Published January 1, 2023
| Version 2.0
Dataset
Open
EMG hand gesture dataset
Creators
- 1. Grupo de Investigación en Inteligencia Computacional y Automática (GIICA), Universidad EIA, Envigado 055428, Colombia
- 2. Grupo de Investigación en Información y Gestión, Escuela de Administración, Universidad EAFIT, Medellín 050021, Colombia
- 3. Departamento de Estudios en Ingeniería para la Innovación, Universidad Iberoamericana, Ciudad de México 01219, Mexico
- 4. College of Business and Economics, University of Johannesburg, Auckland Park, P.O. Box 524, Johannesburg 2006, South Africa
Description
This dataset contains surface electromyography (sEMG) data of 5 different hand gestures performed by eight subjects. The data is store in a folder for each one of the subjects, each folder, contains 5 files, one for each gesture. The files contain the sEMG data of 4 sEMG channels placed on the forearm. The reader may refer to the following articles for more information about the dataset: LSTM Recurrent Neural Network for Hand Gesture Recognition Using EMG Signals and A Proposal of Bioinspired Soft Active Hand Prosthesis. The gustures are: open hand, closed hand, lateral pinch, signaling sign, rock sign.
Files
EMG hand gestures dataset.zip
Files
(30.3 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:a60e307a64f3065d4e00f17d1b212019
|
30.3 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Journal article: 10.3390/app12199700 (DOI)
- Journal article: 10.3390/app12199700 (DOI)