{"id":23999,"date":"2022-09-19T16:00:37","date_gmt":"2022-11-12T03:09:25","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90ubuntu%e3%80%91%e5%ae%89%e8%a3%85python%e7%8e%af%e5%a2%83%e5%9c%a8ubuntu16-04%ef%bc%88%e5%90%8e%e5%8d%8a%e9%83%a8%e5%88%86%ef%bc%89-2\/"},"modified":"2025-08-11T01:06:36","modified_gmt":"2025-08-10T17:06:36","slug":"%e3%80%90ubuntu%e3%80%91%e5%ae%89%e8%a3%85python%e7%8e%af%e5%a2%83%e5%9c%a8ubuntu16-04%ef%bc%88%e5%90%8e%e5%8d%8a%e9%83%a8%e5%88%86%ef%bc%89-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90ubuntu%e3%80%91%e5%ae%89%e8%a3%85python%e7%8e%af%e5%a2%83%e5%9c%a8ubuntu16-04%ef%bc%88%e5%90%8e%e5%8d%8a%e9%83%a8%e5%88%86%ef%bc%89-2\/","title":{"rendered":"\u3010Ubuntu\u3011\u5b89\u88c5Python\u73af\u5883\u5728Ubuntu16.04\uff08\u540e\u534a\u90e8\u5206\uff09"},"content":{"rendered":"<p>\u3010\u5f00\u59cb\u3011<br \/>\n\u7ee7\u7eed\u524d\u534a\u90e8\u5206\u3002<br \/>\n\u3010Ubuntu\u3011\u5728Ubuntu16.04\u4e0a\u5b89\u88c5Python\u73af\u5883\uff08\u524d\u534a\u90e8\u5206\uff09<\/p>\n<p>\u3010\u73af\u5883\u3011<br \/>\n\u64cd\u4f5c\u7cfb\u7edf\uff1aUbuntu 16.04<br \/>\n\u3010\u8bc4\u4ef7\u3011<br \/>\n\u6211\u4eec\u9996\u5148\u51c6\u5907\u4e86\u5b89\u88c5OpenCV\u6240\u9700\u7684\u73af\u5883\u3002<br \/>\n\u7531\u4e8e\u56fe\u50cf\u5904\u7406\u5fc5\u987b\u4f7f\u7528OpenCV\uff0c\u6240\u4ee5\u8bf7\u52a1\u5fc5\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<p>\u3010\u5b89\u88c5\u3011<br \/>\n\u8fd9\u6b21\u7684\u5b89\u88c5\u5c06\u4eceOpenCV\u5b58\u50a8\u5e93\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u3002<\/p>\n<pre class=\"post-pre\"><code>cd ~\r\nwget -O opencv.zip https:\/\/github.com\/Itseez\/opencv\/archive\/3.3.0.zip\r\nunzip opencv.zip\r\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u5b89\u88c5OpenCV_contrib\u3002<\/p>\n<pre class=\"post-pre\"><code>cd ~\r\nwget -O opencv_contrib.zip https:\/\/github.com\/Itseez\/opencv_contrib\/archive\/3.3.0.zip\r\nunzip opencv_contrib.zip\r\n<\/code><\/pre>\n<p>\u5b89\u88c5 Python \u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\u3002 \u60a8\u53ef\u4ee5\u4f7f\u7528\u6b64 pip \u4e0b\u8f7d\u5404\u79cd Python \u5e93\u3002<\/p>\n<pre class=\"post-pre\"><code>wget https:\/\/bootstrap.pypa.io\/get-pip.py\r\nsudo python get-pip.py\r\n<\/code><\/pre>\n<p>\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0cPython \u865a\u62df\u73af\u5883\u5c31\u5efa\u7acb\u8d77\u6765\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>sudo pip install virtualenv virtualenvwrapper\r\nsudo rm -rf ~\/.cache\/pip\r\n<\/code><\/pre>\n<p>\u7136\u540e\uff0c\u5c06 virtualenv \u7684\u8def\u5f84\u6dfb\u52a0\u5230 ~\/.profile \u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>echo -e \"\\n# virtualenv and virtualenvwrapper\" &gt;&gt; ~\/.profile\r\n$ echo \"export WORKON_HOME=$HOME\/.virtualenvs\" &gt;&gt; ~\/.profile\r\n$ echo \"source \/usr\/local\/bin\/virtualenvwrapper.sh\" &gt;&gt; ~\/.profile\r\n<\/code><\/pre>\n<p>\u68c0\u67e5\u6dfb\u52a0\u5230\u914d\u7f6e\u6587\u4ef6\u7684\u8def\u5f84\u662f\u5426\u6b63\u786e\u901a\u8fc7\u3002<\/p>\n<pre class=\"post-pre\"><code>source ~\/.profile\r\n<\/code><\/pre>\n<p>\u4e0b\u4e00\u6b65\u662f\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u5f00\u53d1\u521b\u5efa\u4e00\u4e2a Python \u865a\u62df\u73af\u5883\u3002<\/p>\n<pre class=\"post-pre\"><code>mkvirtualenv my_env -p python2\r\nmkvirtualenv my_env -p python3\r\n<\/code><\/pre>\n<p>\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u5982\u679c\u60a8\u60f3\u6307\u5b9a\u7279\u5b9a\u7684 Python \u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>mkvirtualenv my_env --python=\/usr\/bin\/python2.x\r\nmkvirtualenv my_env --python=\/usr\/bin\/python3.x\r\n<\/code><\/pre>\n<p>\u5230\u6b64\u4e3a\u6b62\uff0c\u60a8\u5c31\u53ef\u4ee5\u8fdb\u5165\u73af\u5883\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>source ~\/.profile\r\nworkon cv\r\n<\/code><\/pre>\n<p>\u4f60\u600e\u4e48\u770b\uff1f \u4f60\u505a\u5bf9\u4e86\u5417\uff1f (cv\uff09\u5982\u679c\u60a8\u7684\u7528\u6237\u540d\u524d\u9762\u51fa\u73b0\u4e86\u8fd9\u4e2a\uff0c\u60a8\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e86\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u5728Python\u7684\u4f17\u591a\u5f00\u53d1\u4e2d\uff0c\u6211\u4eec\u5c06\u5b89\u88c5\u4e00\u4e2a\u51e0\u4e4e\u88ab\u8ba4\u4e3a\u662f\u9ed8\u8ba4\u9009\u62e9\u7684\u5e93\u2014\u2014NumPy\u3002<\/p>\n<pre class=\"post-pre\"><code>pip install numpy\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>\u4e0b\u4e00\u6b65\u662f\u7f16\u8bd1\u548c\u5b89\u88c5 OpenCV\u3002<\/p>\n<pre class=\"post-pre\"><code>cd ~\/opencv-3.3.0\/\r\nmkdir build\r\ncd build\r\ncmake -D CMAKE_BUILD_TYPE=RELEASE \\\r\n  -D CMAKE_INSTALL_PREFIX=\/usr\/local \\\r\n  -D INSTALL_PYTHON_EXAMPLES=ON \\\r\n  -D OPENCV_EXTRA_MODULES_PATH=~\/opencv_contrib-3.3.0\/modules \\\r\n  -D BUILD_EXAMPLES=ON ..\r\n<\/code><\/pre>\n<p>\u5f53\u8fd9\u4e2a\u8fc7\u7a0b\u7ed3\u675f\u540e\uff0c\u5c4f\u5e55\u4e0a\u5e94\u8be5\u4f1a\u663e\u793a\u6709\u5173Python2\u6216Python3\u7684\u4e00\u4e9b\u4fe1\u606f\u3002<\/p>\n<p>\u7f16\u8bd1\u3002<\/p>\n<pre class=\"post-pre\"><code>make -j4\r\n<\/code><\/pre>\n<p>\u8fd9\u662f\u4e00\u6bb5\u76f8\u5f53\u957f\u7684\u65f6\u95f4\u3002 \u8bf7\u9759\u9759\u7b49\u5f85\u3002<\/p>\n<p>\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u6211\u7684\u73af\u5883\u662f Python 3.5\uff0c\u6240\u4ee5\u6211\u4f1a\u8fd9\u4e48\u505a\u3002<\/p>\n<pre