{"id":15141,"date":"2020-03-23T14:14:00","date_gmt":"2020-03-23T06:14:00","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=15141"},"modified":"2022-06-08T11:51:28","modified_gmt":"2022-06-08T03:51:28","slug":"%e4%bd%a0%e7%9a%84ai%e6%9c%83%e7%9c%8b%e5%9c%96%e5%97%8e-open-cv%e4%bb%8b%e7%b4%b9","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=15141","title":{"rendered":"\u4f60\u7684AI\u6703\u770b\u5716\u55ce? Open CV\u4ecb\u7d39"},"content":{"rendered":"\n<p>\u96fb\u8166\u8996\u89ba\u6280\u8853\u61c9\u7528\u8d8a\u4f86\u8d8a\u5ee3\u6cdb\uff0c\u6709\u8a31\u591a\u8edf\u9ad4\u5de5\u5177\u548c\u51fd\u5f0f\u5eab\uff0c\u53ef\u7528\u65bc\u5efa\u7f6e\u96fb\u8166\u8996\u89ba\u61c9\u7528\uff0c\u5176\u4e2dOpenCV\u5c31\u662f\u4e00\u500b\u5f88\u597d\u7684\u5207\u5165\u9818\u57df\u3002&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;                                                  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/03\/opencv.png\" alt=\"\" class=\"wp-image-15143\" width=\"573\" height=\"337\"\/><\/figure><\/div>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=15141\/#OpenCV%E7%B0%A1%E4%BB%8B\" >OpenCV\u7c21\u4ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=15141\/#%E4%BD%A0%E5%8F%AF%E4%BB%A5%E6%87%89%E7%94%A8OpenCV_%E5%9C%A8%E5%93%AA%E4%BA%9B%E9%A0%98%E5%9F%9F%EF%BC%9F\" >\u4f60\u53ef\u4ee5\u61c9\u7528OpenCV \u5728\u54ea\u4e9b\u9818\u57df\uff1f<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"OpenCV%E7%B0%A1%E4%BB%8B\"><\/span>OpenCV\u7c21\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>OpenCV\u5168\u540d\u662fOpen Source Computer Vision Library\uff0c\u662f\u7576\u4eca\u6700\u77e5\u540d\u3001\u4e5f\u6700\u88ab\u5ee3\u6cdb\u63a1\u7528\u7684\u5f71\u50cf\u8655\u7406\u51fd\u5f0f\u5eab\uff0c\u5b83\u662f\u7531Intel\u767c\u8d77\u4e26\u53c3\u8207\u958b\u767c\uff0c\u4ee5BSD\u6388\u6b0a\u689d\u6b3e\u767c\u884c\uff0c\u53ef\u5728\u5546\u696d\u548c\u7814\u7a76\u9818\u57df\u4e2d\u514d\u8cbb\u4f7f\u7528\uff0c\u76ee\u524d\u662f\u975e\u71df\u5229\u7684\u57fa\u91d1\u7d44\u7e54OpenCV.org\u9032\u884c\u7dad\u8b77\u3002<\/p>\n\n\n\n<p>OpenCV 1.0\u7248\u57282006\u5e74\u91cb\u51fa\uff0c\u7576\u521d\u4ee5C\u8a9e\u8a00\u70ba\u958b\u767c\u7a0b\u5f0f\u4e3b\u9ad4\uff0c\u7576\u6642\u53d7\u5230\u5ee3\u5927\u7684\u6b61\u8fce\uff0c\u4f46\u7f3a\u9ede\u5c31\u662f\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u8981\u81ea\u884c\u505a\u8a18\u61b6\u9ad4\u7ba1\u7406\uff0c\u56e0\u6b64\u5728\u958b\u767c\u5927\u578b\u7a0b\u5f0f\u6642\u8f03\u70ba\u4e0d\u65b9\u4fbf\u3002<\/p>\n\n\n\n<p>\u65bc\u662f\u4e4b\u5f8c\u8b8a\u6709OpenCV 2.0\u57282009\u5e74\u91cb\u51fa\uff0c\u8a72\u7248\u672c\u7684\u4e3b\u8981\u4ee5C++\u958b\u767c\u8a2d\u8a08\uff0c\u4f7f\u5f97\u8a18\u61b6\u9ad4\u7ba1\u7406\u65b9\u4fbf\u8a31\u591a\uff0c\u4ee5\u6211\u5011\u793a\u7bc4\u4f7f\u7528\u76842.x.yy\u5c31\u662f2.0\u7248\uff0cx\u4ee3\u8868\u70ba\u5c0f\u6539\u7248\uff0c\u53ef\u80fd\u662f\u529f\u80fd\u589e\u5f37\u6216\u63d0\u4f9b\u65b0\u529f\u80fd\uff0cyy\u4ee3\u8868\u529f\u80fd\u9664\u932f\u3002<\/p>\n\n\n\n<p>OpenCV 