Describing Objects by Their Attributes

This page contains the dataset used in:

• A. Farhadi, I. Endres, D. Hoiem, and D.A. Forsyth, “Describing Objects by their Attributes”, CVPR 2009. [pdf]
• Department of Computer Science
• University of Illinois at Urbana-Champaign

There are three components to the dataset:

• Annotations [download]: The attribute annotations for the aPascal train and test sets, and aYahoo test set.
• aYahoo images [download 149MB]: Our images collected from Yahoo
• aPascal images [download]: These are the images from the Pascal VOC 2008.
  NOTE: Our training set corresponds to the VOC2008 train set, and our test set corresponds to the VOC2008 validation set.
  
• 
  Features in MATLAB format [download 163MB]
  
• 
  *New* Feature extraction and attribute training code: [download 15MB]