Dataset

SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v1.0 (updated version at DOI: 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p)

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.

This dataset has been superseded. Updated version available at: https://doi.org/10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p

Complete download (zip, 36.7 MiB)

Creator(s)	Niall Twomey, Tom Diethe, Meelis Kull, Hao Song, Massimo Camplani, Sion Hannuna, Xenofon Fafoutis, Ni Zhu, Pete Woznowski, Michael Holmes, Miquel Perello Nieto, Emma Tonkin, Peter Flach
Publication date	07 May 2021
Language	eng
Publisher	University of Bristol
Licence	Creative Commons Attribution 4.0
Warranty	Disclaimer of Warranties and Limitation of Liability
DOI	10.5523/bris.1dcxespcsafm02fba4bckx0ymt
Citation	Niall Twomey, Tom Diethe, Meelis Kull, Hao Song, Massimo Camplani, Sion Hannuna, Xenofon Fafoutis, Ni Zhu, Pete Woznowski, Michael Holmes, Miquel Perello Nieto, Emma Tonkin, Peter Flach (2021): SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v1.0 (updated version at DOI: 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p). https://doi.org/10.5523/bris.1dcxespcsafm02fba4bckx0ymt
Total size	36.7 MiB

Sub-levels

sample_participant_information

SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v1.0 (updated version at DOI: 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p)

Sub-levels

Data Resources