3.0\u65bc2015\u5e746\u6708\u91cb\u51fa\uff0c\u6709\u90e8\u5206\u7684\u6a21\u7d44\u8b8a\u52d5\uff0cGPU\u7684\u5e73\u884c\u8655\u7406\u662f3.0\u7684\u8b8a\u52d5\u91cd\u9ede\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u6b77\u7d933\u5e74\u5f8c\uff0c\u57282018\u5e7411\u6708\uff0cOpenCV 4.0\u6b63\u5f0f\u7248\u5f37\u52e2\u4f86\u8972! \u9032\u4e00\u6b65\u6539\u5584\u4e86\u6838\u5fc3\u63a5\u53e3\uff0c\u4e26\u6dfb\u52a0\u4e86\u4e8c\u7dad\u78bc\u6aa2\u6e2c\u5668\u3001ONNX \u8f49\u63db\u683c\u5f0f\u7b49\u65b0\u7279\u9ede\uff0c\u5728\u6df1\u5ea6\u5b78\u7fd2\u90e8\u4efd\u6709\u91cd\u5927\u8b8a\u9769\uff0c\u91cd\u8981\u66f4\u65b0\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>-OpenCV 4.0 \u73fe\u5728\u662f\u80fd\u8207C++\u51fd\u5f0f\u5eab\u517c\u5bb9\u7684\u7de8\u8b6f\u5668\u3002<\/p>\n\n\n\n<p>-core \u6a21\u7d44\u4e2d\u7684 Persistence\uff08\u7528\u65bc\u5b58\u5132\u548c\u52a0\u8f09 XML\u3001YAML \u6216 JSON \u683c\u5f0f\u7684\u7d50\u69cb\u5316\u6578\u64da\uff09\u53ef\u4ee5\u5b8c\u5168\u4f7f\u7528 C++ \u4f86\u91cd\u65b0\u5be6\u73fe\uff0c\u56e0\u6b64\u57284.0\u7248\u7684 C API \u4e5f\u88ab\u79fb\u9664\u3002<\/p>\n\n\n\n<p>-\u6dfb\u52a0\u4e86\u65b0\u6a21\u7d44 G-API\uff0c\u5b83\u53ef\u4f5c\u70ba\u57fa\u65bc\u5716\u7684\u9ad8\u6548\u5716\u50cf\u8655\u7406\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>-dnn \u6a21\u7d44\u5305\u62ec\u5be6\u9a57\u7528 Vulkan \u5f8c\u7aef\uff0c\u4e14\u652f\u6301 ONNX \u683c\u5f0f\u7684\u7db2\u7d61\u3002<\/p>\n\n\n\n<p>-\u5be6\u73fe\u4e86\u6d41\u884c\u7684 Kinect Fusion \u7b97\u6cd5\uff0c\u4e14\u70ba CPU \u548c GPU (OpenCL) \u9032\u884c\u512a\u5316\u3002<\/p>\n\n\n\n<p>-objdetect \u6a21\u7d44\u4e2d\u6dfb\u52a0\u4e86\u4e8c\u7dad\u78bc\u6aa2\u6e2c\u5668\u548c\u89e3\u78bc\u5668\u3002<\/p>\n\n\n\n<p>-\u5c07\u9ad8\u6548\u3001\u9ad8\u8cea\u91cf\u7684 DIS dense optical flow \u7b97\u6cd5\u5f9e opencv_contrib \u79fb\u5230 video \u6a21\u7d44\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u76ee\u524dOpencv\u6a21\u7d44\u5982\u4e0b\u8868\u6240\u5217\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"640\" height=\"325\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/03\/opencv\u6a21\u7d44.jpg\" alt=\"\" class=\"wp-image-15144\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/03\/opencv\u6a21\u7d44.jpg 640w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/03\/opencv\u6a21\u7d44-300x152.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/figure><\/div>\n\n\n\n<p>OpenCV\u5728\u5f71\u50cf\u8655\u7406\u65b9\u9762\u61c9\u7528\u5ee3\u6cdb\uff0c\u53ef\u4ee5\u8b80\u53d6\u5132\u5b58\u5716\u7247\u3001\u8996\u8a0a\u3001\u77e9\u9663\u904b\u7b97\u3001\u7d71\u8a08\u3001\u5f71\u50cf\u8655\u7406\u7b49\uff0c\u53ef\u7528\u5728\u7269\u9ad4\u8ffd\u8e64\u3001\u4eba\u81c9\u8fa8\u8b58\u3001\u7d0b\u7406\u5206\u6790\u3001\u52d5\u614b\u8996\u8a0a\u7684\u5f71\u50cf\u8655\u7406\u7b49\u3002<\/p>\n\n\n\n<p>OpenCV\u63d0\u4f9b\u7c21\u55ae\u7684GUI\u4ecb\u9762\uff0c\u4f8b\u5982\u5c07\u5f71\u50cf\u986f\u793