A Dataset of Routine Daily Activities in an Instrumented Home

Julien Cumin 1, 2 Grégoire Lefebvre 1 Fano Ramparany 1 James L. Crowley 2
2 PERVASIVE INTERACTION
Inria Grenoble - Rhône-Alpes, LIG - Laboratoire d'Informatique de Grenoble
Abstract : 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.
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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⟩

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