{"id":970644,"date":"2024-12-27T05:27:51","date_gmt":"2024-12-26T21:27:51","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/970644.html"},"modified":"2024-12-27T05:27:53","modified_gmt":"2024-12-26T21:27:53","slug":"%e5%a6%82%e4%bd%95%e5%9c%a8python%e5%ae%89%e8%a3%85opencv","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/970644.html","title":{"rendered":"\u5982\u4f55\u5728python\u5b89\u88c5opencv"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24193901\/56607bc3-c82f-4272-83db-58b4154d86ad.webp\" alt=\"\u5982\u4f55\u5728python\u5b89\u88c5opencv\" \/><\/p>\n<p><p> \u5728Python\u4e2d\u5b89\u88c5OpenCV\u53ef\u4ee5\u901a\u8fc7\u51e0\u79cd\u4e0d\u540c\u7684\u65b9\u6cd5\u5b9e\u73b0\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u7f16\u8bd1\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u7b49\u3002<strong>\u6700\u7b80\u5355\u548c\u63a8\u8350\u7684\u65b9\u6cd5\u662f\u901a\u8fc7pip\u8fdb\u884c\u5b89\u88c5<\/strong>\uff0c\u56e0\u4e3a\u5b83\u662fPython\u7684\u5305\u7ba1\u7406\u7cfb\u7edf\uff0c\u6613\u4e8e\u4f7f\u7528\u5e76\u4e14\u80fd\u591f\u81ea\u52a8\u89e3\u51b3\u4f9d\u8d56\u5173\u7cfb\u3002<strong>\u4f7f\u7528pip\u5b89\u88c5OpenCV\u3001\u786e\u4fdd\u6b63\u786e\u7684Python\u73af\u5883\u3001\u89e3\u51b3\u53ef\u80fd\u51fa\u73b0\u7684\u517c\u5bb9\u6027\u95ee\u9898<\/strong>\u662f\u6210\u529f\u5b89\u88c5OpenCV\u7684\u5173\u952e\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pip\u5b89\u88c5OpenCV\uff0c\u4ee5\u53ca\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528pip\u5b89\u88c5OpenCV<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528pip\u5b89\u88c5OpenCV\u662f\u6700\u7b80\u5355\u548c\u76f4\u63a5\u7684\u65b9\u6cd5\u3002OpenCV\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9884\u7f16\u8bd1\u7684Python\u5305\uff0c\u79f0\u4e3a<code>opencv-python<\/code>\uff0c\u53ef\u4ee5\u901a\u8fc7pip\u76f4\u63a5\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h4>1.1\u3001\u786e\u8ba4Python\u548cpip\u7684\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5OpenCV\u4e4b\u524d\uff0c\u60a8\u9700\u8981\u786e\u4fdd\u7cfb\u7edf\u4e0a\u5df2\u5b89\u88c5Python\u548cpip\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python --version<\/p>\n<p>pip --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u5b89\u88c5Python\uff0c\u53ef\u4ee5\u4ece<a href=\"https:\/\/www.python.org\/\">Python\u5b98\u65b9\u7f51\u7ad9<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5\u6700\u65b0\u7248\u672c\u3002pip\u901a\u5e38\u4f1a\u4e0ePython\u4e00\u8d77\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h4>1.2\u3001\u5b89\u88c5OpenCV<\/h4>\n<\/p>\n<p><p>\u5728\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\u4e2d\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u5b89\u88c5OpenCV\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install opencv-python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6b64\u5916\uff0c\u60a8\u53ef\u80fd\u8fd8\u9700\u8981\u5b89\u88c5\u4e00\u4e9b\u989d\u5916\u7684\u5305\u6765\u652f\u6301OpenCV\u7684\u5b8c\u6574\u529f\u80fd\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install opencv-python-headless<\/p>\n<p>pip install opencv-contrib-python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>opencv-python-headless<\/code>\uff1a\u9002\u7528\u4e8e\u4e0d\u9700\u8981GUI\u529f\u80fd\u7684\u73af\u5883\uff0c\u4f8b\u5982\u670d\u52a1\u5668\u3002<\/li>\n<li><code>opencv-contrib-python<\/code>\uff1a\u5305\u542b\u8bb8\u591a\u9644\u52a0\u6a21\u5757\u548c\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p><h4>1.3\u3001\u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1OpenCV\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<p>print(cv2.