene-level consent and bystander blurring before delivery
Environment coverage
50+ environments emphasizing hands-on activity. Coverage extends to specific tasks, tools, or settings on request.
Capture and format
First-person video at 1920×1080 or higher and 30+ fps from head- or chest-mounted rigs, framed for close hand visibility. Clips retain the full activity rather than trimmed highlights.
Annotations
Per-clip scene and activity metadata as standard, plus optional hand-object interaction events, grasp labels, and sub-step segmentation on request.
Provenance
- Paid contributors with signed scene-level consent
- Bystander faces blurred during QA before delivery
- No third-party copyrighted content on screen
- Per-clip audit trail and licensable usage rights
Use cases
- Dexterous manipulation and robotics policy learning
- Hand-object interaction and grasp modeling
- Egocentric action recognition
- Affordance and tool-use research
