Rail Fastener Defect Detection of Heavy Haul Railway Based on Improved YOLOv8

Xinman Li,Yuan Cao,Feng Wang,Yongkui Sun,Shuai Su, Weifeng Yang,Wenkun Wang

International Conference on Intelligent Transportation Systems（2024）

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关键词

Rail Fastener,Heavy-haul Railway,Loss Function,Detection Accuracy,Feature Fusion,Focal Loss,Infrastructure Components,Up-sampling Operation,Railway Infrastructure,Feature Fusion Network,Support Vector Machine,Feature Maps,Confusion Matrix,Object Detection,Real-time Performance,Deep Convolutional Neural Network,Independent Component Analysis,Ablation Experiments,Original Network,Feature Pyramid Network,Frames Per Second,Single Shot Multibox Detector,You Only Look Once,Detection Head,Feature Extraction Backbone,Dynamic Weight,Two-stage Object Detection,Dynamic Allocation,Fault Detection Method,Classification Loss Function

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