Project Overview
Traditionally, eyetracking software requires a high frame rate in order to classify eyemovements and is difficult to obtain in an embedded system. The project is concerned with getting past this constraint by using a machine learning model and specalized hardware for the task. Our contribution to this will be a system that takes in video feed of a user's eyes, and implement two different machine learning models on the same embedded system to determine the position of the pupil center, whether or not they are blinking, and the type of eye movement that is occurring (fixation, saccade, smooth pursuit). This information could then be used in broader systems that makes use of this information.Team Members
Sandro Panchame
Neural Network Analysis and OptimizationI'm a Software Engineering student. I grew up in New York and moved to Iowa several years ago. I'm interested in Artificial Intelligence and Machine Learning. After graduation I plan to find a job respective to my degree.
Jeffery Kasper
Operating Environment Developer and Embedded Systems DesignI am a student in Software Engineering. I grew up in a rural community in Minnesota where I took internships in the summers with a local manufacturing company. After graduation I have accepted a position with an engineering firm in a suburb of the twin cities.
Alek Comstock
Embedded Systems DesignI'm a computer engineer. I grew up in a small town in Iowa. I competed in FIRST Tech Challenges in highschool and that drove my interest of computer-related engineering up. My main interests are embedded systems and OS design. After graduation, my dream job would be to go into robotics.
Rudolph Nahra
Embedded System DevelopmentI'm a student double majoring in Computer Engineering and Mathematics. I will be going to graduate school to study Computer Engineering.
First Semester Weekly Reports
Report 1Report 2
Report 3
Report 4
Report 5
Report 6
Report 7
Report 8
Report 9
Second Semester Biweekly Reports
Report 1Report 2
Report 3
Report 4
Report 5
Report 6
Final Presentations
PosterFinal Presentation Slides (pptx)
Final Presentation Slides (pdf)
Spring Presentation
Design Documents
Timing DiagramUse Case Diagram
Final Design Document - Second Semester
Final Design Document - First Semester