This is a fork of DECAF (developed by Yangqing Jia). http://decaf.berkeleyvision.org/
I have created thrift wrappers for decaf as well as Python and Android clients.
To get the model file, download http://www.eecs.berkeley.edu/~jiayq/decaf_pretrained/imagenet_pretrained.tar.gz