- Download Anaconda from https://www.continuum.io/downloads#linux
- bash Anaconda3-4.3.1-Linux-x86_64.sh
- Install useful packages (other than what caffe/python/requirements.txt indicates)
2. Install dependencies
- sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
- sudo apt-get install --no-install-recommends libboost-all-dev
- sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev
3. Make
- cd {path to your caffe}
- cp Makefile.config.example Makefile.config
- In Makefile.config, modify the following:
- If only CPU mode, uncomment
- CPU_ONLY := 1
- Comment:
- PYTHON_INCLUDE := /usr/include/python2.7 \
/usr/lib/python2.7/dist-packages/numpy/core/include - Uncomment:
- ANACONDA_HOME := $(HOME)/anaconda3
- PYTHON_INCLUDE := $(ANACONDA_HOME)/include \
$(ANACONDA_HOME)/include/python3.6m \
$(ANACONDA_HOME)/lib/python3.6/site-packages/numpy/core/include - check the boost_python version library in /usr/lib/x86_64-linux-gnu/. For example, if there exists libboost_python-py34.so in this directory, uncomment and modify the line of PYTHON_LIBRARIES as
- PYTHON_LIBRARIES := boost_python-py34 python3.6m
- Comment
- PYTHON_LIB := /usr/lib
- Uncomment
- PYTHON_LIB := $(ANACONDA_HOME)/lib
- WITH_PYTHON_LAYER := 1
- In Makefile, if you meet compilation error about 'undefined reference to cv::' things, you should modifies the corresponding line as:
- LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5 opencv_core opencv_highgui opencv_imgproc opencv_imgcodecs opencv_videoio
- make all
- make test
- export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:{path to your anaconda}/anaconda3/lib:{path to your anaconda}/anaconda3/pkgs/python-3.6.0-0/lib
- make runtest
- cd python
- Modify requirements.txt: python-dateutil>=2.0
- for req in $(cat requirements.txt); do pip install $req; done
- make pycaffe
4. Sanity check by import caffe to python
- export PYTHONPATH={path to your caffe}/caffe-master/python/:$PYTHONPATH
- python3.6
- import caffe
- Also, you may want run some examples in jupyter notebook.
