Ubuntu 16.04 安装 Python 3.6 + OpenCV的虚拟环境
2019-03-21 16:20
591 查看
文章首发于我的个人博客猿人学Python,你也可以关注我的个人公众号,与50000好友一起学习。
1. Ubuntu 14.04/16.04安装Python 3.6
方法一 自己编译安装:
# 安装编译必需的软件包 sudo apt install build-essential checkinstall sudo apt install libreadline-gplv2-dev libncursesw5-dev libssl-dev libsqlite3-dev tk-dev libgdbm-dev libc6-dev libbz2-dev # 下载并解压Python 3.6的源代码 wget https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tar.xz tar xvf Python-3.6.0.tar.xz #编译安装 cd Python-3.6.0/ ./configure sudo make altinstall
make altinstall 命令会跳过创建symlink的步骤,因此/usr/bin/python仍然指向系统自带的老版本python,不至于把Ubuntu系统搞崩溃。
方法二 使用PPA源进行安装
这是一个省事儿的方法,适合懒人用。
sudo add-apt-repository ppa:jonathonf/python-3.6 sudo apt update sudo apt install python3.6 python3.6-dev
2. 设置Python虚拟环境
Ubuntu系统默认的Python是2.7,为了使多个Python版本共存,我们使用virtualenv/virtualenvwrapper来管理不同的Python版本和相应的软件包。
virtualenvwrapper是virtualenv的扩展,使得管理虚拟环境更加方便。
sudo pip install virtualenv virtualenvwrapper
配置 virtualenvwarpper
默认virtualenvwrapper安装在/usr/local/bin下面,实际上需要运行virtualenvwrapper.sh文件才行;所以需要先进行配置一下:
创建虚拟环境管理目录: mkdir $HOME/.virtualenvs
在~/.bashrc中添加行:
export VIRTUALENV_USE_DISTRIBUTE=1 # 总是使用 pip/distribute export WORKON_HOME=$HOME/.virtualenvs # 所有虚拟环境存储的目录 if [ -e $HOME/.local/bin/virtualenvwrapper.sh ];then source $HOME/.local/bin/virtualenvwrapper.sh else if [ -e /usr/local/bin/virtualenvwrapper.sh ];then source /usr/local/bin/virtualenvwrapper.sh fi fi export PIP_VIRTUALENV_BASE=$WORKON_HOME export PIP_RESPECT_VIRTUALENV=true
启动 virtualenvwrapper: source ~/.bashrc 得到如下输出:
veelion@gtx:~/opencv$ source ~/.bashrc virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/premkproject virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/postmkproject virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/initialize virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/premkvirtualenv virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/postmkvirtualenv virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/prermvirtualenv virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/postrmvirtualenv virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/predeactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/postdeactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/preactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/postactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/get_env_details
使用方法
使用virtualenvwrapper —help 查看所有命令,常用的有:
- 创建基本环境:mkvirtualenv [环境名]
- 删除环境:rmvirtualenv [环境名]
- 激活环境:workon [环境名]
- 退出环境:deactivate
- 列出所有环境:workon 或者 lsvirtualenv -b
创建Python3.6的虚拟环境
veelion@gtx:~$ mkvirtualenv -p python3.6 py3.6 Running virtualenv with interpreter /usr/bin/python3.6 Using base prefix '/usr' New python executable in /home/veelion/.virtualenvs/py3.6/bin/python3.6 Also creating executable in /home/veelion/.virtualenvs/py3.6/bin/python Installing setuptools, pip, wheel...done. virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/py3.6/bin/predeactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/py3.6/bin/postdeactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/py3.6/bin/preactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/py3.6/bin/postactivate virtualenvwrapper.user_scripts creating /home/veelion/.virtualenvs/py3.6/bin/get_env_details
