Activity and Behavior Computing by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9789811589447
Publisher: Springer Singapore

10.3 Data

The competition dataset is recorded in a simulated home environment. It is comprised of approximately three hours of labeled data collected from three volunteers, released for training the models, and one hour of unlabeled data from a fourth volunteer used for the final evaluation of the competitors. The activities are performed when the user is either upright (standing stationary vs. walking) or sitting (sitting at a desk on a chair vs. sitting on a sofa). During the recording, the volunteers may or may not be using a smartphone, resulting in 8 subcategories of activities. The eight activities of interest and their distribution are shown in Fig. 10.1. The dataset size is quite limited, which makes the identification of all eight subcategories even more challenging.

Fig. 10.1Distribution of the activity data

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