Feasibility of EfficientDet-D3 for Accurate and Efficient Void Detection in GPR Images

The detection of voids in pavement infrastructure is essential for road safety and efficient maintenance. Traditional methods of analyzing ground-penetrating radar (GPR) data are labor-intensive and error-prone. This study presents a novel approach using the EfficientDet-D3 deep learning model for a...

Full description

Saved in:
Bibliographic Details
Main Authors: Sung-Pil Shin, Sang-Yum Lee, Tri Ho Minh Le
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Infrastructures
Subjects:
Online Access:https://www.mdpi.com/2412-3811/10/6/140
Tags: Add Tag
No Tags, Be the first to tag this record!