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MOVE YOUR GLASS
PHYSICAL ACTIVITY MONITORING USING GOOGLE GLASS

Move Your Glass is an app built using the JavaScript-based Wearscript library to communicate with the native sensors and camera on the device. In particular, data from the tri-axial accelerometer and camera are collected and analyzed offline using a designated server. These results are then fed into a k-nearest neighbors machine learning routine and compared to training data to provide continuous differentiation between sitting/standing, walking, and running while the user is on the go. The ultimate goal is to log this information (and additional activity parameters) and convey activity summaries and, if necessary, prompts for increasing activity, back to users.

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