We annotate 23 attributes for DukeMTMC-reID, which is a subset of the DukeMTMC. The original dataset contains 702 identities for training and 1110 identities for testing. The attributes are annotated in the identity level, thus the file contains 24 x 702 attributes for training and 24 x 1110 for test, where the label "image_index" denotes the identity. The annotations are contained in the file duke_attribute.mat.
The 23 attributes are:
|attribute||representation in file||label|
|length of upper-body clothing||top||short upper body clothing(1), long(2)|
|wearing boots||boots||no(1), yes(2)|
|wearing hat||hat||no(1), yes(2)|
|carrying backpack||backpack||no(1), yes(2)|
|carrying bag||bag||no(1), yes(2)|
|carrying handbag||handbag||no(1), yes(2)|
|color of shoes||shoes||dark(1), light(2)|
|8 color of upper-body clothing||upblack, upwhite, upred, uppurple, upgray, upblue, upgreen, upbrown||no(1), yes(2)|
|7 color of lower-body clothing||downblack, downwhite, downred, downgray, downblue, downgreen, downbrown||no(1), yes(2)|
Note that the though there are 7 and 8 attributes for lower-body clothing and upper-body clothing, only one color is labeled as yes (2) for an identity.
To evaluate, please repfer to the code here
DukeMTMC Dataset Bibtex
DukeMTMC-reID Protocol, Baseline Bibtex
Please follow the LICENSE_DukeMTMC-attribute. You are free to share, create and adapt the DukeMTMC-reID dataset, in the manner specified in the license.
We also include the LICENSE_DukeMTMC. If you want to share, create and adapt the DukeMTMC dataset, please follow this license.
The DukeMTMC-attribute evaluation code is under the MIT License.
We thank Dr. Gao for annotating part of the dataset.