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u62a5\u9519\u5e76\u4e14\u663e\u793a\u4e86OpenCV\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u89e3\u51b3\u53ef\u80fd\u7684\u5b89\u88c5\u95ee\u9898<\/h3>\n<\/p>\n<p><p>\u5728\u5b89\u88c5OpenCV\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u7684\u95ee\u9898\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<\/p>\n<p><h4>2.1\u3001\u517c\u5bb9\u6027\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u6709\u65f6\uff0c\u5b89\u88c5OpenCV\u53ef\u80fd\u4f1a\u51fa\u73b0\u7248\u672c\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u4f8b\u5982\u4e0ePython\u7248\u672c\u4e0d\u517c\u5bb9\u3002\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u4e00\u4e2a\u597d\u65b9\u6cd5\u662f\u786e\u4fdd\u4f7f\u7528\u7684Python\u7248\u672c\u548cOpenCV\u7248\u672c\u662f\u517c\u5bb9\u7684\u3002\u53ef\u4ee5\u67e5\u770bOpenCV\u7684<a href=\"https:\/\/opencv.org\/releases\/\">\u5b98\u65b9\u6587\u6863<\/a>\u4ee5\u83b7\u53d6\u66f4\u591a\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><h4>2.2\u3001\u4f9d\u8d56\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u5b89\u88c5\u989d\u5916\u7684\u7cfb\u7edf\u4f9d\u8d56\u9879\u3002\u5728Linux\u7cfb\u7edf\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5305\u7ba1\u7406\u5668\u5b89\u88c5\u8fd9\u4e9b\u4f9d\u8d56\u9879\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt-get install libopencv-dev<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728Windows\u7cfb\u7edf\u4e2d\uff0c\u786e\u4fdd\u5b89\u88c5\u4e86\u9002\u5f53\u7684Visual C++ Redistributable\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528Anaconda\u5b89\u88c5OpenCV<\/h3>\n<\/p>\n<p><p>\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662fAnaconda\uff0c\u5219\u53ef\u4ee5\u901a\u8fc7conda\u547d\u4ee4\u5b89\u88c5OpenCV\uff0c\u8fd9\u901a\u5e38\u53ef\u4ee5\u907f\u514d\u8bb8\u591a\u4f9d\u8d56\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>3.1\u3001\u521b\u5efa\u65b0\u7684conda\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u5efa\u8bae\u521b\u5efa\u4e00\u4e2a\u65b0\u7684conda\u73af\u5883\u6765\u5b89\u88c5OpenCV\uff0c\u8fd9\u6837\u53ef\u4ee5\u907f\u514d\u4e0e\u5176\u4ed6Python\u5e93\u7684\u51b2\u7a81\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda create -n opencv-env python=3.8<\/p>\n<p>conda activate opencv-env<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3.2\u3001\u5b89\u88c5OpenCV<\/h4>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5OpenCV\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install -c conda-forge opencv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3.3\u3001\u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u540c\u6837\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1OpenCV\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<p>print(cv2.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u4ece\u6e90\u4ee3\u7801\u7f16\u8bd1OpenCV<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8e\u9700\u8981\u81ea\u5b9a\u4e49OpenCV\u6784\u5efa\u7684\u9ad8\u7ea7\u7528\u6237\uff0c\u53ef\u4ee5\u9009\u62e9\u4ece\u6e90\u4ee3\u7801\u7f16\u8bd1OpenCV\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u9700\u8981\u7279\u5b9a\u529f\u80fd\u6216\u4f18\u5316\u7684\u7528\u6237\u3002<\/p>\n<\/p>\n<p><h4>4.1\u3001\u83b7\u53d6\u6e90\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4eceOpenCV\u7684<a href=\"https:\/\/github.com\/opencv\/opencv\">GitHub\u4ed3\u5e93<\/a>\u514b\u9686\u6e90\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git