GaitMotion: A Multitask Dataset for Pathological Gait Forecasting

We provide a dataset for the gait analysis which contains extensive ground truths from gait events at the sample index level to gait parameters for normal and pathological walking patterns. We also provide a baseline model to predict the gait parameters from IMU recordings. Please refer to https://github.com/Zhang-Wenwen/GaitMotion for more details.

本数据集面向步态分析任务，涵盖了从样本索引层级的步态事件，到正常与病理行走模式下步态参数的全套地面真值。此外，我们还提供了一款可基于惯性测量单元（Inertial Measurement Unit，IMU）采集的记录信号预测步态参数的基准模型。更多详情请参阅https://github.com/Zhang-Wenwen/GaitMotion。