proposed a crack detection system based on deep learning models and 3D ground-penetrating radar (GPR). The method employs GPR to construct a dataset. The YOLOv4 and YOLOv5 models were employed for training and detection purposes on this dataset. Experimental results indicate that the YOLOv4 and...