Install docker and nvidia-docker
Clone the repository:
git clone https://github.com/azati/nasa2017Build docker image:
cd nasa2017/backend/docker_image
docker build -t theano_gpu .Unpack roofs images:
cd ../roofs_classifying/data
unrar x -r all_buildings.part1.rarDownload pre-trained weights for ResNet-50:
cd ..
wget https://s3.amazonaws.com/lasagne/recipes/pretrained/imagenet/resnet50.pklRun jupyter:
./run_jupyter.shNavigate http://localhost:8888 and open file all_buildings_prediction-resnet.ipynb
Run all the cells in the notebook to perform roofs classification.
Install CocoaPods
Run pod install from Terminal, then open your app's .xcworkspace file to launch Xcode.