How To Install Caffe OpenCV Keras
Tested on Azure NC6 GPU VM with Ubuntu 16.04 and Python 3.5
##General
curl http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.44-1_amd64.deb > cuda-repo-ubuntu1604_8.0.44-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu1604_8.0.44-1_amd64.deb
sudo apt-get update
sudo apt-get install cuda
sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libboost-all-dev libhdf5-serial-dev libgflags-dev libgoogle-glog-dev liblmdb-dev protobuf-compiler
sudo apt-get install --no-install-recommends libboost-all-dev
sudo apt-get install python-dev python-pip gfortran
sudo apt-get install libatlas-base-dev
sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev
sudo apt-get install -y libgflags-dev libgoogle-glog-dev liblmdb-dev1
sudo apt-get install -y python3-numpy python3-scipy
sudo apt-get install gdal-bin python-gdal
sudo apt-get build-dep gdal
curl https://repo.continuum.io/archive/Anaconda3-4.2.0-Linux-x86_64.sh > Anaconda3-4.2.0-Linux-x86_64.sh
bash Anaconda3-4.2.0-Linux-x86_64.sh
wget https://bootstrap.pypa.io/ez_setup.py -O - | python - --user
##OpenCV
sudo apt-get autoremove libopencv-dev python-opencv
curl https://raw.githubusercontent.com/milq/scripts-ubuntu-debian/master/install-opencv.sh > install-opencv.sh
bash install-opencv.sh
If an error occurs in graphcuts.cpp
try this: in graphcuts.cpp (where your error is thrown) change this:
#include "precomp.hpp"
#if !defined (HAVE_CUDA) || defined (CUDA_DISABLER)
to this:
#include "precomp.hpp"
#if !defined (HAVE_CUDA) || defined (CUDA_DISABLER) || (CUDART_VERSION >= 8000)
##Caffe
git clone https://github.com/BVLC/caffe.git
cd caffe
cp Makefile.config.example Makefile.config
###Makefile.config
Append /usr/include/hdf5/serial/ to INCLUDE_DIRS at line 85 in Makefile.config.
--- INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include
+++ INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial/
To use OpenCV 3.X with Caffe, you should uncomment this line 21 # OPENCV_VERSION := 3
Uncomment to use Python 3 (default is Python 2. DON'T FORGET TO COMMENT IT)
PYTHON_LIBRARIES := boost_python3 python3.5m
PYTHON_INCLUDE := /usr/include/python3.5m \ /usr/lib/python3.5/dist-packages/numpy/core/include
###Makefile
Modify hdf5_hl and hdf5 to hdf5_serial_hl and hdf5_serial at line 181 in Makefile
--- LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5
+++ LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_serial_hl hdf5_serial leveldb snappy lmdb boost_system opencv_core opencv_highgui opencv_imgproc opencv_imgcodecs
cd python
for req in $(cat requirements.txt); do pip install $req; done
for req in $(cat requirements.txt); do pip3 install $req; done
make all
make test
make runtest
cd /usr/lib/x86_64-linux-gnu
sudo ln -s libboost_python-py35.so libboost_python3.so
##Keras
git clone https://github.com/fchollet/keras.git
cd keras
sudo python setup.py install