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Filtering by: Advisor Neamtu, Rodica Creator Staszewska, Adrianna

Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning

Keyword:

porosity, additive manufacturing, machine learning, and pore classification

Creator:

Staszewska, Adrianna

Advisor:

Lados, Diana A. and Neamtu, Rodica

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-11

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques

Keyword:

Mask R-CNN, deep learning, defect detection, additive manufacturing, detectron2, and defect classification

Creator:

Staszewska, Adrianna

Advisor:

Lados, Diana A. and Neamtu, Rodica

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Major Qualifying Project