Observed arrival · 2026-10-31
7DOF Labs puts consent and quality checks into robot-training data
7DOF Labs describes collecting and annotating real-world work video for Physical AI and robot-learning teams, with consent and provenance attached to each clip.
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- Physical AI and robot-learning teams needing real-world training video
- Worth noticing
- The site lists six clip-acceptance checks, including both hands in view, synchronized sensors, complete tasks, anonymisation, and consent records.
Field notes
The page distinguishes custom collection from annotation of footage a client already holds, and says labels can be delivered in the client’s own schema. Its listed capture specifications include 1080p-to-4K video at 30 or 60 frames per second and 21 keypoints per hand. The described settings are working sites with consenting staff; the homepage does not provide independent evidence of completed deployments.
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