clone https:\/\/github.com\/opencv\/opencv.git<\/p>\n<p>git clone https:\/\/github.com\/opencv\/opencv_contrib.git<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4.2\u3001\u5b89\u88c5\u6784\u5efa\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u786e\u4fdd\u5b89\u88c5\u4e86CMake\u548c\u5176\u4ed6\u5fc5\u8981\u7684\u6784\u5efa\u5de5\u5177\u3002\u5728Linux\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt-get install cmake build-essential<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728Windows\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528Visual Studio\u3002<\/p>\n<\/p>\n<p><h4>4.3\u3001\u7f16\u8bd1OpenCV<\/h4>\n<\/p>\n<p><p>\u521b\u5efa\u4e00\u4e2a\u6784\u5efa\u76ee\u5f55\u5e76\u8fd0\u884cCMake\u914d\u7f6e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">cd opencv<\/p>\n<p>mkdir build<\/p>\n<p>cd build<\/p>\n<p>cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=\/usr\/local ..<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u9700\u8981\u4f7f\u7528\u9644\u52a0\u6a21\u5757\uff0c\u53ef\u4ee5\u6dfb\u52a0\u4ee5\u4e0b\u9009\u9879\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">cmake -D OPENCV_EXTRA_MODULES_PATH=..\/..\/opencv_contrib\/modules ..<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u7f16\u8bd1\u5e76\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">make -j8<\/p>\n<p>sudo make install<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528OpenCV\u8fdb\u884c\u56fe\u50cf\u5904\u7406<\/h3>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u5c31\u53ef\u4ee5\u4f7f\u7528OpenCV\u8fdb\u884c\u5404\u79cd\u56fe\u50cf\u5904\u7406\u4efb\u52a1\u4e86\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u57fa\u672c\u7684\u56fe\u50cf\u5904\u7406\u793a\u4f8b\u3002<\/p>\n<\/p>\n<p><h4>5.1\u3001\u8bfb\u53d6\u548c\u663e\u793a\u56fe\u50cf<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528OpenCV\u8bfb\u53d6\u548c\u663e\u793a\u56fe\u50cf\u975e\u5e38\u7b80\u5355\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<h2><strong>\u8bfb\u53d6\u56fe\u50cf<\/strong><\/h2>\n<p>image = cv2.imread(&#39;path_to_image.jpg&#39;)<\/p>\n<h2><strong>\u663e\u793a\u56fe\u50cf<\/strong><\/h2>\n<p>cv2.imshow(&#39;Image&#39;, image)<\/p>\n<p>cv2.w<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>tKey(0)<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5.2\u3001\u56fe\u50cf\u8f6c\u6362<\/h4>\n<\/p>\n<p><p>OpenCV\u63d0\u4f9b\u4e86\u591a\u79cd\u56fe\u50cf\u8f6c\u6362\u529f\u80fd\uff0c\u4f8b\u5982\u7070\u5ea6\u8f6c\u6362\u3001\u5927\u5c0f\u8c03\u6574\u3001\u65cb\u8f6c\u7b49\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)<\/p>\n<h2><strong>\u8c03\u6574\u5927\u5c0f<\/strong><\/h2>\n<p>resized_image = cv2.resize(image, (200, 200))<\/p>\n<h2><strong>\u65cb\u8f6c\u56fe\u50cf<\/strong><\/h2>\n<p>(h, w) = image.shape[:2]<\/p>\n<p>center = (w \/\/ 2, h \/\/ 2)<\/p>\n<p>M = cv2.getRotationMatrix2D(center, 45, 1.0)<\/p>\n<p>rotated_image = cv2.warpAffine(image, M, (w, h))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5.3\u3001\u56fe\u50cf\u8fc7\u6ee4<\/h4>\n<\/p>\n<p><p>OpenCV\u8fd8\u652f\u6301\u591a\u79cd\u56fe\u50cf\u8fc7\u6ee4\u64cd\u4f5c\uff0c\u4f8b\u5982\u6a21\u7cca\u3001\u8fb9\u7f18\u68c0\u6d4b\u7b49\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u5e94\u7528\u9ad8\u65af\u6a21\u7cca<\/p>\n<p>blurred_image = cv2.GaussianBlur(image, (5, 5), 0)<\/p>\n<h2><strong>\u8fb9\u7f18\u68c0\u6d4b<\/strong><\/h2>\n<p>edges = cv2.Canny(image, 100, 