Deep learning for object recognition

Hello,

I am trying to explore the possiblity of using Deep learning algorithms for object recognition. I have the object already segmented and I would like to find out the best possible framework available for object reconition/image classification. After doing some research some of the options I have come across are-caffe, Torch, Theano, Cuda.

Any leads, suggestions will be highly appreciated.