class=\"post-pre\"><code>ls -l \/usr\/local\/lib\/python3.5\/site-packages\/\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>cd \/usr\/local\/lib\/python3.5\/site-packages\/\r\nsudo mv cv2.cpython-35m-x86_64-linux-gnu.so cv2.so\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>cd ~\/.virtualenvs\/cv\/lib\/python3.5\/site-packages\/\r\nln -s \/usr\/local\/lib\/python3.5\/site-packages\/cv2.so cv2.so\u3010\u5f00\u59cb\u3011<\/code>\u786e<\/pre>\n<pre class=\"post-pre\">\u7ee7\u7eed\u524d\u534a\u90e8\u5206\u3002<\/pre>\n<pre class=\"post-pre\">\u3010Ubuntu\u3011\u5728Ubuntu16.04\u4e0a\u5b89\u88c5Python\u73af\u5883\uff08\u524d\u534a\u90e8\u5206\uff09<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">\u3010\u73af\u5883\u3011<\/pre>\n<pre class=\"post-pre\">\u64cd\u4f5c\u7cfb\u7edf\uff1aUbuntu 16.04<\/pre>\n<pre class=\"post-pre\">\u3010\u8bc4\u4ef7\u3011<\/pre>\n<pre class=\"post-pre\">\u6211\u4eec\u9996\u5148\u51c6\u5907\u4e86\u5b89\u88c5OpenCV\u6240\u9700\u7684\u73af\u5883\u3002<\/pre>\n<pre class=\"post-pre\">\u7531\u4e8e\u56fe\u50cf\u5904\u7406\u5fc5\u987b\u4f7f\u7528OpenCV\uff0c\u6240\u4ee5\u8bf7\u52a1\u5fc5\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">\u3010\u5b89\u88c5\u3011<\/pre>\n<pre class=\"post-pre\">\u8fd9\u6b21\u7684\u5b89\u88c5\u5c06\u4eceOpenCV\u5b58\u50a8\u5e93\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">cd ~<\/pre>\n<pre class=\"post-pre\">wget -O opencv.zip https:\/\/github.com\/Itseez\/opencv\/archive\/3.3.0.zip<\/pre>\n<pre class=\"post-pre\">unzip opencv.zip<\/pre>\n<pre class=\"post-pre\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u5b89\u88c5OpenCV_contrib\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">cd ~<\/pre>\n<pre class=\"post-pre\">wget -O opencv_contrib.zip https:\/\/github.com\/Itseez\/opencv_contrib\/archive\/3.3.0.zip<\/pre>\n<pre class=\"post-pre\">unzip opencv_contrib.zip<\/pre>\n<pre class=\"post-pre\">\u5b89\u88c5 Python \u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\u3002 \u60a8\u53ef\u4ee5\u4f7f\u7528\u6b64 pip \u4e0b\u8f7d\u5404\u79cd Python \u5e93\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">wget https:\/\/bootstrap.pypa.io\/get-pip.py<\/pre>\n<pre class=\"post-pre\">sudo python get-pip.py<\/pre>\n<pre class=\"post-pre\">\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0cPython \u865a\u62df\u73af\u5883\u5c31\u5efa\u7acb\u8d77\u6765\u4e86\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">sudo pip install virtualenv virtualenvwrapper<\/pre>\n<pre class=\"post-pre\">sudo rm -rf ~\/.cache\/pip<\/pre>\n<pre class=\"post-pre\">\u7136\u540e\uff0c\u5c06 virtualenv \u7684\u8def\u5f84\u6dfb\u52a0\u5230 ~\/.profile \u4e2d\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">echo -e \"\\n# virtualenv and virtualenvwrapper\" &gt;&gt; ~\/.profile<\/pre>\n<pre class=\"post-pre\">$ echo \"export WORKON_HOME=$HOME\/.virtualenvs\" &gt;&gt; ~\/.profile<\/pre>\n<pre class=\"post-pre\">$ echo \"source \/usr\/local\/bin\/virtualenvwrapper.sh\" &gt;&gt; ~\/.profile<\/pre>\n<pre class=\"post-pre\">\u68c0\u67e5\u6dfb\u52a0\u5230\u914d\u7f6e\u6587\u4ef6\u7684\u8def\u5f84\u662f\u5426\u6b63\u786e\u901a\u8fc7\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">source ~\/.profile<\/pre>\n<pre class=\"post-pre\">\u4e0b\u4e00\u6b65\u662f\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u5f00\u53d1\u521b\u5efa\u4e00\u4e2a Python \u865a\u62df\u73af\u5883\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">mkvirtualenv my_env -p python2<\/pre>\n<pre class=\"post-pre\">mkvirtualenv my_env -p python3<\/pre>\n<pre class=\"post-pre\">\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u5982\u679c\u60a8\u60f3\u6307\u5b9a\u7279\u5b9a\u7684 Python \u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">mkvirtualenv my_env --python=\/usr\/bin\/python2.x<\/pre>\n<pre class=\"post-pre\">mkvirtualenv my_env --python=\/usr\/bin\/python3.x<\/pre>\n<pre class=\"post-pre\">\u5230\u6b64\u4e3a\u6b62\uff0c\u60a8\u5c31\u53ef\u4ee5\u8fdb\u5165\u73af\u5883\u4e86\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">source ~\/.profile<\/pre>\n<pre class=\"post-pre\">workon cv<\/pre>\n<pre class=\"post-pre\">\u4f60\u600e\u4e48\u770b\uff1f \u4f60\u505a\u5bf9\u4e86\u5417\uff1f (cv\uff09\u5982\u679c\u60a8\u7684\u7528\u6237\u540d\u524d\u9762\u51fa\u73b0\u4e86\u8fd9\u4e2a\uff0c\u60a8\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e86\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">\u63a5\u4e0b\u6765\uff0c\u5728Python\u7684\u4f17\u591a\u5f00\u53d1\u4e2d\uff0c\u6211\u4eec\u5c06\u5b89\u88c5\u4e00\u4e2a\u51e0\u4e4e\u88ab\u8ba4\u4e3a\u662f\u9ed8\u8ba4\u9009\u62e9\u7684\u5e93\u2014\u2014NumPy\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">pip install numpy<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">\u4e0b\u4e00\u6b65\u662f\u7f16\u8bd1\u548c\u5b89\u88c5 OpenCV\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">cd ~\/opencv-3.3.0\/<\/pre>\n<pre class=\"post-pre\">mkdir build<\/pre>\n<pre class=\"post-pre\">cd build<\/pre>\n<pre class=\"post-pre\">cmake -D CMAKE_BUILD_TYPE=RELEASE \\<\/pre>\n<pre class=\"post-pre\">  -D CMAKE_INSTALL_PREFIX=\/usr\/local \\<\/pre>\n<pre class=\"post-pre\">  -D INSTALL_PYTHON_EXAMPLES=ON \\<\/pre>\n<pre class=\"post-pre\">  -D OPENCV_EXTRA_MODULES_PATH=~\/opencv_contrib-3.3.0\/modules \\<\/pre>\n<pre class=\"post-pre\">  -D BUILD_EXAMPLES=ON ..