安装numpy
workon py3.6 pip install numpy
2. 编译安装OpenCV 3.2
1. 安装编译依赖的软件包
# 安装读写不同图片类型的库: sudo apt-get install libjpeg8-dev libtiff4-dev libjasper-dev libpng12-dev # 安装读取视频格式的库: sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev # 安装GTK库以使用OpenCV的GUI: sudo apt-get install libgtk2.0-dev # 安装用来优化一些OpenCV内部函数的库,比如矩阵操作: sudo apt-get install libatlas-base-dev gfortran liblapacke-dev
2. 编译OpenCV
下载并解压源码:
wget https://github.com/opencv/opencv/archive/3.2.0.tar.gz -O opencv.tar.gz wget https://github.com/opencv/opencv_contrib/archive/3.2.0.tar.gz -O opencv_contrib.tar.gz tar zxf opencv.tar.gz tar zxf opencv_contrib.tar.gz
编译:
cd opencv-3.2.0 mkdir build cd build cmake -D CMAKE_BUILD_TYPE=RELEASE \ -D CMAKE_INSTALL_PREFIX=/usr/local \ -D INSTALL_C_EXAMPLES=OFF \ -D INSTALL_PYTHON_EXAMPLES=OFF \ -D WITH_IPP=OFF \ -DBUILD_opencv_dnn=OFF \ -D OPENCV_EXTRA_MODULES_PATH=~/opencv/opencv_contrib-3.2.0/modules \ -D BUILD_EXAMPLES=OFF .. make -j4 # 编译时间好长啊,这还是四核一起编译呢
安装
编译没有出错的话,就可以安装了:
sudo make install sudo ldconfig
以上命令会安装OpenCV的python模块到:
(py3.6) veelion@gtx:~/opencv/opencv-3.2.0/build$ ls /usr/local/lib/python3.6/site-packages/ cv2.cpython-36m-x86_64-linux-gnu.so
把以上.so文件链接到py3.6虚拟环境下:
(py3.6) veelion@gtx:~$ cd ~/.virtualenvs/py3.6/lib/python3.6/site-packages/ (py3.6) veelion@gtx:~/.virtualenvs/py3.6/lib/python3.6/site-packages$ ln -s /usr/local/lib/python3.6/site-packages/cv2.cpython-36m-x86_64-linux-gnu.so cv2.so
测试OpenCV的安装
veelion@gtx:~$ workon py3.6 (py3.6) veelion@gtx:~$ python Python 3.6.1 (default, Mar 22 2017, 10:05:53) [GCC 5.4.1 20170304] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import cv2 >>> cv2.__version__ '3.2.0'(adsbygoogle = window.adsbygoogle || []).push({});
相关文章推荐
- [转载]Ubuntu 16.04编译安装OpenCV(Python2 /python3)(使用虚拟环境)
- Ubuntu16.04 下 Python3 虚拟环境安装 OpenCV
- ubuntu16.04 安装opencv3.1(python环境,虚拟环境)
- Ubuntu 16.04 安装 python3.6 环境并设置为默认
- ubuntu 16.04 在conda虚拟环境中安装opencv 3.4.0
- Ubuntu16.04安装OpenCV-3.4.3的C++和python版本(含anaconda创建的python环境)详细步骤与总结(干货)
- Ubuntu16.04下安装Python扩展包-scipy,numpy,matplotlib(普通环境和virtualenv虚拟环境)
- ubuntu16.04 下 python虚拟环境的安装
- 在Ubuntu 16.04 安装python3.6 环境并设置为默认
- 复现seglink环境配置 (Ubuntu18+虚拟环境python2.7 安装 OpenCV2.4.13.6 )
- 在Ubuntu 16.04 安装python3.6 环境并设置为默认
- 在Ubuntu 16.04 安装python3.6 环境并设置为默认
- ubuntu 16.04 python3.6 eclipse+pydev虚拟环境搭建
- Ubuntu16.04 opencv3安装python3.6
- win10双系统安装ubuntu16.04+gtx750ti+python3.6配置cuda-9.0+cuDNN7.05+TensorFlow-gpu1.8.0+opencv 2.4.13的过程汇总
- 在Ubuntu 16.04 安装python3.6 环境并设置为默认
- Ubuntu16.04+Cuda9.1+Cudnn7.5+Anaconda3(Python3.6)+opencv3.4.1+caffe编译安装(多坑已排!)
- ubuntu16.04下的jupyter在python2.7和python3.6环境下的安装
- ubuntu编译安装opencv3到anaconda虚拟环境(virtual env同理)
- ubuntu 16.04+无法连接wifi+最新caffe+caffe python开发环境- 安装