An upper limb stroke rehabilitation exercise video dataset

Published: 26 February 2026| Version 1 | DOI: 10.17632/49h9dcwx5v.1
Contributors:
Binoy Nair,
,
,

Description

The dataset was collected by recording four hundred and ninety-one videos of volunteers performing four distinct upper limb muscular strengthening exercises designed for self-rehabilitation of hemiplegic patients. Each video represents one exercise cycle from start of the rehabilitation exercise to end of the exercise. The recorded data was manually reviewed and categorized into two groups: ‘complete’, where volunteers successfully performed the exercises, and ‘incomplete’, where they experienced difficulty or failure in execution.

Files

Steps to reproduce

All the videos in the dataset have been carried out as per the proceedure given in: C. Bonnyaud, K. Jinwala, N. Roche, Self-rehabilitation booklet for Hemiplegic patients, Fondation Garches-Allergan Inc., Garches, 2015. The dataset has been recorded using a conventional mobile phone camera and a webcam.

Institutions

Categories

Stroke, Video, Exercise Rehabilitation, Deep Learning

Licence