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Staszewska, Adrianna
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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
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2022
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Creator
Staszewska, Adrianna
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Advisor
Lados, Diana A.
2
Neamtu, Rodica
2
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Beck, Joseph E.
1
Lados, Diana A.
1
Neamtu, Rodica
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Computer Science
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Computer Science
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Worcester Polytechnic Institute
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Computing
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UN SDG
9 - Industry, Innovation and Infrastructure
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