Examples of attributes in HAT dataset


The official HAT dataset page is here. It was made when I was with GREYC CNRS UMR 6072, Univesity of Caen Normandie.

HAT contains 9344 human images labelled with 27 semantic attributes. The images were crawled from Flickr and were manually annotated by three annotators for each attribute.

Send a request to me if you are interested in obtaining our Dataset of Human Attributes (HAT).

Please cite the following paper if you use HAT dataset.

Learning Discriminative Spatial Representation for Image Classification
(Oral presentation; 8% acceptance rate)
G. Sharma, F. Jurie
British Machine Vision Conference (BMVC)
Dundee, UK, Sep 2011

title = {Learning discriminative spatial representation for image classification}, 
author = {Gaurav Sharma and Frederic Jurie},
year = {2011},
booktitle = {Proceedings of the British Machine Vision Conference (BMVC)}