DeepFashion2

by Yuying Ge,Ruimao Zhang,Lingyun Wu,Xiaogang Wang,Xiaoou Tang,Ping LuoResearch Only

DeepFashion2

DeepFashion2 is a comprehensive fashion dataset. It contains 491K diverse images of 13 popular clothing categories from both commercial shopping stores and consumers. It totally has 801K clothing clothing items, where each item in an image is labeled with scale, occlusion, zoom-in, viewpoint, category, style, bounding box, dense landmarks and per-pixel mask.There are also 873K Commercial-Consumer clothes pairs. The dataset is split into a training set (391K images), a validation set (34k images), and a test set (67k images).

Dataset Attributes

Label SVG
TasksClothes Detection, Segmentation
Label SVG
CategoriesFashion Clothing

Class Labels

All types of fashion clothing (800+k articles)