PEdesTrian Attribute (PETA) dataset

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PEdesTrian Attribute (PETA) dataset

A new large-scale PEdesTrian Attribute (PETA) dataset. The dataset is by far the largest of its kind, covering more than 60 attributes on 19000 images. In comparison with existing datasets, PETA is more diverse and challenging in terms of imagery variations and complexity.The binary attributes cover an exhaustive set of characteristics of interest, including demographics (e.g. gender and age range), appearance (e.g. hair style), upper and lower body clothing style (e.g. casual or formal), and accessories. The four multi-class attributes encompass 11 basic color namings, respectively, for footwear, hair, upper-body clothing, and lower-body clothing.

Dataset Attributes

Label SVG
CategoriesPedestrian, Crowd