For my Human Sensing and Signals course project, I wanted to design a prototype for an application that would monitor a person’s hydration levels based on their water intake and physical activity. Towards this goal, I collected data for and trained two models: a drinking gesture detection model and activity recognition model.

Hardware (left) and software (right) used for data collection and testing

Here are the slides for the in-class presentation I gave:

Here is the full report: