zhewang98 / open-access-dataset-of-semg

Eight-channel emg data of 10 gestures collected from the forearms of 23 volunteers.

Overview：Main branch：Source code of INFO-LSSVM model; Master branch: open access dataset of sEMG Recordings.
We provide an open access dataset of sEMG Recordings. We acquired data from 23 subjects using MYO armband. Using our dataset, researchers can develop advanced techniques on pattern recognition of 10 complicate hand gestures. These techniques are essential for intuitive control of neuroprostheses.
Gestures: {'握拳手势','二指捏取','手势2','手势3','点赞','三指捏取','球形手势','展开手势','指向手势','柱形手势'};{'Fist','Pinch','TWO','Three','Good','Tripod','Spherical','HO','INDEX','Cylindrical'}
When using this resource, please cite as:
https://github.com/ZheWang98/Open-access-dataset-of-sEMG