200)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u8fd9\u4e9b\u793a\u4f8b\uff0c\u60a8\u53ef\u4ee5\u5f00\u59cb\u63a2\u7d22OpenCV\u63d0\u4f9b\u7684\u4e30\u5bcc\u529f\u80fd\uff0c\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u5404\u79cd\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u4e2d\u3002OpenCV\u7684\u7075\u6d3b\u6027\u548c\u5f3a\u5927\u529f\u80fd\u4f7f\u5176\u6210\u4e3aPython\u793e\u533a\u4e2d\u5904\u7406\u56fe\u50cf\u548c\u89c6\u9891\u6570\u636e\u7684\u9996\u9009\u5de5\u5177\u4e4b\u4e00\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5728Python\u4e2d\u5b89\u88c5OpenCV\u7684\u6700\u4f73\u65b9\u6cd5\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\u5728Python\u4e2d\u5b89\u88c5OpenCV\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4f7f\u7528pip\u5de5\u5177\u3002\u60a8\u53ef\u4ee5\u6253\u5f00\u547d\u4ee4\u884c\u7ec8\u7aef\u5e76\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<code>pip install opencv-python<\/code>\u3002\u5982\u679c\u60a8\u9700\u8981\u989d\u5916\u7684\u529f\u80fd\uff0c\u5982\u989d\u5916\u7684\u6a21\u5757\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u529f\u80fd\uff0c\u53ef\u4ee5\u5b89\u88c5<code>opencv-contrib-python<\/code>\uff0c\u547d\u4ee4\u4e3a\uff1a<code>pip install opencv-contrib-python<\/code>\u3002<\/p>\n<p><strong>\u5b89\u88c5OpenCV\u540e\u5982\u4f55\u9a8c\u8bc1\u5176\u662f\u5426\u6210\u529f\uff1f<\/strong><br \/>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165OpenCV\u6a21\u5757\u6765\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002\u6253\u5f00Python\u89e3\u91ca\u5668\u6216\u60a8\u7684IDE\uff0c\u8f93\u5165\u4ee5\u4e0b\u4ee3\u7801\uff1a  <\/p>\n<pre><code class=\"language-python\">import cv2\nprint(cv2.__version__)\n<\/code><\/pre>\n<p>\u5982\u679c\u6ca1\u6709\u9519\u8bef\u6d88\u606f\u5e76\u4e14\u663e\u793a\u4e86\u7248\u672c\u53f7\uff0c\u8fd9\u610f\u5473\u7740OpenCV\u5df2\u6210\u529f\u5b89\u88c5\u3002<\/p>\n<p><strong>\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u5b89\u88c5OpenCV\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\uff1f<\/strong><br \/>\u5728Windows\u3001macOS\u548cLinux\u7b49\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u5b89\u88c5OpenCV\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u7279\u5b9a\u7684\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5728Windows\u4e0a\uff0c\u786e\u4fdd\u60a8\u7684pip\u7248\u672c\u662f\u6700\u65b0\u7684\uff0c\u4ee5\u907f\u514d\u517c\u5bb9\u6027\u95ee\u9898\u3002\u5728Linux\u4e0a\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u786e\u4fdd\u5b89\u88c5\u4e86\u4e00\u4e9b\u4f9d\u8d56\u5e93\uff08\u5982<code>libjpeg-dev<\/code>\u548c<code>libtiff-dev<\/code>\uff09\u4ee5\u4fbf\u987a\u5229\u5b89\u88c5\u3002\u5728macOS\u4e0a\uff0c\u4f7f\u7528Homebrew\u5b89\u88c5\u76f8\u5173\u7684\u4f9d\u8d56\u5e93\u4e5f\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u5b89\u88c5OpenCV\u53ef\u4ee5\u901a\u8fc7\u51e0\u79cd\u4e0d\u540c\u7684\u65b9\u6cd5\u5b9e\u73b0\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u7f16\u8bd1\u5b89\u88c5\u3001\u4f7f\u7528Anacon [&hellip;]","protected":false},"author":3,"featured_media":970649,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/970644"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=970644"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/970644\/revisions"}],"predecessor-version":[{"id":970650,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/970644\/revisions\/970650"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/970649"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=970644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=970644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=970644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}