Updated recently, send me email if it breaks for you (torralba csail mit edu).

Matlab tools:

 
DatabaseTools.tar.gz                           26-April-2005 19:49   12k

Annotation files (polygons and scenes):

Annotations.tar.gz 26-April-2005 19:49 422k

Places.tar.gz 26-April-2005 19:49 5.7k

Images (>3Gb):

Create a folder (Images/) and untar the next two files there. 

sequences.tar.gz                               26-April-2005 19:49  2.0Gb

pictures.tar.gz                                26-April-2005 19:49  1.1Gb

Do you need more images and labels? If you find this dataset useful, please, help us to build a larger one (which will be made available very soon) by using the web annotation tool:

Go to the labeling tool

This tool has been written by Bryan Russell at MIT.