A visual recognition method for appearance defects of mine hoist steel wire ropes based on computer vision and deep learning is proposed to address the problems of difficult deployment for detecting multiple steel wire ropes. low image acquisition quality of steel wire ropes. poor adaptability and accuracy of visual detection methods. Firstly. https://homehardware4ues.shop/product-category/window-replacement-parts/