DukeMTMC-attribute Dataset

About this Dataset

The images in DukeMTMC-attribute dataset comes from Duke University. There are 1812 identities and 34183 annotated bounding boxes in the DukeMTMC-attribute dataset. This dataset contains 702 identities for training and 1110 identities for testing, corresponding to 16522 and 17661 images respectively. The attributes are annotated in the identity level, every image in this dataset is annotated with 23 attributes.

NOTE: This dataset has been retracted.

Source: Pedestrian Attribute Recognition: A Survey Image Source: http://irip.buaa.edu.cn/mars_duke_attributes/index.html

Dataset Variants

DukeMTMC-attribute

Papers1

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro

A simple semisupervised pipeline that only uses the original training set without collecting extra data, which effectively improves the discriminative ability of learned CNN embeddings and proposes the label smoothing regularization for outliers (LSRO).

Tasks

EDIT

Semantic Segmentation Person Re-Identification Pedestrian Attribute Recognition

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