Any set of images can be broken down with Principal Component Analysis. This has been done pretty successfully with faces. Here we’ll take a look at style.- Principal Component Analysis and Fashion / github

see also

• SVD Image Compression, Explained
• Image Compression with Singular Value Decomposition / HN / youtube