Caffe installation in Raspberry Pi 3
This is a installation of caffe in raspberry pi
Installation of dependencies
sudo apt-get update && sudo apt-get upgrade
sudo apt-get install -y gfortran cython
sudo apt-get install -y libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler git
sudo apt-get install --no-install-recommends libboost-all-dev
sudo apt-get install -y python-dev libgflags-dev libgoogle-glog-dev liblmdb-dev libatlas-base-dev python-skimage
sudo pip install pyzmq jsonschema pillow numpy scipy ipython jupyter pyyaml
Install caffe
git clone https://github.com/BVLC/caffe
cd caffe
cp Makefile.config.example Makefile.config
sudo nano Makefile.config
Modify next lines, instead of these
'#'CPU_ONLY := 1
/usr/lib/python2.7/dist-packages/numpy/core/include
INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include
LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib
with
CPU_ONLY := 1
/usr/local/lib/python2.7/dist-packages/numpy/core/include
INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial/
LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/arm-linux-gnueabihf/hdf5/serial/
Put in your terminal
make all
make test
make runtest
make pycaffe
./scripts/download_model_binary.py models/bvlc_googlenet
sudo nano ~/.bashrc
export PYTHONPATH=/home/pi/caffe/python:$PYTHONPATH // Add at the end of file
Protobuf installation
cd ~/caffe
cd python
python setup.py build
python setup.py google_test
sudo python setup.py install
Example Web Demo in Caffe
will continue
Thanks to Knight of Pi :
http://www.knight-of-pi.org/deepdream-on-the-raspberry-pi-3-with-raspbian-jessie/