The research landscape for "cracked image" analysis has shifted from traditional image processing to sophisticated deep learning architectures. These "deep papers" primarily focus on (SHM), automating the detection of defects in infrastructure like bridges, roads, and buildings to replace manual inspections . Key Methodologies in Deep Learning Research

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