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Data Collection
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The dataset was curated by hand using accelerometer data from our mobile phones. In total, we had 300 datasets of different elevations and smooth gaits. Utilizing x, y, and z coordinates of movement with WolframAlpha Mathematica, we pre-processed the data to fit a pre-trained image classification model.
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Dataset was collected on-site in the timeframe of 36 hours.
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Walking
Stairs
Stairs
Walking​
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