A multi-sensor dataset with annotated activities of daily living recorded in a residential setting.

ABSTRACT: SPHERE is a large multidisciplinary project to research and develop a sensor network to facilitate home healthcare by activity monitoring, specifically towards activities of daily living. It aims to use the latest technologies in low powered sensors, internet of things, machine learning and automated decision making to provide benefits to patients and clinicians. This dataset comprises data collected from a SPHERE sensor network deployment during a set of experiments conducted in the 'SPHERE House' in Bristol, UK, during 2016, including video tracking, accelerometer and environmental sensor data obtained by volunteers undertaking both scripted and non-scripted activities of daily living in a domestic residence. Trained annotators provided ground-truth labels annotating posture, ambulation,

SUBMITTER: Tonkin EL 

PROVIDER: S-EPMC10036321 | biostudies-literature | 2023 Mar

REPOSITORIES: biostudies-literature