DukeMTMC-attribute
About dataset
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 |
|---|---|---|
| gender | gender | male(1), female(2) |
| 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.
Sample
Evaluation
To evaluate, please repfer to the code here
Citation
DukeMTMC Dataset Bibtex
DukeMTMC-reID Protocol, Baseline Bibtex
DukeMTMC-attribute Bibtex
Dataset Licence
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.
Acknowledgement
We thank Dr. Gao for annotating part of the dataset.