<\/pre>\n<pre class=\"post-pre\">\u5f53\u8fd9\u4e2a\u8fc7\u7a0b\u7ed3\u675f\u540e\uff0c\u5c4f\u5e55\u4e0a\u5e94\u8be5\u4f1a\u663e\u793a\u6709\u5173Python2\u6216Python3\u7684\u4e00\u4e9b\u4fe1\u606f\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\"> \u7f16\u8bd1\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">make -j4<\/pre>\n<pre class=\"post-pre\">\u8fd9\u662f\u4e00\u6bb5\u76f8\u5f53\u957f\u7684\u65f6\u95f4\u3002 \u8bf7\u9759\u9759\u7b49\u5f85\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u6211\u7684\u73af\u5883\u662f Python 3.5\uff0c\u6240\u4ee5\u6211\u4f1a\u8fd9\u4e48\u505a\u3002<\/pre>\n<pre class=\"post-pre\"><\/pre>\n<pre class=\"post-pre\">ls -l \/usr\/local\/lib\/python3.5\/site-packages\/<\/pre>\n<pre class=\"post-pre\">cd \/usr\/local\/lib\/python3.5\/site-packages\/<\/pre>\n<pre class=\"post-pre\">sudo mv cv2.cpython-35m-x86_64-linux-gnu.so cv2.so<\/pre>\n<pre class=\"post-pre\">cd ~\/.virtualenvs\/cv\/lib\/python3.5\/site-packages\/<\/pre>\n<pre class=\"post-pre\">ln -s \/usr\/local\/lib\/python3.5\/site-packages\/cv2.so cv2.so<\/pre>\n<pre class=\"post-pre\">\u6700\u540e\u4fdd\u5b89\u88c5\u6b63\u786e\u3002<\/pre>\n<pre class=\"post-pre\"><code>source ~\/.profile \r\nworkon cv\r\npython\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">cv2<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u73b0\u5728\u663e\u793a\u7684\u662f OpenCV \u7248\u672c\uff0c\u5219\u8868\u793a\u6ca1\u95ee\u9898\u3002<\/p>\n<p>\u3010\u603b\u7ed3\u3011<br \/>\n\u81f3\u6b64\uff0c\u6240\u6709\u7684\u9996\u9009\u9879\u90fd\u4ecb\u7ecd\u5b8c\u6bd5\u3002 \u6211\u60f3\u4e0b\u4e00\u7bc7\u6587\u7ae0\u5c06\u4ecb\u7ecd\u56fe\u50cf\u5904\u7406\u3002<br \/>\n\u8fd9\u53ea\u662f\u4e3a\u4e86\u6211\u7684\u5b66\u4e60\u76ee\u7684\uff0c\u6240\u4ee5\u5bf9\u4f60\u6765\u8bf4\u53ef\u80fd\u4f1a\u5f88\u67af\u71e5\uff0c\u4f46\u6211\u60f3\u8fd8\u662f\u6709\u5f88\u591a\u521d\u5b66\u8005\u7684\uff0c\u8ba9\u6211\u4eec\u4e00\u8d77\u52aa\u529b\u5427\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u5f00\u59cb\u3011 \u7ee7\u7eed\u524d\u534a\u90e8\u5206\u3002 \u3010Ubuntu\u3011\u5728Ubuntu16.04\u4e0a\u5b89\u88c5Python\u73af\u5883\uff08\u524d\u534a\u90e8\u5206\uff09 \u3010\u73af\u5883\u3011 [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-23999","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010Ubuntu\u3011\u5b89\u88c5Python\u73af\u5883\u5728Ubuntu16.04\uff08\u540e\u534a\u90e8\u5206\uff09 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u3010Ubuntu\u3011\u5b89\u88c5Python\u73af\u5883\u5728Ubuntu16.04\uff08\u540e\u534a\u90e8\u5206\uff09\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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