College

College of Engineering and Polymer Science

Date of Last Revision

2021-05-14 08:21:01

Major

Mechanical Engineering

Honors Course

4600:497

Number of Credits

4

Degree Name

Bachelor of Science

Date of Expected Graduation

Spring 2021

Abstract

In this project we approached the problem of developing a computer-based system which can identify whether people in images are wearing masks or not. To do so, we divided the project into two primary research areas: hardware and software. The hardware team inspected camera solutions and data gathering efforts on campus to assist the software training of the machine learning model. The software team learned how to work with machine learning by using TensorFlow and Python to use transfer learning to develop a model that will quickly detect if someone was wearing a mask or not.

Research Sponsor

Dr. Yalin Dong

First Reader

Wenjing Yang

Second Reader

Andrew Knoll

Honors Faculty Advisor

Dr. Scott Sawyer

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