Prescientje / thesis

My ICS Thesis, entitled "Identifying Hand Hygiene Using Neural Networks".

thesis

My ICS Thesis, entitled "Identifying Hand Hygiene Using Neural Networks".

This project used acceleration data from several healthcare workers recorded on custom wrist sensors in order to classify novel samples as either "Hand Hygiene" or "Not Hand Hygiene." Deep neural networks designed with Tensorflow were developed in order to produce a classification system.

The code can be found in the code directory.

Here are the links for the various project documentation and presentations:

• Weekly Logbook
• Literature Review
• Fall Slideshow
• Winter Slideshow
• Spring Poster
• Spring Slideshow
• Final Thesis Document