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Ubuntu14.04安装caffe(cpu版)

2017-11-25 17:43 387 查看
参考:http://blog.csdn.net/u011762313/article/details/47262549

前言:

按照Caffe官网安装教程安装Caffe时,要装Cuda,按照Cuda官网安装教程,命令行输入:
$lspci | grep -i nvidia
,发现没有nvidia显卡,所以只能暂时放弃Gpu,改用Cpu了。

正文:

安装依赖库(一):

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

安装BLAS:

sudo apt-get install libatlas-base-dev
可以安装OpenBLAS或MKL,以提升CPU性能,但是要修改caffe中Makefile文件…

安装python

我的Ubuntu14.04自带可使用pycaffe接口

安装opencv

详见:http://blog.csdn.net/BEHIND_YOU/article/details/78612475注:opencv必须安装,且版本为>=2.4或3.0----------------------------------------------------------------------------------------------------------

安装依赖库(二):

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

下载Caffe:

cd ~mkdir 
caffe-mastercd caffe-master/git clone git://github.com/BVLC/caffe.git

如果安装的是opencv3.0:

a、修改Makefile,在
LIBRARIES += glog gflagsprotobuf leveldb snappy \lmdb boost_system hdf5_hlhdf5 m \opencv_coreopencv_highgui opencv_imgproc opencv_imgcodecs
处加入后面的opencv_imgcodecs,因为opencv3.0.0把imread相关函数放到imgcodecs.lib中了(原来是imgproc.lib)[/code]b、修改
caffe/examples/cpp_classification/classification.cpp
文件,加入:
#include <opencv2/imgproc/types_c.h>#include <opencv2/objdetect/objdetect_c.h>
否则会出现”CV_BGR2GRAY”的错误

编译Caffe:

cd ~/caffecp Makefile.config.example Makefile.config#
修改
Makefile.config
文件:去掉
CPU_ONLY:=1
的注释
make allmake testmake runtest

配置pycaffe:

a、安装依赖库:
sudo apt-get install 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 ipythonsudo apt-get install protobuf-c-compiler protobuf-compiler
b、编译:
cd ~/caffe-
master/caffemake pycaffe
c、添加~/caffe/python到$PYTHONPATH:
sudo gedit /etc/profile# 
末尾添加:
export PYTHONPATH=/
home
/
sine
/
caffe-master/
caffe/python:$PYTHONPATH# 
用完整路径,不要用
~source/etc/profile # 
使之生效
[/code]d、测试是否可以引用:
pythonPython 2.7.6 (default, Jun22 2015, 17:58:13) 
[GCC 4.8.2] on linux2Type "help","copyright", "credits" or "license" formore information.>>> import caffe>>>
[/code]
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