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Personalized Training Models for Augmented Reality (AR)

Company: PSU RERC on AAC 2

Major(s):
Primary: CMPSC
Secondary: BME

Non-Disclosure Agreement: NO

Intellectual Property: NO

This team will start from the current Augmented Reality application created by one of our Spring 2023 Learning Factory teams. This application was written using Unity tools. The new team will investigate creating personalized training models for the object recognition built into the AR application. Currently, the application functions using pre-trained models for Unity Barracuda. We would like to be able to create a personalized model. This team will focus on the process of creating the personalized models, both saving images and labeling, and finding how many examples of each item must be used to create the personalized model. The ultimate goal is to contribute to the development of individualized communication supports for persons with disabilities. Students interested in this awesome project: If you have experience with AR/VR, please indicate in the Optional comments section.

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About

Our mission is to help bring the real-world into the classroom by providing engineering students with practical hands-on experience through industry-sponsored and client-based capstone design projects. Since its inception, the Learning Factory has completed more than 1,800 projects for more than 500 different sponsors, and nearly 9,000 engineering students at Penn State University Park participated in such a project.