This is the crack data set used in the article "Automated Bridge Crack Detection Using Convolutional Neural Networks". If you want to use this data set, we recommend that you quote our paper[1].
The bridge crack data set in [2] is artificially enhanced to generate the data set used in our paper.
Paper link:https://www.mdpi.com/2076-3417/9/14/2867
Dataset introduction: A total of 4,856 training pictures and 1213 test pictures are included, with a resolution of 224*224.
[1]Xu H, Su X, Wang Y, et al. Automatic Bridge Crack Detection Using a Convolutional Neural Network[J]. Applied Sciences, 2019, 9(14): 2867.
[2]Li Liang-Fu, Ma Wei-Fei, Li Li, Lu Cheng. Research on detection algorithm for bridge cracks based on deep learning. Acta Automatica Sinica, 2018