{"id":577,"date":"2023-11-06T23:21:36","date_gmt":"2023-11-06T15:21:36","guid":{"rendered":"http:\/\/ai.gitpp.com\/?p=577"},"modified":"2023-11-06T23:23:34","modified_gmt":"2023-11-06T15:23:34","slug":"%e5%9d%87%e8%a1%a1%e8%84%b8-opencv-c-python-%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"http:\/\/ai.gitpp.com\/index.php\/2023\/11\/06\/%e5%9d%87%e8%a1%a1%e8%84%b8-opencv-c-python-%e6%95%99%e7%a8%8b\/","title":{"rendered":"\u5747\u8861\u8138 OpenCV ( C++ \/ Python ) \u6559\u7a0b"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>\u5e73\u5747\u8138<\/p>\n\n\n\n<p>\u5747\u548c\u8138<\/p>\n\n\n\n<p>\u5747\u8861\u8138<\/p>\n\n\n\n<p>\u5c31\u662f\u5f88\u591a\u4eba\u7684\u8138\u5408\u6210\u4e00\u4e2a\u7efc\u5408\u7684\u8138\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average-woman-face.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average-woman-face.jpg\" alt=\"\u5973\u4eba\u7684\u5e73\u5747\u8138\" class=\"wp-image-2197\" title=\"\u5e73\u5747\u5973\u6027\u8138 \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 1\uff1a\u8ba1\u7b97\u751f\u6210\u7684\u5e73\u5747\u8138<\/figcaption><\/figure>\n\n\n\n<p>\u5728\u672c\u6559\u7a0b\u4e2d\uff0c\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 OpenCV (C++\/Python) \u521b\u5efa\u5e73\u5747\u8138\u3002<\/p>\n\n\n\n<p>\u5927\u591a\u6570\u4eba\u90fd\u4f1a\u8ba4\u4e3a\u56fe 1 \u4e2d\u7684\u5973\u4eba\u5f88\u6f02\u4eae\u3002\u4f60\u80fd\u731c\u51fa\u5979\u7684\u79cd\u65cf\u5417\uff1f\u4e3a\u4ec0\u4e48\u5979\u7684\u76ae\u80a4\u5b8c\u7f8e\u65e0\u7455\uff1f\u597d\u5427\uff0c\u5979\u4e0d\u662f\u771f\u5b9e\u7684\u3002\u5979\u4e5f\u4e0d\u662f\u5b8c\u5168\u865a\u62df\u7684\u3002\u5979\u7684\u8138\u662f 2011 \u5e74\u5de6\u53f3\u5728\u6211\u7684\u516c\u53f8 Sight Commerce Inc. \u5de5\u4f5c\u7684\u6240\u6709\u5973\u6027\u5458\u5de5\u7684\u5e73\u5747\u8138\u3002\u5f88\u96be\u786e\u5b9a\u5979\u7684\u79cd\u65cf\uff0c\u56e0\u4e3a\u7531\u4e8e\u6211\u4eec\u51fa\u8272\u7684\u591a\u5143\u5316\u8bb0\u5f55\uff0c\u5979\u4e00\u534a\u662f\u767d\u4eba\uff0c\u4e00\u534a\u662f\u897f\u73ed\u7259\u88d4\uff0c\u4e00\u534a\u662f\u767d\u4eba\u3002\u4e9a\u6d32\u8840\u7edf\u548c\u5370\u5ea6\u8840\u7edf\uff01<\/p>\n\n\n\n<p>\u4eba\u8138\u5e73\u5747\u7684\u5386\u53f2\u975e\u5e38\u6709\u8da3\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u5207\u90fd\u59cb\u4e8e\u5f17\u6717\u897f\u65af\u00b7\u9ad8\u5c14\u987f\uff08\u67e5\u5c14\u65af\u00b7\u8fbe\u5c14\u6587\u7684\u8868\u5f1f\uff09\uff0c\u65e9\u5728 1878 \u5e74\uff0c\u4ed6\u5c31\u53d1\u660e\u4e86\u4e00\u79cd\u901a\u8fc7\u5bf9\u9f50\u773c\u775b\u6765\u5408\u6210\u8138\u90e8\u7684\u65b0\u6444\u5f71\u6280\u672f\u3002\u4ed6\u8ba4\u4e3a\uff0c\u901a\u8fc7\u5bf9\u7f6a\u72af\u7684\u9762\u90e8\u8fdb\u884c\u5e73\u5747\uff0c\u4ed6\u53ef\u4ee5\u521b\u5efa\u5178\u578b\u7684\u72af\u7f6a\u9762\u90e8\uff0c\u8fd9\u53cd\u8fc7\u6765\u53c8\u6709\u52a9\u4e8e\u6839\u636e\u67d0\u4eba\u7684\u9762\u90e8\u7279\u5f81\u9884\u6d4b\u5176\u662f\u5426\u662f\u7f6a\u72af\u3002\u7ed3\u679c\u8bc1\u660e\u4ed6\u7684\u5047\u8bbe\u662f\u9519\u8bef\u7684\u3002\u4f60\u65e0\u6cd5\u901a\u8fc7\u770b\u4e00\u4e2a\u4eba\u7684\u7167\u7247\u6765\u5224\u65ad\u4ed6\u662f\u5426\u662f\u7f6a\u72af\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u4ed6\u6307\u51fa\uff0c\u5e73\u5747\u9762\u5b54\u603b\u662f\u6bd4\u5e73\u5747\u9762\u5b54\u66f4\u6709\u5438\u5f15\u529b\u3002<\/p>\n\n\n\n<p>20 \u4e16\u7eaa 90 \u5e74\u4ee3\u7684\u51e0\u4f4d\u7814\u7a76\u4eba\u5458\u8868\u660e\uff0c\u4eba\u4eec\u53d1\u73b0\u5e73\u5747\u9762\u90e8\u6bd4\u4e2a\u4eba\u9762\u90e8\u66f4\u6709\u5438\u5f15\u529b\u3002\u5728\u4e00\u9879<a href=\"http:\/\/www.uni-regensburg.de\/Fakultaeten\/phil_Fak_II\/Psychologie\/Psy_II\/beautycheck\/english\/missgermany\/missgermany.htm\" target=\"_blank\" rel=\"noreferrer noopener\">\u6709\u8da3\u7684\u5b9e\u9a8c<\/a>\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5bf9 22 \u540d 2002 \u5e74\u5fb7\u56fd\u5c0f\u59d0\u51b3\u8d5b\u5165\u56f4\u8005\u7684\u9762\u5b54\u8fdb\u884c\u4e86\u5e73\u5747\u3002\u4eba\u4eec\u8ba4\u4e3a\u5e73\u5747\u9762\u5b54\u6bd4 22 \u540d\u53c2\u8d5b\u8005\u4e2d\u7684\u6bcf\u4e00\u4f4d\u90fd\u66f4\u5177\u5438\u5f15\u529b\uff0c\u5176\u4e2d\u5305\u62ec\u8d62\u5f97\u6bd4\u8d5b\u7684\u67cf\u6797\u5c0f\u59d0\u3002\u54ce\u54df!&nbsp;\u539f\u6765\u6770\u897f\u5361\u963f\u5c14\u82ad\u7684\u8138\u4e4b\u6240\u4ee5\u5438\u5f15\u4eba\uff0c\u6b63\u662f\u56e0\u4e3a\u5979\u7684\u8138\u63a5\u8fd1\u5e73\u5747\u6c34\u5e73\uff01<\/p>\n\n\n\n<p>\u6839\u636e\u5b9a\u4e49\uff0c\u5e73\u5747\u503c\u4e0d\u5e94\u8be5\u662f\u5e73\u5eb8\u7684\u5417\uff1f\u4e3a\u4ec0\u4e48\u6211\u4eec\u89c9\u5f97\u666e\u901a\u7684\u8138\u5f88\u6709\u5438\u5f15\u529b\uff1f\u6839\u636e\u4e00\u79cd\u540d\u4e3a\u201c\u604b\u5076\u7656\u201d\u7684\u8fdb\u5316\u5047\u8bf4\uff0c\u6709\u6027\u7e41\u6b96\u7684\u52a8\u7269\u4f1a\u5bfb\u627e\u5177\u6709\u5e73\u5747\u7279\u5f81\u7684\u4f34\u4fa3\uff0c\u56e0\u4e3a\u4e0e\u5e73\u5747\u7279\u5f81\u7684\u504f\u5dee\u53ef\u80fd\u8868\u660e\u4e0d\u5229\u7684\u7a81\u53d8\u3002\u5e73\u5747\u8138\u4e5f\u662f\u5bf9\u79f0\u7684\uff0c\u56e0\u4e3a\u8138\u7684\u5de6\u4fa7\u548c\u53f3\u4fa7\u7684\u53d8\u5316\u88ab\u5e73\u5747\u5316\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528 OpenCV \u521b\u5efa\u5e73\u5747\u8138\uff1f<\/h2>\n\n\n\n<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u4e00\u7cfb\u5217\u5185\u5bb9\u7684\u4e00\u90e8\u5206\uff0c\u5176\u4e2d\u5305\u62ec<a href=\"https:\/\/learnopencv.com\/facial-landmark-detection\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9762\u90e8\u6807\u5fd7\u68c0\u6d4b<\/a>\u3001<a href=\"https:\/\/learnopencv.com\/delaunay-triangulation-and-voronoi-diagram-using-opencv-c-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">Delaunay \u4e09\u89d2\u6d4b\u91cf<\/a>\u3001<a href=\"https:\/\/learnopencv.com\/face-morph-using-opencv-cpp-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9762\u90e8\u53d8\u5f62<\/a>\u548c<a href=\"https:\/\/learnopencv.com\/face-swap-using-opencv-c-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9762\u90e8\u4ea4\u6362<\/a>\u3002\u6211\u4eec\u4ee5\u4e4b\u524d\u7684\u6587\u7ae0\u4e2d\u4ecb\u7ecd\u7684\u4e00\u4e9b\u6982\u5ff5\u4e3a\u57fa\u7840\u3002\u4e8b\u5b9e\u4e0a\uff0c\u9762\u90e8\u5e73\u5747\u5728\u7406\u8bba\u4e0a\u4e0e\u9762\u90e8\u53d8\u5f62\u6ca1\u6709\u4ec0\u4e48\u4e0d\u540c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average-president.