The FabricSpotDefect dataset is. to the best of our knowledge. the first dataset specifically designed to accurately challenge computer vision in detecting fabric spots. There are a total of 1014 raw images and manually annotated 3288 different categories of spots. https://www.roneverhart.com/L-Homme-Ideal-Cologne-by-Guerlain/