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...
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| 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 |
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