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average-president-1024x673.jpg\" alt=\"\u603b\u7edf\u7684\u5e73\u5747\u8138\" class=\"wp-image-2203\" title=\"\u5e73\u5747\u603b\u88c1 \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 2\uff1a\u7f8e\u56fd\u603b\u7edf\u7684\u5e73\u5747\u9762\u5b54\uff1a\u5361\u7279\u5230\u5965\u5df4\u9a6c\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u4e0b\u9762\u63cf\u8ff0\u7ed9\u5b9a\u4e00\u7ec4\u9762\u90e8\u56fe\u50cf\u751f\u6210\u5e73\u5747\u9762\u90e8\u7684\u6b65\u9aa4\u3002\u6211\u4eec\u4e0d\u5bf9\u56fe\u50cf\u7684\u5927\u5c0f\u6216\u56fe\u50cf\u4e2d\u9762\u90e8\u7684\u5927\u5c0f\u505a\u51fa\u4efb\u4f55\u5047\u8bbe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa41\uff1a\u9762\u90e8\u7279\u5f81\u68c0\u6d4b<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/obama-landmarks.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/obama-landmarks.jpg\" alt=\"\u9762\u90e8\u6807\u5fd7\u68c0\u6d4b\" class=\"wp-image-2210\" title=\"\u2013 \u5b66\u4e60OpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 3\uff1a\u9762\u90e8\u7279\u5f81\u68c0\u6d4b\u793a\u4f8b\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u5bf9\u4e8e\u6bcf\u5f20\u9762\u90e8\u56fe\u50cf\uff0c\u6211\u4eec\u4f7f\u7528 dlib \u8ba1\u7b97 68 \u4e2a\u9762\u90e8\u6807\u5fd7\u3002<a href=\"https:\/\/learnopencv.com\/facial-landmark-detection\/\">\u6709\u5173\u5b89\u88c5\u548c\u4f7f\u7528 dlib \u7684\u8be6\u7ec6\u4fe1\u606f\u53ef\u4ee5\u5728\u6211\u5173\u4e8e\u9762\u90e8\u7279\u5f81\u68c0\u6d4b\u7684<\/a>\u5e16\u5b50\u4e2d\u627e\u5230\u3002\u5de6\u56fe\u663e\u793a\u4e8668\u4e2a\u5730\u6807\u70b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e8c\u6b65\uff1a\u5750\u6807\u53d8\u6362<\/h3>\n\n\n\n<p>\u8f93\u5165\u7684\u9762\u90e8\u56fe\u50cf\u7684\u5c3a\u5bf8\u53ef\u80fd\u975e\u5e38\u4e0d\u540c\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u4e00\u79cd\u65b9\u6cd5\u6765\u89c4\u8303\u5316\u9762\u90e8\u5e76\u5c06\u5b83\u4eec\u5e26\u5230\u76f8\u540c\u7684\u53c2\u8003\u7cfb\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u5c06\u9762\u90e8\u626d\u66f2\u4e3a 600\u00d7600 \u56fe\u50cf\uff0c\u4f7f\u5f97\u5de6\u773c\u7684\u5de6\u773c\u89d2\u4f4d\u4e8e\u50cf\u7d20\u4f4d\u7f6e ( 180, 200 )\uff0c\u53f3\u773c\u7684\u53f3\u773c\u89d2\u4f4d\u4e8e\u50cf\u7d20\u4f4d\u7f6e ( 420, 200 )\u3002\u6211\u4eec\u5c06\u8be5\u5750\u6807\u7cfb\u79f0\u4e3a<strong>\u8f93\u51fa\u5750\u6807\u7cfb&nbsp;<\/strong>\uff0c\u5c06\u539f\u59cb\u56fe\u50cf\u7684\u5750\u6807\u79f0\u4e3a<strong>\u8f93\u5165\u5750\u6807\u7cfb<\/strong>\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u51e0\u70b9\u662f\u5982\u4f55\u9009\u62e9\u7684\uff1f\u6211\u60f3\u786e\u4fdd\u8fd9\u4e9b\u70b9\u4f4d\u4e8e\u6c34\u5e73\u7ebf\u4e0a\uff0c\u5e76\u4e14\u8138\u90e8\u7684\u4e2d\u5fc3\u4f4d\u7f6e\u8ddd\u56fe\u50cf\u9876\u90e8\u5927\u7ea6\u4e09\u5206\u4e4b\u4e00\u7684\u9ad8\u5ea6\u3002\u6240\u4ee5\u6211\u9009\u62e9\u773c\u89d2\u4f4d\u4e8e ( 0.3 x width, height \/ 3 ) \u548c ( 0.7 x width, height \/ 3 )\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u77e5\u9053\u539f\u59cb\u56fe\u50cf\u4e2d\u773c\u89d2\u7684\u4f4d\u7f6e\uff1b\u5b83\u4eec\u5206\u522b\u662f\u5730\u6807 36 \u548c 45\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba1\u7b97\u76f8\u4f3c\u53d8\u6362\uff08\u65cb\u8f6c\u3001\u5e73\u79fb\u548c\u7f29\u653e\uff09\uff0c\u5c06\u70b9\u4ece<strong>\u8f93\u5165\u5750\u6807\u7cfb<\/strong>\u53d8\u6362\u5230<strong>\u8f93\u51fa\u5750\u6807\u7cfb<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/similarity-transform-example.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/similarity-transform-example-1024x632.jpg\" alt=\"\u76f8\u4f3c\u5ea6\u53d8\u6362\u793a\u4f8b\" class=\"wp-image-2252\" title=\"\u76f8\u4f3c\u6027\u53d8\u6362\u793a\u4f8b \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 4\uff1a\u76f8\u4f3c\u53d8\u6362\u7528\u4e8e\u5c06\u5c3a\u5bf8\u4e3a 3000\u00d72300 \u7684\u8f93\u5165\u56fe\u50cf\u8f6c\u6362\u4e3a\u5c3a\u5bf8\u4e3a 600\u00d7600 \u7684\u8f93\u51fa\u56fe\u50cf\u5750\u6807\u3002<\/figcaption><\/figure>\n\n\n\n<p><strong>\u4ec0\u4e48\u662f\u76f8\u4f3c\u53d8\u6362\uff1f<\/strong>\u76f8\u4f3c\u53d8\u6362\u662f\u4e00\u4e2a 2\u00d73 \u77e9\u9635\uff0c\u53ef\u7528\u4e8e\u53d8\u6362\u70b9\u7684\u4f4d\u7f6e<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\uff08x\uff0cy\uff09\" height=\"22\" width=\"46\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-4444f90be70b34b8d49f1903119eb643_l3.png\">\u6216\u6574\u4e2a\u56fe\u50cf\u3002\u8be5\u77e9\u9635\u7684\u524d\u4e24\u5217\u7f16\u7801\u65cb\u8f6c\u548c\u7f29\u653e\uff0c\u6700\u540e\u4e00\u5217\u7f16\u7801\u5e73\u79fb\uff08\u5373\u79fb\u4f4d\uff09\u3002\u5047\u8bbe\u60a8\u60f3\u8981\u53d8\u6362\uff08\u79fb\u52a8\uff09\u6b63\u65b9\u5f62\u7684\u56db\u4e2a\u89d2\uff0c\u4ee5\u4fbf\u6b63\u65b9\u5f62\u5728 x \u548c y \u65b9\u5411\u4e0a\u7f29\u653e<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"s_x\" height=\"12\" width=\"18\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-f01ea9d3d8a4ec22b86f94abdb840a1f_l3.png\">\u548c<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"s_y\" height=\"15\" width=\"18\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-39e1df8b77d2bacac8e1b014d51b7f97_l3.png\">\u5206\u522b\u3002\u540c\u65f6\u65cb\u8f6c\u4e00\u4e2a\u89d2\u5ea6<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\u03b8\" height=\"15\" width=\"10\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-d568696754056bac72429f6fc9bded70_l3.png\">\uff0c\u5e76\u7ffb\u8bd1\uff08\u79fb\u52a8\uff09\u4e3a<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"t_x\" height=\"16\" width=\"17\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-63d2164c91e8b5f89122b9112bbf773b_l3.png\">\u548c<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"t_y\" height=\"19\" width=\"17\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-9f8cd454af1ccbba636b317ac66f2a3a_l3.png\">\u5728 x \u548c y \u65b9\u5411\u4e0a\u3002\u5176\u76f8\u4f3c\u53d8\u6362\u53ef\u4ee5\u5199\u4e3a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-b6e614b5448854f2c83abcb6e5786774_l3.png\" alt=\"\\[S=\\begin{bmatrix}s_x \\cos(\\theta) &amp; \\sin(\\theta) &amp; t_x \\\\-\\sin(\\theta) &amp; s_y \\cos(\\theta) &amp; t_y\\end{bmatrix}\\ ]\" \/><\/figure>\n\n\n\n<p>\u7ed9\u5b9a\u4e00\u70b9<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"(x,y)\" height=\"22\" width=\"46\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-36258a02c2f22e4b2d5cb9f61d9b29e0_l3.png\">\uff0c\u4e0a\u8ff0\u76f8\u4f3c\u53d8\u6362\uff0c\u5c06\u5176\u79fb\u52a8\u5230\u70b9<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\uff08x_t\uff0cy_t\uff09\" height=\"22\" width=\"59\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-33eb0f5fb0c9c2570d89a91c139b445d_l3.png\">\u4f7f\u7528\u4e0b\u9762\u7ed9\u51fa\u7684\u7b49\u5f0f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/ql-cache\/quicklatex.com-46b93d3572bf6977c11de5e8d3da253d_l3.png\" alt=\"\\[\\begin{bmatrix}x_t \\\\y_t\\end{bmatrix}=\\begin{bmatrix}s_x \\cos(\\theta) &amp; \\sin(\\theta) \\\\-\\sin(\\theta) &amp; s_y \\cos( \\theta)\\end{bmatrix}\\begin{bmatrix}x \\\\y\\end{bmatrix}+\\begin{bmatrix}t_x \\\\t_y\\end{bmatrix}\\]\" \/><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u627e\u5230\u5c06\u70b9\u4ece<strong>\u8f93\u5165\u56fe\u50cf\u5750\u6807<\/strong>\u53d8\u6362\u5230<strong>\u8f93\u51fa\u56fe\u50cf\u5750\u6807\u7684<\/strong>\u76f8\u4f3c\u53d8\u6362\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>estimateRigidTransform<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">C++<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>1234<\/td><td><code>\/\/ inPts and outPts are Vectors of points.<\/code><code>\/\/ The last parameter indicates we do not want a similarity<\/code><code>\/\/ transform and not a full affine transform. <\/code><code>cv::estimateRigidTransform(inPts, outPts, <\/code><code>false<\/code><code>);<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Python<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>1234<\/td><td><code># inPts and outPts are numpy arrays of tuples<\/code><code># The last parameter indicates we do not want a similarity<\/code><code># transform and not a full affine transform. <\/code><code>cv2.estimateRigidTransform(inPts, outPts, <\/code><code>False<\/code><code>);<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0d\u8fc7\u6709\u4e00\u4e2a\u5c0f\u95ee\u9898\u3002OpenCV \u8981\u6c42\u60a8\u63d0\u4f9b\u81f3\u5c11 3 \u4e2a\u70b9\u5bf9\u3002\u8fd9\u662f\u611a\u8822\u7684\uff0c\u56e0\u4e3a\u60a8\u53ef\u4ee5\u4ec5\u4f7f\u7528\u4e24\u4e2a\u70b9\u6765\u8ba1\u7b97\u76f8\u4f3c\u53d8\u6362\u3002\u597d\u6d88\u606f\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u7b80\u5355\u5730\u60f3\u8c61\u7b2c\u4e09\u4e2a\u70b9\uff0c\u4f7f\u5176\u4e0e\u4e24\u4e2a\u5df2\u77e5\u70b9\u5f62\u6210\u4e00\u4e2a\u7b49\u8fb9\u4e09\u89d2\u5f62\uff0c\u7136\u540e\u4f7f\u7528<strong>estimateRigidTransform<\/strong>\uff0c\u5c31\u597d\u50cf\u6211\u4eec\u6709\u4e09\u4e2a\u70b9\u5bf9\u4e00\u6837\u3002<\/p>\n\n\n\n<p>\u4e00\u65e6\u8ba1\u7b97\u51fa\u76f8\u4f3c\u53d8\u6362\uff0c\u5b83\u5c31\u53ef\u4ee5\u7528\u4e8e\u5c06\u8f93\u5165\u56fe\u50cf\u548c\u5730\u6807\u53d8\u6362\u5230\u8f93\u51fa\u5750\u6807\u3002\u56fe\u50cf\u4f7f\u7528<strong>warpAffine<\/strong>\u8fdb\u884c\u53d8\u6362\uff0c\u70b9\u4f7f\u7528<strong>Transform<\/strong>\u8fdb\u884c\u53d8\u6362\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 3 \u6b65\uff1a\u9762\u90e8\u5bf9\u9f50<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/simple_face_average.