Litcius/Paper detail

Semi-supervised learning with GAN for automatic defect detection from images

Gaowei Zhang, Yue Pan, Limao Zhang

2021Automation in Construction106 citationsDOI

Topics & Concepts

Artificial intelligenceComputer scienceSegmentationPattern recognition (psychology)Cross entropyConvolutional neural networkDiscriminatorLeverage (statistics)PixelFeature learningLabeled dataImage segmentationDetectorTelecommunicationsIndustrial Vision Systems and Defect DetectionIntegrated Circuits and Semiconductor Failure AnalysisNon-Destructive Testing Techniques