TransMatch applies transfer learning plus pseudo-labeling to classify cracks, pinholes, holes, and spatter in LPBF images, reporting 98.91% accuracy on a private dataset.
Addit Manuf 27:42–53
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TransMatch: A Transfer-Learning Framework for Defect Detection in Laser Powder Bed Fusion Additive Manufacturing
TransMatch applies transfer learning plus pseudo-labeling to classify cracks, pinholes, holes, and spatter in LPBF images, reporting 98.91% accuracy on a private dataset.