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/simple_face_average-300x300.jpg\" alt=\"\u5929\u771f\u7684\u8138\u5e73\u5747\" class=\"wp-image-2241\" title=\"simple_face_average \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 5\uff1a\u6734\u7d20\u9762\u90e8\u5e73\u5747\u7684\u7ed3\u679c<\/figcaption><\/figure>\n\n\n\n<p>\u5728\u4e0a\u4e00\u6b65\u4e2d\uff0c\u6211\u4eec\u80fd\u591f\u5c06\u6240\u6709\u56fe\u50cf\u548c\u5730\u6807\u8f6c\u6362\u4e3a\u8f93\u51fa\u56fe\u50cf\u5750\u6807\u3002\u73b0\u5728\u6240\u6709\u56fe\u50cf\u7684\u5927\u5c0f\u76f8\u540c\uff0c\u5e76\u4e14\u4e24\u4e2a\u773c\u89d2\u5bf9\u9f50\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u5bf9\u9f50\u56fe\u50cf\u7684\u50cf\u7d20\u503c\u8fdb\u884c\u5e73\u5747\u6765\u83b7\u5f97\u5e73\u5747\u56fe\u50cf\u53ef\u80fd\u5f88\u8bf1\u4eba\u3002\u4f46\u662f\uff0c\u5982\u679c\u60a8\u8fd9\u6837\u505a\uff0c\u60a8\u6700\u7ec8\u4f1a\u5f97\u5230\u5de6\u4fa7\u663e\u793a\u7684\u56fe\u50cf\u3002\u5f53\u7136\uff0c\u773c\u775b\u662f\u5bf9\u9f50\u7684\uff0c\u4f46\u5176\u4ed6\u9762\u90e8\u7279\u5f81\u662f\u9519\u4f4d\u7684\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u662f\u672c\u535a\u5ba2\u7684\u5e38\u5ba2\uff0c\u60a8\u53ef\u80fd\u77e5\u9053\u6211\u4eec\u63a5\u4e0b\u6765\u8981\u4f7f\u7528\u7684\u4f7f\u9762\u90e8\u7279\u5f81\u5bf9\u9f50\u7684\u6280\u5de7\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u6211\u4eec\u77e5\u9053\u4e00\u4e2a\u8f93\u5165\u56fe\u50cf\u4e2d\u7684\u54ea\u4e2a\u70b9\u5bf9\u5e94\u4e8e\u53e6\u4e00\u4e2a\u8f93\u5165\u56fe\u50cf\u4e2d\u7684\u54ea\u4e2a\u70b9\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u7f8e\u5bf9\u9f50\u4e24\u4e2a\u56fe\u50cf\u3002\u4f46\u662f\uff0c\u6211\u4eec\u6ca1\u6709\u8fd9\u4e9b\u4fe1\u606f\u3002\u6211\u4eec\u53ea\u77e5\u9053\u8f93\u5165\u56fe\u50cf\u4e2d 68 \u4e2a\u5bf9\u5e94\u70b9\u7684\u4f4d\u7f6e\u3002\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9 68 \u4e2a\u70b9\u5c06\u56fe\u50cf\u5212\u5206\u4e3a\u4e09\u89d2\u5f62\u533a\u57df\u3002\u5e76\u5728\u5e73\u5747\u50cf\u7d20\u503c\u4e4b\u524d\u5bf9\u9f50\u8fd9\u4e9b\u533a\u57df\u3002<\/p>\n\n\n\n<p>\u60a8\u5c06\u4ece\u9605\u8bfb\u6211\u5173\u4e8e<a href=\"https:\/\/learnopencv.com\/face-morph-using-opencv-cpp-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9762\u90e8\u53d8\u5f62\u7684<\/a>\u6587\u7ae0\u4e2d\u53d7\u76ca\uff0c\u4e86\u89e3\u6709\u5173\u6b64\u5bf9\u9f50\u8fc7\u7a0b\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u3002\u4e0b\u9762\u662f\u4e0d\u592a\u8be6\u7ec6\u7684\u63cf\u8ff0\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8ba1\u7b97\u5e73\u5747\u9762\u70b9<\/h4>\n\n\n\n<p>\u4e3a\u4e86\u8ba1\u7b97\u7279\u5f81\u5bf9\u9f50\u7684\u5e73\u5747\u9762\u90e8\uff0c\u6211\u4eec\u9996\u5148\u9700\u8981\u8ba1\u7b97\u8f93\u51fa\u56fe\u50cf\u5750\u6807\u4e2d\u6240\u6709\u53d8\u6362\u540e\u7684\u5730\u6807\u7684\u5e73\u5747\u503c\u3002<strong>\u8fd9\u662f\u901a\u8fc7\u7b80\u5355\u5730\u5e73\u5747\u8f93\u51fa\u56fe\u50cf\u5750\u6807<\/strong>\u4e2d\u7684\u5730\u6807\u7684 x \u548c y \u503c\u6765\u5b8c\u6210\u7684\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8ba1\u7b97 Delaunay \u4e09\u89d2\u5256\u5206<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/delaunay-triangulation.