Observed arrival · 2026-10-28
ForcePose: bare-hand EMG data for robot learning
ForcePose pairs a wearable band with software that turns forearm muscle signals into finger joint angles and fingertip force for robotics research and training.
- For
- Robotics teams collecting human hand demonstrations
- Worth noticing
- Each session records muscle signals, video, joint angles, and fingertip force; personalized model fine-tuning is labeled early access.
Field notes
The recording package is described as combining gForce bands, cameras, data gloves, fingertip force sensors, and recording software. Sessions capture muscle signals, video, joint angles, and fingertip force together. The separate model offering is labeled early access; the page says it can be fine-tuned with about 20 minutes of a user's band-recorded data. Its research section includes examples from Bologna, Xi'an Jiaotong, and a Sharpa team.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
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