人体动作行为数据集

人体动作行为数据集由1000个动作样本组成，包含每个样本的RGB视频和IMU惯性传感器数据，共包含12个动作（骑行、抬手亮屏(右)、抬手亮屏(左)、跳绳、划船、手臂甩动、静坐、划船机运动、上下楼梯、静站、起立和行走）。数据集由2个VICON VUE 相机和5个VICON Blue Trident九轴惯性传感器（包含加速度计、陀螺仪和磁力计）同时捕获，相机采样率设置为100Hz，惯性传感器采样率设置为1000Hz，2个相机分别放置在受试者运动方向上的正前方和45°左前方，5个惯性传感器分别佩戴在受试者右手腕、右手臂、腰部、左大腿和左脚踝处。

This human action and behavior dataset comprises 1000 action samples, with each sample including RGB videos and IMU inertial sensor data, covering a total of 12 action types: cycling, right-hand screen wake-up, left-hand screen wake-up, rope skipping, rowing, arm swinging, sitting still, rowing machine exercise, ascending and descending stairs, standing still, standing up, and walking. The dataset was simultaneously collected using 2 VICON VUE cameras and 5 VICON Blue Trident 9-axis inertial sensors, which include accelerometers, gyroscopes, and magnetometers. The sampling rate of the cameras is set to 100 Hz, while that of the inertial sensors is set to 1000 Hz. The two cameras are respectively placed directly in front of the subject's movement direction and at a 45° left-front position. The five inertial sensors are worn on the subject's right wrist, right arm, waist, left thigh, and left ankle, respectively.