10th of November 2011: Challenge dataset with complete labels released.
12th of August 2011: an issue arose in S1-Drill.dat in the 10th of August update. Please download the new version.
10th of August 2011: challenge dataset for task A, B1, B2 has been re-issued!
Note: The dataset is publicly available and can be used freely for research purposes. When using it, please cite the two references below. Also, let us know if you have any publication that uses this dataset (see current list of publications).
Data is provided as a text file containing a matrix where each row corresponds to a sample. The first column includes the sample timestamp (ms), and the last two columns include the labels for modes of locomotion and gestures respectively. See the example below corresponding to data for tasks A,B1,B2.
Note: Bluetooth sensors suffered from disconections during the recordings. These lead to missing samples that are coded as 'NaN' in the provided dataset.
Do not hesitate to contact the consortium.
We develop opportunistic activity recognition systems: goal-oriented sensor assemblies spontaneously arise and self-organize to achieve a common activity and context recognition. We develop algorithms and architectures underlying context recognition in opportunistic systems.
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