setup-ec2-and-run

#!/bin/bash

# SET UP AN AWS EC2 INSTANCE (UBUNTU)
# AND RUN THE TRAINING PROCESS

sudo apt-get update
sudo apt-get install gfortran libopenblas-dev liblapack-dev
sudo apt-get install python3-dev
sudo apt-get install libtiff5-dev libjpeg8-dev zlib1g-dev libfreetype6-dev liblcms2-dev libwebp-dev tcl8.6-dev tk8.6-dev python3-tk
sudo apt-get install git python3-pip
sudo apt-get install screen
cd /home/ubuntu/
git clone https://github.com/starcolon/photo-auto-balance.git
cd photo-auto-balance/
mkdir -p data/raw
mkdir -p data/out
mkdir -p data/unfiltered
sudo pip3 install -r requirements.txt 
# Matplotlib is externally required by Lasagne
pip3 install matplotlib
pip3 install https://github.com/Lasagne/Lasagne/archive/master.zip
cd data/raw/
wget http://starcolon.com/data/dataset.tar.gz
tar -xvf dataset.tar.gz 
rm ._*
rm dataset.tar.gz
cd ../..

echo "[All set!]"
echo "Ctrl + C and run the following command to train:"
echo ""
echo "$ python3 loader.py --train &> log.txt 2>&1 &"
echo ""