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Informativeness‐guided active learning for deep learning–based façade defects detection

Jingjing Guo, Qian Wang, Shu Su, Yiting Li

2023Computer-Aided Civil and Infrastructure Engineering24 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceWorkflowAnnotationArtificial intelligenceActive learning (machine learning)Machine learningRepresentativeness heuristicGeneralizationTraining setSet (abstract data type)DetectorRaw dataDatabaseTelecommunicationsSocial psychologyProgramming languageMathematical analysisPsychologyMathematicsInfrastructure Maintenance and MonitoringNon-Destructive Testing TechniquesIndustrial Vision Systems and Defect Detection
Informativeness‐guided active learning for deep learning–based façade defects detection | Litcius