Deep Fashion

by Ziwei Liu,Ping Luo,Shi Qiu,Xiaogang Wang,Xiaoou TangUnknown

Deep Fashion

We contribute DeepFashion database, a large-scale clothes database, which has several appealing properties: 1) DeepFashion contains over 800,000 diverse fashion images ranging from well-posed shop images to unconstrained consumer photos. 2) Second, DeepFashion is annotated with rich information of clothing items. Each image in this dataset is labeled with 50 categories, 1,000 descriptive attributes, bounding box and clothing landmarks. 3) Third, DeepFashion contains over 300,000 cross-pose/cross-domain image pairs.

Dataset Attributes

Label SVG
TasksClassification
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CategoriesFashion, Clothes, Wear
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SensorRGB Camera

Class Labels

AnorakBlazerBlouseBomberButton-DownCardiganFlannelHalterHenleyHoodieJacketJerseyParkaPeacoatPonchoSweaterTankTeeTopTurtleneckCaprisChinosCulottesCutoffsGauchosJeansJeggingsJodhpursJoggersLeggingsSarongShortsSkirtSweatpantsSweatshortsTrunksCaftanCapeCoatCoverupDressJumpsuitKaftanKimonoNightdressOnesieRobeRomperShirtdressSundress