However, as the key part of an intelligent transportation system, automatic road crack detection has been challenged because of the intense inhomogeneity along the cracks, the topology complexity of ...

Abstract: A fully integrated system for the automatic detection and characterization of cracks in road flexible pavement surfaces, which does not require manually labeled samples, is proposed to ...

Automated pavement crack detection and sealing prototype system developed Date: June 18, 2012 Source: Georgia Institute of Technology, Research Communications Summary: Researchers have developed a ...

has come up with an automatic pavement crack detection and repair system that operates at comparable speeds to conventional methods, but with fewer people and less exposure to hazardous fumes.

DEVICE = 'mps' # Tested on MacBook. Change this parameter depending on the system used. def crack_detection_alghorithm (image_directory, model, cut_off_threshold = 0.4, stride_ratio = 0.5, ...

Researchers at Purdue University in Indiana are using artificial intelligence (AI) to improve crack detection in structures such as buildings, dams, bridges and nuclear reactors. Locating cracks and ...

This repository presents an innovative approach for the automated detection and analysis of concrete cracks utilizing deep learning techniques, particularly the YOLO (You Only Look Once) algorithm.

Cracks in the output are marked as red in the figures. For comparison with the U-Net, the automatic fracture detection (AFD) code in (Prabhakaran et al., 2019) is used as a ridge-detection method for ...

This paper demonstrates how tactile and proximity sensing can be used to perform automatic mechanical fractures detection (surface cracks). For this purpose, a custom-designed integrated tactile and ...