A cycle consistency based Approach for Semantic Segmentation on crack images

We propose a unsupervised method for crack detection developed from the cycle-gan architure. we added a bypass in the pipeline for text features during the reconstruction phase to improve the over all performance. we demonstrate the effetiveness of our method by experiments on crack images.