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SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v2.0

This dataset expands the original Sphere Challenge dataset with access to a full set of both training and testing data. This dataset is well-adapted for use to predict aspects of the activities of residents within a smart home based only on observed sensor data. An accompanying data descriptor is under submission to Nature Scientific Data.

An updated version was deposited in November 2022 with extensive additional data, as well as being reorganised to facilitate accessibility and reusability.

This dataset is available under the CC-BY licence.

Earlier version of this dataset available at: https://doi.org/10.5523/bris.1dcxespcsafm02fba4bckx0ymt

Complete download (zip, 586.6 MiB)

Creator(s) Emma Tonkin, Michael Holmes, Hao Song, Niall Twomey, Tom Diethe, Meelis Kull, Miquel Perello Nieto, Massimo Camplani, Sion Hannuna, Xenofon Fafoutis, Ni Zhu, Przemysław R. Woznowski, Gregory Tourte, Raul Santos-Rodriguez, Peter Flach, Ian Craddock
Publication date 04 Nov 2022
Language eng
Publisher University of Bristol
Licence Creative Commons Attribution 4.0
Warranty Disclaimer of Warranties and Limitation of Liability
DOI 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p
Citation Emma Tonkin, Michael Holmes, Hao Song, Niall Twomey, Tom Diethe, Meelis Kull, Miquel Perello Nieto, Massimo Camplani, Sion Hannuna, Xenofon Fafoutis, Ni Zhu, Przemysław R. Woznowski, Gregory Tourte, Raul Santos-Rodriguez, Peter Flach, Ian Craddock (2022): SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v2.0. https://doi.org/10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p
Total size 586.6 MiB

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