Color-based Crack Detection using Image Analysis Leul Deribe Abera*, Yancheng Li, Shaoqi Li Abstract This paper explores the application of machine learning algorithms combined with image processing techniques for the detection of cracks in concrete structures. Specifically, it focuses on a color-based crack detection approach using image analysis to enhance