FASTAI Instance ( setup to be used with http://course.fast.ai/ )

setup.md

FASTAI SETUP

course codebase

cd ~/
mkdir usf
cd usf
# part1
git clone https://github.com/fastai/courses.git
mv courses part1

# part2
mkdir part2
cd part2
git clone https://github.com/jph00/part2.git
mv part2 repo

# lesssons
wget -r http://files.fast.ai/part2/
rm -rf files.fast.ai/*.html*
rm -rf files.fast.ai/*/*.html*
rm -rf files.fast.ai/*/*/*.html*
mv files.fast.ai lessons

data

cddata
#
# dogs v cats
#
mkdir dogscats
cd dogscats
kg config -u brookisme -p ########### -c dogs-vs-cats-redux-kernels-edition
kg download
unzip test
unzip train
mkdir -p train/dogs train/cats valid/dogs valid/cats
mv train/dog.* train/dogs
mv train/cat.* train/cats
mvn 2500 train/dogs valid/dogs
mvn 2500 train/cats valid/cats
mkdir test/unknown
mv test/*.jpg test/unknown/

sampletree
mkdir sample/train/{dogs,cats} sample/valid/{dogs,cats} sample/test/unknown
cpn 200 train/dogs
cpn 200 train/cats
cpn 200 valid/dogs
cpn 200 valid/cats
cpn 500 test/unknown