A Dataset of Routine Daily Activities in an Instrumented Home - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2017

A Dataset of Routine Daily Activities in an Instrumented Home

Résumé

We present a new dataset, called Orange4Home, of activities of daily living of one inhabitant in a smart home environment. We collected data from 236 heterogeneous sensors in a fully integrated in-strumented apartment. Data collection spanned 4 consecutive weeks of working days for a total of around 180 hours of recording. 20 classes of varied activities were labeled in situ. We report the methodology adopted to establish a representative, challenging dataset, as well as present the apartment and sensors used to collect this data.
Fichier principal
Vignette du fichier
paper_dataset.pdf (464.74 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01639673 , version 1 (20-11-2017)

Identifiants

Citer

Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley. A Dataset of Routine Daily Activities in an Instrumented Home. UCAmI 2017 - 11th International Conference on Ubiquitous Computing and Ambient Intelligence, Nov 2017, Philadelphie, United States. pp.413-425, ⟨10.1007/978-3-319-67585-5_43⟩. ⟨hal-01639673⟩
487 Consultations
1903 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More