a\u5728\u87a2\u5e55\u4e0a\uff0c\u5728\u8996\u7a97\u4e0a\u52a0\u4e0a\u6ed1\u52d5\u687f\u548c\u5075\u6e2c\u6ed1\u9f20\u548c\u9375\u76e4\u8f38\u5165\uff0c\u65b9\u4fbf\u6211\u5011\u9a57\u8b49\u6216\u5448\u73fe\u7d50\u679c\u3002\u4f46\u56e0\u70baOpenCV\u7576\u521d\u8a2d\u8a08\u7684\u6642\u5019\u8457\u91cd\u5728\u6f14\u7b97\u6cd5\u7684\u8655\u7406\uff0c\u6240\u4ee5\u95dc\u65bc\u7cfb\u7d71\u786c\u9ad4\u7684\u652f\u63f4\uff0c\u548c\u4ecb\u9762\u5143\u4ef6\u7684\u5b8c\u6574\u5ea6\u90fd\u4e0d\u9ad8\uff0c\u6240\u4ee5\u5047\u4f7f\u60f3\u8981\u958b\u767c\u5b8c\u6574\u7684C\/C++\u61c9\u7528\u7a0b\u5f0f\uff0c\u9084\u662f\u9700\u8981\u50cfQt\u3001\nwxWidets\u4e4b\u985e\u7684\u61c9\u7528\u7a0b\u5f0f\u6846\u67b6\u3002<\/p>\n\n\n\n<p>OpenCV\u63d0\u4f9b\u7684\u51fd\u5f0f\u65b9\u4fbf\u6211\u5011\u63a8\u6f14\u66f4\u9032\u968e\u7684\u5f71\u50cf\u8655\u7406\u6f14\u7b97\u6cd5\uff0c\u6b64\u90e8\u4efd\u5c31\u50cfMATLAB\u7684\u529f\u7528\uff0c\u4f46\u662f\u57f7\u884c\u901f\u5ea6\u6bd4MATLAB\u5feb\u4e0a\u8a31\u591a\uff0c\u901a\u5e38\u4e5f\u6bd4\u6211\u5011\u81ea\u5df1\u7528C\/C++\u5beb\u7684\u51fd\u5f0f\u9084\u5feb\uff0c\u800c\u9664\u4e86C\/C++\u4e4b\u5916\uff0cOpenCV\u4e5f\u63d0\u4f9b\u5176\u4ed6\u7a0b\u5f0f\u8a9e\u8a00\u7684\u652f\u63f4\uff0c\u50cfJava\u6216Python\u7b49,\u53ef\u652f\u63f4\u7684\u7a0b\u5f0f\u76f8\u7576\u591a\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BD%A0%E5%8F%AF%E4%BB%A5%E6%87%89%E7%94%A8OpenCV_%E5%9C%A8%E5%93%AA%E4%BA%9B%E9%A0%98%E5%9F%9F%EF%BC%9F\"><\/span>\u4f60\u53ef\u4ee5\u61c9\u7528OpenCV \u5728\u54ea\u4e9b\u9818\u57df\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>OpenCV\uff08\u958b\u653e\u539f\u59cb\u78bc\u4e4b\u96fb\u8166\u8996\u89ba\u5316\uff09\u5305\u542b\u591a\u7a2e\u5373\u6642\u96fb\u8166\u8996\u89ba\u529f\u80fd\u7684\u51fd\u5f0f\u5eab\u3002\u56e0\u6b64\uff0cOpenCV\u5728\u5f71\u50cf\u8655\u7406\u65b9\u9762\u61c9\u7528\u975e\u5e38\u5ee3\u6cdb\uff0c\u8209\u51e1\u5373\u6642\u4eba\u81c9\u5075\u6e2c\u8b58\u5225\u3001\u7269\u9ad4\u8b58\u5225\u3001\u52d5\u4f5c\u8b58\u5225\u3001\u7269\u9ad4\u8ffd\u8e64\u3001\u52d5\u614b\u8996\u8a0a\u2026\u7b49\u6293\u53d6\u5f71\u50cf\u5f8c\u9032\u884c\u8b58\u5225\u7684\u5de5\u4f5c\uff0c\u642d\u914d\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2\u76f8\u95dc\u7684\u51fd\u5f0f\u5eab\uff0c\u4f7f\u96fb\u8166\u8996\u89ba(Computer Vision)\u8207\u4eba\u5de5\u667a\u6167(AI)\u61c9\u7528\u9010\u6f38\u666e\u904d\u4e14\u5ee3\u6cdb\u61c9\u7528\u5728\u751f\u6d3b\u4e2d\u53ca\u5de5\u4f5c\u7576\u4e2d\uff0c\u4f8b\u5982:\u6c7d\u8eca\u81ea\u52d5\u505c\u8eca\u3001\u8f14\u52a9\u99d5\u99db\u3001\u8eca\u9053\u504f\u79fb\u5075\u6e2c\u7b49\u6280\u8853\u90fd\u548c\u7269\u4ef6\u5075\u6e2c\u606f\u606f\u76f8\u95dc\u3002\u5728\u5de5\u696d\u7522\u7dda\u4e0a\u66f4\u5927\u91cf\u61c9\u7528\u6b64\u6280\u8853\u4f86\u505a\u7522\u54c1\u7455\u75b5\u6539\u826f\u7387\uff0c\u7269\u4ef6\u5075\u6e2c\u7cbe\u6e96\u5ea6\u4e00\u76f4\u662f\u5927\u5bb6\u95dc\u6ce8\u7684\u7126\u9ede\uff0c\u671f\u5f85OpenCV\u80fd\u5e36\u4f86\u4e0d\u4e00\u6a23\u7684\u8ca2\u737b\u3002<\/p>\n\n\n\n<p>OpenCV\u5e38\u898b\u61c9\u7528\u9818\u57df\u5982\u4e0b:<\/p>\n\n\n\n<p>-\u5f71\u50cf\u8655\u7406<br \/>-\u4eba\u6a5f\u4ecb\u9762(HCI)<br \/>-\u7269\u4ef6\u8fa8\u8b58<br \/>-\u5f71\u50cf\u5207\u5272<br \/>-\u4eba\u81c9\u8fa8\u8b58<br \/>-\u79fb\u52d5\u5075\u6e2c<br \/>-\u5834\u666f\u91cd\u69cb(Structure From Motion)<br \/>-\u7acb\u9ad4\u8072\u548c\u591a\u53f0\u651d\u5f71\u6a5f\u6821\u6b63\u53ca\u6df1\u5ea6\u8a08\u7b97<br \/>-\u79fb\u52d5\u6a5f\u5668\u4eba\u8996\u89ba<\/p>\n\n\n\n<p>\u60f3\u4e86\u89e3\u66f4\u591a\u7684OpenCV\u539f\u7406\u8207\u61c9\u7528\u55ce\uff1f\u53ef\u4ee5\u53c3\u8003\u4e0b\u5217\u8ab2\u7a0b\uff1a<\/p>\n\n\n\n<p>\u7dda\u4e0a\u8ab2\u7a0b\uff1a<a rel=\"noreferrer noopener\" aria-label=\"Python + OpenCV \u8f15\u9b06\u4e0a\u624b\u73a9 AI \u5f71\u50cf\u8fa8\u8b58 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\" href=\"https:\/\/bit.ly\/3C5Vi9P\" target=\"_blank\">Python + OpenCV \u8f15\u9b06\u4e0a\u624b\u73a9 AI \u5f71\u50cf\u8fa8\u8b58<\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/bit.ly\/3C5Vi9P\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-1024x576.png\" alt=\"Python + OpenCV \u8f15\u9b06\u4e0a\u624b\u73a9 AI \u5f71\u50cf\u8fa8\u8b58\" class=\"wp-image-20008\" width=\"512\" height=\"288\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-1024x576.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-300x169.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-768x432.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-1170x658.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/pythonopencv\u7dda\u4e0a\u8ab2\u5716\u5361-585x329.png 585w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><figcaption>\u7d50\u5e33\u8f38\u5165\u512a\u60e0\u78bc\u300cBLOGONLY200\u300d<br \/>\u8cfc\u8cb7Python + OpenCV \u8f15\u9b06\u4e0a\u624b\u73a9 AI \u5f71\u50cf\u8fa8\u8b58\u7dda\u4e0a\u8ab2\u7a0b\u73fe\u6298$200\uff01<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u5be6\u9ad4\u8ab2\u7a0b\uff1a<a href=\"https:\/\/bit.ly\/3D2uw3E\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9<\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/bit.ly\/3D2uw3E\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/11\/711d7218-5798-4b25-834d-e8d3fff07a3a_OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9_\u8ab2\u7a0b\u5c01\u9762_2x.png\" alt=\"OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9\" class=\"wp-image-20009\" width=\"360\" height=\"215\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/711d7218-5798-4b25-834d-e8d3fff07a3a_OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9_\u8ab2\u7a0b\u5c01\u9762_2x.png 360w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/11\/711d7218-5798-4b25-834d-e8d3fff07a3a_OpenCV\u5546\u54c1\u5f71\u50cfAI\u8fa8\u8b58\u5be6\u52d9_\u8ab2\u7a0b\u5c01\u9762_2x-300x179.png 300w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/a><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" 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