ABECIS-Crack-Segmentation-Dataset

This is the dataset we used to train ABECIS, an automatic crack detection software for our upcoming journal article "Developing a Free and Open-source Automated Building Exterior Crack Inspection Software for Construction and Facility Managers" by P. Ko, S. A. Prieto, B. García de Soto. The original images are taken from the dataset Özgenel, Ç.F., Gönenç Sorguç, A. “Performance Comparison of Pretrained Convolutional Neural Networks on Crack Detection in Buildings”, ISARC 2018, Berlin. We did the polygon labelling for the 800 images and shared 400 of them here. To try out the crack detection software, please go to https://github.com/SMART-NYUAD/ABECIS To obtain the full dataset and for collaborations, please contact [e-mail]