Installation.txt

INSTALL anaconda:
    wget http://repo.continuum.io/archive/Anaconda3-4.0.0-Linux-x86_64.sh
    bash Anaconda3-4.0.0-Linux-x86_64.sh
INSTALL CUDA 8.0:
FOR UBUNTU 16.04:
	curl -O http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
  	dpkg -i ./cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
  	apt-get update
  	apt-get install cuda-8-0 -y
FOR UBUNTU 14.04:
	curl -O http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1404/x86_64/cuda-repo-ubuntu1404_8.0.61-1_amd64.deb
	dpkg -i ./cuda-repo-ubuntu1404_8.0.61-1_amd64.deb
	apt-get update
	apt-get install cuda-8-0 -y
	apt-get install linux-headers-$(uname -r) -y	


INSTALL CuDNN 6.0:
	DOWNLOAD cudnn
 	tar -xzvf cudnn-6.0-linux-x64-v7.tgz
	sudo cp cuda/include/cudnn.h /usr/local/cuda/include
	sudo cp cuda/lib64/libcudnn* /usr/local/cuda/lib64 
	sudo chmod a+r /usr/local/cuda/include/cudnn.h /usr/local/cuda/lib64/libcudnn*


INSTALL Python 3.5.4

FOR CONDA:
	conda create -n tensorflow python=3.5
	source activate tensorflow
	conda install nb_conda

sudo apt-get install libcupti-dev	
pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.3.0-cp35-cp35m-linux_x86_64.whl
pip install keras
pip install pandas
pip install tifffile
pip install matplotlib
pip install opencv-python
pip install shapely
pip install sklearn
pip install pillow

RASTERIO:
    sudo add-apt-repository ppa:ubuntugis/ppa
    sudo apt-get update
    sudo apt-get install python-numpy gdal-bin libgdal-dev
    pip install rasterio

RASTERIO IN CONDA:
    conda config --add channels conda-forge
    conda install rasterio


FOR SAVE MODELS IN KERAS:
	sudo apt-get install libhdf5
	pip install h5py