Loom malfunctions are the main cause of faulty fabric production. A fabric inspection system is a specialized computer vision system used to detect fabric defects for quality assurance. In this paper. a deep-learning algorithm was developed for an on-loom fabric defect inspection system by combining the techniques of image pre-processing. https://herbsdailyes.shop/product-category/masks/