linux安装OpenCV以及windows安装numpy、cv2等python2.7模块

时间：2021-10-02 21:25:02

OpenCV(Open Source Computer Vision Library) 是一个基于BSD许可（开源）发行的跨平台计算机视觉库，它具有C ++，C，Python和Java接口，可以运行在Linux、Windows、Mac OS和Android操作系统上。OpenCV的设计是为了提高计算效率，并将重点放在实时应用程序上， 用优化的C / C ++编写，库可以利用多核处理，实现了图像处理和计算机视觉方面的很多通用算法。

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0x00 前言

OpenCV在linux的安装方法可以按照 https://github.com/jayrambhia/Install-OpenCV 来安装。

但有时候因为网速或者别的原因，总之我就觉得里面好繁琐，我从上述项目里提炼出关键的语句，运行即可安装成功。

本次只制作ubuntu下的安装方法，其他系统的安装你们可以参照上述项目。

0x01 准备工作

下载opencv源码包（现在最新版本为3.3.1）：

https://sourceforge.net/projects/opencvlibrary/files/opencv-unix/3.3.1/opencv-3.3.1.zip/download

更新下ubuntu：

#change to root

sudo -s

#update

apt-get update

准备下文件dependencies.sh

#!/bin/bash

echo "--- Removing any pre-installed ffmpeg and x264"

sudo apt-get -qq remove ffmpeg x264 libx264-dev

function install_dependency {

    echo "--- Installing dependency: $1"

    sudo apt-get -y install $

}

install_dependency libopencv-dev

install_dependency build-essential

install_dependency checkinstall

install_dependency cmake

install_dependency pkg-config

install_dependency yasm

install_dependency libtiff5-dev

install_dependency libjpeg-dev

install_dependency libjasper-dev

install_dependency libavcodec-dev

install_dependency libavformat-dev

install_dependency libswscale-dev

install_dependency libdc1394--dev

install_dependency libxine2-dev

install_dependency libgstreamer0.-dev

install_dependency libgstreamer-plugins-base0.-dev

install_dependency libv4l-dev

install_dependency python-dev

install_dependency python-numpy

install_dependency libtbb-dev

install_dependency libqt5x11extras5

install_dependency libqt5opengl5

install_dependency libqt5opengl5-dev

install_dependency libgtk2.-dev

install_dependency libfaac-dev

install_dependency libmp3lame-dev

install_dependency libopencore-amrnb-dev

install_dependency libopencore-amrwb-dev

install_dependency libtheora-dev

install_dependency libvorbis-dev

install_dependency libxvidcore-dev

install_dependency x264

install_dependency v4l-utils

#install_dependency ffmpeg

install_dependency unzip

准备下install.sh

#!/bin/bash

version=3.3.

downloadfile=opencv-${version}.zip

dldir=OpenCV

source dependencies.sh

mkdir -p $dldir

mv $downloadfile $dldir/$downloadfile

cd $dldir

unzip $downloadfile

cd opencv-$version

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 INSTALL_C_EXAMPLES=ON -D INSTALL_PYTHON_EXAMPLES=ON -D BUILD_EXAMPLES=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" $version "ready to be used"

0x02 安装OpenCV

只要opencv-3.3.1.zip、dependencies.sh、install.sh在同一个文件夹下，就可以进行安装：

chmod +x dependencies.sh

chmod +x install.sh

source install.sh

这安装过程会相对漫长。

0x03 编译OpenCV程序

例如要编译的文件为pcat.cpp

g++ -ggdb `pkg-config –-cflags opencv` `pkg-config –-libs opencv` pcat.cpp –o pcat

0x04 windows安装numpy、cv2等python2.7模块

对于windows，我暂时只需要cv2这个python2.7模块，而这个cv2模块依赖numpy模块

numpy的安装：

https://www.lfd.uci.edu/~gohlke/pythonlibs/#numpy

现在numpy最新版本是1.13.3，python的32位版本就下载numpy-1.13.3+mkl-cp27-cp27m-win32.whl，64位版本就下载numpy-1.13.3+mkl-cp27-cp27m-win_amd64.whl

pip install numpy-xxx.whl

cv2的安装：

https://opencv.org/releases.html

现在OpenCV最新的版本是3.3.1，下载 https://sourceforge.net/projects/opencvlibrary/files/opencv-win/3.3.1/opencv-3.3.1-vc14.exe/download

这个opencv-3.3.1-vc14.exe点击后会自动解压，包含sources和build文件夹，\opencv\sources\samples可供学习。

打开\opencv\build\python\2.7，有x86和x64两个版本，关键看你的python是什么版本，复制相对应版本的文件夹下面的cv2.pyd

复制到python2.7的安装目录\Lib\site-packages里面即可

之后可以打开python验证是否成功

import cv2

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