A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization
Yangtao Li, Tengfei Bao, Bo Xu, Xiaosong Shu, Yuhang Zhou, Ye Du, Ruijie Wang, Kang Zhang
Topics & Concepts
InterpretabilityConvolutional neural networkArtificial intelligenceComputer scienceTransfer of learningResidualArtificial neural networkInferencePattern recognition (psychology)Machine learningStructural engineeringEngineeringAlgorithmInfrastructure Maintenance and MonitoringDam Engineering and SafetyHydrology and Sediment Transport Processes