caffe-ssd 安裝

sudo apt-get update

sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev

sudo apt-get install -y python-numpy python-scipy

sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev

sudo apt-get install python-skimage python-protobuf

sudo apt-get install git

git clone https://github.com/weiliu89/caffe.git

ls

cd caffe

git checkout ssd

cp Makefile.config.example Makefile.config

make之前需要修改Makefile.config 和Makefile裡的相關內容 (用gedit的方式開啟，vim可能需要修改檔案的讀寫許可權才能修改)

eg:Makefile.config

# Uncomment if you're using OpenCV 3 OPENCV_VERSION := 3

# CUDA architecture setting: going with all of them.

# For CUDA < 6.0, comment the lines after *_35 for compatibility.   CUDA_ARCH := #-gencode arch=compute_20,code=sm_20 \       //這一行要註釋掉   -gencode arch=compute_20,code=sm_21 \     -gencode arch=compute_30,code=sm_30 \    -gencode arch=compute_35,code=sm_35 \     -gencode arch=compute_50,code=sm_50 \     -gencode arch=compute_52,code=sm_52 \     -gencode arch=compute_61,code=sm_61

# NOTE: this is required only if you will compile the python interface.

# We need to be able to find Python.h and numpy/arrayobject.h. PYTHON_INCLUDE := /usr/include/python2.7 \          /usr/lib/python2.7/dist-packages/numpy/core/include  //一定要改成這樣，不然caffe模組的匯入只能被限制在caffe/python/這個路徑下的Python終端

# Whatever else you find you need goes here. INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial

LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu /usr/lib/x86_64-linux-gnu/hdf5/serial   //這一行都是這麼改的，照做就行

Makefile的修改：

eg:Makefile 180行左右：LIBRARIES += glog gflags protobuf boost_system boost_filesystem boost_regex m hdf5_serial_hl hdf5_serial

265行左右：LIBRARIES += boost_thread stdc++ boost_regex

410行左右：NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)

修改上面兩個檔案的配置之後要執行下面的指令才能生效：

sudo gedit ~/.bashrc  //會開啟一個檔案，在檔案的最後面新增下面兩行

export PYTHONPATH=/home/你的路徑/caffe/python:$PYTHONPATH    //我這裡就是我的name（wssfan）

export PYTHONPATH=/usr/local/lib/python2.7/dist-packages/:$PYTHONPATH

source ~/.bashrc  //最後生效一下

修改好之後就可以執行下面的命令：

make clean

make all -j4

make test make runtest

sudo make pycaffe (選擇性執行下面的這條，防止匯入時報某些模組的匯入錯誤)

sudo make distribute

如果在python終端匯入caffe時報下面的錯誤      from ._caffe import Net, SGDSolver, NesterovSolver, AdaGradSolver, \ ImportError: libopencv_core.so.3.4: cannot open shared object file: No such file or directory

執行：sudo ldconfig

整個完整的環境安裝大概就這樣，中間任何一個環節出錯都有可能導致後面的安裝不成功，所以只能一步步嘗試，有時還可能與網路有關