top of page

Data Collection

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. 

Dataset was collected on-site in the timeframe of 36 hours. 

Screen Shot 2018-12-01 at 6.43.56 PM.png
take-a-walk.png
Walking
Stairs
Screen Shot 2018-12-01 at 5.05.10 PM.png
stairup21.png
Stairs
Walking​
bottom of page