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Author:

Farkas, Alyson

Title:

Utilizing Deep Learning and Computer Vision to Detect Defects in a 3D Printed Product in a Manufacturing Environment

Area of Honors:

Letters, Arts, and Sciences (Abington)

Keywords:

transfer learning
deep learning
3D printing
robot arm
manufacturing defects
blemish detection
MATLAB
neural network
quality assurance
robotics
engineering
computer vision
artificial intelligence

File:

Download Farkas_Alyson_Thesis_.pdf

Thesis Supervisors:

Robert Louis Avanzato, Thesis Supervisor
Dave Ruth, Thesis Honors Advisor