In order to run our experiments you will need at minimum the following python packages: pytorch,opencv,pyscatwave package. The simplest way to install pytorch and opencv is through anaconda. We recommend python 2.7 + anaconda. The pyscatwave package can be found here https://github.com/edouardoyallon/pyscatwave
Imagenet
We provide a pre-trained model similar to the one described in the paper.
To run the trained model of scattering+resnet on imagenet ILSVRC validation set:
Make sure you have downloaded at least the validation set of ILSVRC2012 and have it organized by class categories Note: due to problems with pytorch dataset constructors make sure your imagenet directory has no hidden files, or extra directories besides the 1000 ILSVRC categories.. otherwise all the images will be mislabeled