Automated defect inspection system for metal surfaces based on deep learning and data augmentation
Jong Pil Yun, WooSang Shin, Gyogwon Koo, Min Su Kim, Chungki Lee, Sang Jun Lee
Topics & Concepts
AutoencoderConvolutional neural networkArtificial intelligenceClassifier (UML)GeneralizationComputer scienceDeep learningProduction linePattern recognition (psychology)Factory (object-oriented programming)Process (computing)Data miningMachine learningEngineeringMathematicsOperating systemProgramming languageMechanical engineeringMathematical analysisIndustrial Vision Systems and Defect DetectionSurface Roughness and Optical MeasurementsManufacturing Process and Optimization