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What is Remote Sensing about?
This study presents an integrated framework for the automatic detection, segmentation, and measurement of road surface cracks using advanced deep learning algorithms, specifically YOLOv5 and a modified Res-UNet. The proposed method demonstrates superior accuracy in crack segmentation and quantification under complex backgrounds compared to existing techniques, achieving a mean average precision of 91% for detection and 87% IoU for segmentation. The framework aims to enhance road safety by enabling timely an
- Author
- newzilzal1
- Language
- EN