Improved deep learning-based detection of drainage pipeline defects using an enhanced YOLOv8 framework
Junling Wang, Ao Sun, Chenchen Wang, Xianguo Zhang, Jinyu Huang
Topics & Concepts
Robustness (evolution)Feature extractionComputer sciencePipeline (software)Artificial intelligenceBounding overwatchMinimum bounding boxFault detection and isolationScalabilityData miningEngineeringFeature (linguistics)Pipeline transportMachine learningArtificial neural networkReal-time computingDrainagePrecision and recallPattern recognition (psychology)Classifier (UML)Support vector machineDeep learningFeature modelInfrastructure Maintenance and MonitoringNon-Destructive Testing TechniquesWater Systems and Optimization