最近在筆記本上配置了Ubuntu 14.04,並配置了Caffe,整個過程大概花了2個小時。希望在安裝時能給大家一個啟發,這裡配置的是無GPU版的,因為我的筆記本時核心顯卡,配置GPU版的要編譯CUDA和cuDNN。
好了,下面開始。
1.安裝各種依賴項:
sudo apt-get install -y libatlas-base-dev libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libboost-all-dev libhdf5-serial-dev libgflags-dev libgoogle-glog-dev liblmdb-dev protobuf-compiler
2.安裝python依賴項,在編譯pycaffe時需要用到:
sudo apt-get install -y python-numpy python-scipy python-matplotlib python-sklearn python-skimage python-h5py python-protobuf python-leveldb python-networkx python-nose python-pandas python-gflags Cython ipython
3.下載caffe-master:
sudo git clone https://github.com/BVLC/caffe.git
如果網速比較慢,也可以自己去github上下載,然後解壓即可,記得解壓後講caffe-master重命名為caffe。
4.安裝opencv:
cd caffe sudo git clone https://github.com/jayrambhia/Install-OpenCV cd Install-OpenCV/Ubuntu sudo ./dependencies.sh cd 2.4 sudo sh opencv2_4_10.sh
這是直接使用命令行安裝,在我這裡安裝時速度很慢,主要是下載的速度,只幾kb/s,所以最後我直接從github網上下載的,速度達到幾mb/s(WTF?),然後修改了下opencv2_4_10.sh的代碼,就是把下載那幾行代碼刪去,然後修改一下路徑就可以。
如果直接用上面代碼安裝的,下面這部分就不用看了,覺得速度比較慢的,可以自己修改一下代碼,這裡是我最後的opencv2_4_10.sh代碼:
arch=$(uname -m) if [ "$arch" == "i686" -o "$arch" == "i386" -o "$arch" == "i486" -o "$arch" == "i586" ]; then flag=1 else flag=0 fi echo "Installing OpenCV 2.4.10" sudo mkdir OpenCV cd OpenCV sudo mv ../opencv-2.4.10.zip . echo "Removing any pre-installed ffmpeg and x264" sudo apt-get -y remove ffmpeg x264 libx264-dev echo "Installing Dependenices" sudo apt-get -y install libopencv-dev sudo apt-get -y install build-essential checkinstall cmake pkg-config yasm sudo apt-get -y install libtiff4-dev libjpeg-dev libjasper-dev sudo apt-get -y install libavcodec-dev libavformat-dev libswscale-dev libdc1394-22-dev libxine-dev libgstreamer0.10-dev libgstreamer-plugins-base0.10-dev libv4l-dev sudo apt-get -y install python-dev python-numpy sudo apt-get -y install libtbb-dev sudo apt-get -y install libqt4-dev libgtk2.0-dev sudo apt-get -y install libfaac-dev libmp3lame-dev libopencore-amrnb-dev libopencore-amrwb-dev libtheora-dev libvorbis-dev libxvidcore-dev sudo apt-get -y install x264 v4l-utils ffmpeg echo "Installing OpenCV 2.4.10" if ! [ -d "opencv-2.4.10" ]; then unzip opencv-2.4.10.zip fi rm opencv-2.4.10.zip cd opencv-2.4.10 rm -rf build mkdir build cd build cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D WITH_TBB=ON -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_V4L=ON -D BUILD_TIFF=ON -D WITH_QT=ON -D WITH_OPENGL=ON .. make -j sudo make install sudo sh -c 'echo "/usr/local/lib" > /etc/ld.so.conf.d/opencv.conf' sudo ldconfig echo "OpenCV 2.4.10 ready to be used"
要注意,需要把下載下來的opencv-2.4.10.zip放到和opencv2_4_10.sh同一個文件夾下。有的在安裝時會出現卡機或死機的情況,需要把"make -j"這一行代碼改為“make",即去掉-j即可。
其實大部分時間都花在安裝opencv上了。
5.安裝caffe:
cd ~/caffe sudo cp Makefile.config.example Makefile.config sudo make all
然後靜靜的等著他安裝玩就可以了。到此caffe安裝完畢。
6.安裝pycaffe:
先加入環境變量:
sudo vi ~/.bashrc
習慣gedit的用戶可以把vi換成gedit,然後在文件末尾添加一行:
export PYTHONPATH="/home/xxx/caffe/python:$PYTHONPATH"
保存退出,然後執行:
sudo ldconfig sudo make pycaffe
ok,打開python窗口,試試import caffe,看是否成功,有的需要重啟命令行窗口才可以。如果能import,這安裝成功。
Caffe 深度學習入門教程 http://www.linuxidc.com/Linux/2016-11/136774.htm
Ubuntu 16.04 安裝配置Caffe 圖文詳解 http://www.linuxidc.com/Linux/2016-12/138870.htm
Ubuntu 16.04下Matlab2014a+Anaconda2+OpenCV3.1+Caffe安裝 http://www.linuxidc.com/Linux/2016-07/132860.htm
Ubuntu 16.04系統下CUDA7.5配置Caffe教程 http://www.linuxidc.com/Linux/2016-07/132859.htm
Caffe在Ubuntu 14.04 64bit 下的安裝 http://www.linuxidc.com/Linux/2015-07/120449.htm
深度學習框架Caffe在Ubuntu下編譯安裝 http://www.linuxidc.com/Linux/2016-07/133225.htm
Caffe + Ubuntu 14.04 64bit + CUDA 6.5 配置說明 http://www.linuxidc.com/Linux/2015-04/116444.htm
Ubuntu 16.04上安裝Caffe http://www.linuxidc.com/Linux/2016-08/134585.htm
Caffe配置簡明教程 ( Ubuntu 14.04 / CUDA 7.5 / cuDNN 5.1 / OpenCV 3.1 ) http://www.linuxidc.com/Linux/2016-09/135016.htm
Ubuntu 16.04上安裝Caffe(CPU only) http://www.linuxidc.com/Linux/2016-09/135034.htm