The data is adapted from the following paper:
Kota Yamaguchi, M Hadi Kiapour, Luis E Ortiz, Tamara L Berg, "Parsing Clothing in Fashion Photographs", CVPR 2012 http://vision.is.tohoku.ac.jp/~kyamagu/research/clothing_parsing/
For more Detail Information, please read the pdf document.