ISRMyo-I: A database for sEMG-based hand gesture recognition

This repository aims to publish a sEMG database for hand gesture recongnition, which is suitable for intra-session, inter-session, inter-day and inter-subject tests. Six subjects were involved in data collection on ten days, and two sessions a day with the interval of half an hour. In each session, one trial (10 secondes) for each geature was conducted. The electrode sleeve did not reweared between two sessions in a day. The utilised sEMG device was customised by the Intelligent System and Biomedical Robotics Group, which was discussed in [1].

本仓库旨在发布一个适用于手部手势识别的表面肌电图(sEMG)数据库，该数据库适用于会话内、会话间、日间以及个体间的测试。在数据收集过程中，共涉及六名受试者，于十天内进行，每日分为两个会话，会话间隔为半小时。在每次会话中，针对每种手势均进行一次试验（每次试验时长为10秒）。在每日的两个会话之间，电极袖套未更换。所使用的sEMG设备由智能系统与生物医学机器人组定制，相关内容详见[1]。