A Lightweight Detection Algorithm for Pavement Structure Distress Based on Ground-Penetrating Radar Investigation and Joint Pruning
Abstract
AbstractEdge computing technology enables in situ diagnosis based on neural networks in ground-penetrating
radar (GPR) detection. However, there is a contradiction between the limited resources
of radar terminal and the high resource demands of the ...This figure illustrates the architecture of a lightweight pavement defect detection
algorithm based on Ground Penetrating Radar (GPR). The workflow begins with the input
of a GPR image dataset, which is processed using an EfficientNet-YOLOv5 lightweight
...