Oriented Response Networks

#!/usr/bin/env bash

echo "step 1. install dependencies" luarocks install torchnet luarocks install optnet

echo "step 2. clone torch implementation of ORN" git clone https://github.com/ZhouYanzhao/ORN.git -b torch --single-branch ORN.torch cd ORN.torch export DIR=$(pwd)

echo "step 3. install ORN" cd $DIR/install && bash install.sh

echo "step 4. unzip dataset" cd $DIR/demo/datasets && unzip MNIST

echo "step 5. train a conventional CNN and an ORN model on the MNIST-rot dataset" cd $DIR/demo && bash ./scripts/Train_MNIST.sh