The data set is a sample set of extremely-slight transparent aesthetic defects of polarizers. It is a MATLAB data format mat file including 55 samples. Each sample consists of 35 saturated images. Image intensity is normalized to [0, 1]. For all of the saturated image data, the size of images is 30x30 pixels, and the actual single pixel size of saturated images is 24 um.