Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection

Abstract

AbstractImage-based crack detection algorithms are increasingly in demand in infrastructure monitoring, as early detection of cracks is of paramount importance for timely maintenance planning. While deep learning has significantly advanced crack detection ...Practical ApplicationsInspecting infrastructure such as bridges, roads, and buildings is critical to ensure safety, however, traditional methods are often slow, expensive, and pose safety risks for workers. As a result, there has been a shift toward using ...