Automatic detection and characterization of porosities in cross-section images of metal parts produced by binder jetting using machine learning and image augmentation
Nicholas Satterlee, Elisa Torresani, Eugene A. Olevsky, John S. Kang
Topics & Concepts
PorosityArtificial intelligenceConvolutional neural networkMaterials scienceProcess (computing)Image (mathematics)Artificial neural networkComputer scienceCross section (physics)Image processingComposite materialPhysicsQuantum mechanicsOperating systemAdditive Manufacturing and 3D Printing TechnologiesInjection Molding Process and PropertiesAdvanced materials and composites