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S. Thomas Britt

Carnegie Mellon University

Pittsburgh, PA 15213-3890

United States

  • Carnegie Mellon University

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A Comparison of Generative Adversarial Networks to Convolutional Neural Networks for Single Track Melt Pool Segmentation Evaluated by Hausdorff Distance

Number of pages: 13 Posted: 11 Apr 2022
S. Thomas Britt, Shannon O'Connor, Joshua Fody, Hansen Yu, Andy Ramlatchan and Sneha Narra
Carnegie Mellon University, Worcester Polytechnic Institute, NASA Langley Research Center, Worcester Polytechnic Institute, affiliation not provided to SSRN and Carnegie Mellon University - College of Engineering
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Abstract:

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Generative adversarial network (GAN), Laser powder bed fusion (L-PBF), melt pool, Ti-6Al-4V, semantic segmentation, Hausdorff distance