A cascaded deep learning approach for detecting pipeline defects via pretrained YOLOv5 and ViT models based on MFL data
Pengchao Chen, Rui Li, Kuan Fu, Zikang Zhong, Jialiang Xie, Jianli Wang, Jianjun Zhu
Topics & Concepts
Pipeline (software)Magnetic flux leakageNondestructive testingTransformerReliability (semiconductor)EngineeringPipeline transportArtificial intelligenceComputer scienceElectronic engineeringPattern recognition (psychology)Electrical engineeringElectromagnetic coilMechanical engineeringVoltagePhysicsPower (physics)RadiologyMedicineQuantum mechanicsNon-Destructive Testing TechniquesStructural Integrity and Reliability AnalysisInfrastructure Maintenance and Monitoring