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/delaunay-triangulation-300x300.jpg\" alt=\"Delaunay \u4e09\u89d2\u6d4b\u91cf\u793a\u4f8b\" class=\"wp-image-2247\" title=\"delaunay \u4e09\u89d2\u6d4b\u91cf \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 6\uff1a\u5e73\u5747\u5730\u6807\u70b9\u7684 Delaunay \u4e09\u89d2\u6d4b\u91cf\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u5728\u4e0a\u4e00\u6b65\u4e2d\uff0c\u6211\u4eec\u83b7\u5f97\u4e86\u8f93\u51fa\u56fe\u50cf\u5750\u6807\u4e2d\u5e73\u5747\u4eba\u8138\u7684\u6807\u5fd7\u4f4d\u7f6e\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u8fd9 68 \u4e2a\u70b9\uff08\u56fe 6 \u4e2d\u7684\u84dd\u8272\u90e8\u5206\uff09\u548c\u8f93\u51fa\u56fe\u50cf\u8fb9\u754c\u4e0a\u7684 8 \u4e2a\u70b9\uff08\u7eff\u8272\u90e8\u5206\uff09\u6765\u8ba1\u7b97 Delaunay \u4e09\u89d2\u5256\u5206<a href=\"https:\/\/learnopencv.com\/delaunay-triangulation-and-voronoi-diagram-using-opencv-c-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">\uff08<\/a>\u7ea2\u8272\u90e8\u5206\uff09\u3002\u6709\u5173 Delaunay \u4e09\u89d2\u6d4b\u91cf\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u89c1<a href=\"https:\/\/learnopencv.com\/delaunay-triangulation-and-voronoi-diagram-using-opencv-c-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6b64\u5904<\/a>\u3002<\/p>\n\n\n\n<p>Delaunay \u4e09\u89d2\u5256\u5206\u5141\u8bb8\u6211\u4eec\u5c06\u56fe\u50cf\u5206\u89e3\u4e3a\u4e09\u89d2\u5f62\u3002Delaunay \u4e09\u89d2\u5256\u5206\u7684\u7ed3\u679c\u662f\u7531 76 \u4e2a\u70b9\uff0868 \u4e2a\u9762\u70b9 + 8 \u4e2a\u8fb9\u754c\u70b9\uff09\u6570\u7ec4\u4e2d\u7684\u70b9\u7d22\u5f15\u8868\u793a\u7684\u4e09\u89d2\u5f62\u5217\u8868\u3002\u5728\u4e0b\u9762\u9ec4\u8272\u6846\u4e2d\u663e\u793a\u7684\u4e09\u89d2\u6d4b\u91cf\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u770b\u5230\u5730\u6807 62\u300168 \u548c 60 \u5f62\u6210\u4e00\u4e2a\u4e09\u89d2\u5f62\uff0c32\u300150 \u548c 49 \u5f62\u6210\u53e6\u4e00\u4e2a\u4e09\u89d2\u5f62\uff0c\u4f9d\u6b64\u7c7b\u63a8\u3002\u4e09\u89d2\u6d4b\u91cf\u793a\u4f8b[62 68 6032 50 4915 16 729 8 5853 35 36\u2026 ]<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u626d\u66f2\u4e09\u89d2\u5f62<\/h4>\n\n\n\n<p>\u5728\u4e0a\u4e00\u6b65\u4e2d\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86\u9762\u90e8\u6807\u5fd7\u7684\u5e73\u5747\u4f4d\u7f6e\uff0c\u5e76\u4f7f\u7528\u8fd9\u4e9b\u4f4d\u7f6e\u6765\u8ba1\u7b97 Delaunay \u4e09\u89d2\u5256\u5206\uff0c\u4ee5\u5c06\u56fe\u50cf\u5212\u5206\u4e3a\u4e09\u89d2\u5f62\u3002\u5728\u56fe 7 \u4e2d\uff0c\u5de6\u56fe\u663e\u793a\u4e86\u53d8\u6362\u540e\u7684\u8f93\u5165\u56fe\u50cf\u4e0a\u7684 Delaunay \u4e09\u89d2\u5f62\uff0c\u4e2d\u95f4\u7684\u56fe\u50cf\u663e\u793a\u4e86\u5e73\u5747\u5730\u6807\u4e0a\u7684\u4e09\u89d2\u6d4b\u91cf\u3002\u8bf7\u6ce8\u610f\uff0c\u5de6\u56fe\u4e2d\u7684\u4e09\u89d2\u5f62 1 \u5bf9\u5e94\u4e8e\u4e2d\u56fe\u4e2d\u7684\u4e09\u89d2\u5f62 1\u3002\u5de6\u56fe\u4e2d\u4e09\u89d2\u5f621\u7684\u4e09\u4e2a\u9876\u70b9\u548c\u4e2d\u56fe\u4e2d\u5bf9\u5e94\u7684\u9876\u70b9\u53ef\u7528\u4e8e\u8ba1\u7b97\u4eff\u5c04\u53d8\u6362\u3002\u8be5\u4eff\u5c04\u53d8\u6362\u53ef\u7528\u4e8e\u5c06\u5de6\u56fe\u50cf\u4e2d\u4e09\u89d2\u5f62 1 \u5185\u7684\u6240\u6709\u50cf\u7d20\u53d8\u6362\u4e3a\u4e2d\u56fe\u50cf\u4e2d\u7684\u4e09\u89d2\u5f62 1\u3002\u5f53\u5bf9\u5de6\u56fe\u50cf\u4e2d\u7684\u6bcf\u4e2a\u4e09\u89d2\u5f62\u91cd\u590d\u6b64\u8fc7\u7a0b\u65f6\uff0c\u4f1a\u4ea7\u751f\u53f3\u56fe\u50cf\u3002\u53f3\u56fe\u53ea\u662f\u5de6\u56fe\u53d8\u5f62\u4e3a\u666e\u901a\u8138\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/image-warping-based-on-delaunay-triangulation.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/image-warping-based-on-delaunay-triangulation-1024x341.jpg\" alt=\"\u57fa\u4e8e Delaunay \u4e09\u89d2\u6d4b\u91cf\u7684\u56fe\u50cf\u626d\u66f2\" class=\"wp-image-2262\" title=\"\u2013 \u5b66\u4e60OpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 7\uff1a\u57fa\u4e8e Delaunay \u4e09\u89d2\u6d4b\u91cf\u7684\u56fe\u50cf\u53d8\u5f62\u3002<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 4 \u6b65\uff1a\u8138\u90e8\u5e73\u5747<\/h3>\n\n\n\n<p>\u4e0a\u4e00\u6b65\u5e94\u7528\u4e8e\u6240\u6709\u8f93\u5165\u56fe\u50cf\u65f6\uff0c\u4f1a\u4e3a\u6211\u4eec\u63d0\u4f9b\u6b63\u786e\u626d\u66f2\u5230\u5e73\u5747\u56fe\u50cf\u5730\u6807\u5750\u6807\u7684\u56fe\u50cf\u3002\u8981\u8ba1\u7b97\u5e73\u5747\u56fe\u50cf\uff0c\u6211\u4eec\u53ef\u4ee5\u7b80\u5355\u5730\u5c06\u6240\u6709\u626d\u66f2\u56fe\u50cf\u7684\u50cf\u7d20\u5f3a\u5ea6\u76f8\u52a0\uff0c\u7136\u540e\u9664\u4ee5\u56fe\u50cf\u6570\u91cf\u3002\u56fe 2 \u663e\u793a\u4e86\u8be5\u5e73\u5747\u7684\u7ed3\u679c\u3002\u5b83\u770b\u8d77\u6765\u6bd4\u6211\u4eec\u5728\u56fe 5 \u4e2d\u83b7\u5f97\u7684\u5e73\u5747\u503c\u8981\u597d\u5f97\u591a\u3002<\/p>\n\n\n\n<p>\u60a8\u8ba4\u4e3a\u4e00\u822c\u603b\u7edf\u7684\u957f\u76f8\u5982\u4f55\uff1f\u5f88\u60f3\u542c\u542c\u60a8\u7684\u56de\u5e94\u3002\u5728\u6211\u770b\u6765\uff0c\u4ed6\u770b\u8d77\u6765\u6148\u7236\u822c\u3001\u6148\u7965\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8138\u90e8\u5e73\u5747\u7ed3\u679c<\/h2>\n\n\n\n<p>\u4e00\u4e2a\u6210\u529f\u7684\u7537\u6027\u79d1\u6280\u4f01\u4e1a\u5bb6\u7684\u5e73\u5747\u9762\u8c8c\u662f\u600e\u6837\u7684\uff1f\u4e0b\u56fe 8 \u663e\u793a\u4e86\u9a6c\u514b\u00b7\u624e\u514b\u4f2f\u683c\u3001\u62c9\u91cc\u00b7\u4f69\u5947\u3001\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u548c\u6770\u592b\u00b7\u8d1d\u4f50\u65af\u7684\u5e73\u5747\u9762\u5b54\u3002\u5bf9\u4e8e\u8fd9\u4f4d\u666e\u901a\u7684\u4f01\u4e1a\u5bb6\uff0c\u6211\u627e\u4e0d\u5230\u4efb\u4f55\u503c\u5f97\u6ce8\u610f\u7684\u5730\u65b9\uff0c\u9664\u4e86\u5c3d\u7ba1\u6770\u592b\u00b7\u8d1d\u4f50\u65af\u8bd5\u56fe\u538b\u4f4e\u5e73\u5747\u6c34\u5e73\uff0c\u4f46\u4ed6\u4ecd\u7136\u5269\u4e0b\u4e00\u4e9b\u5934\u53d1\u3002<\/p>\n\n\n\n<p>\u5965\u65af\u5361\u6700\u4f73\u5973\u4e3b\u89d2\u5f97\u4e3b\u7684\u5e73\u5747\u957f\u76f8\u5982\u4f55\uff1f\u4e0b\u56fe 9 \u663e\u793a\u4e86\u5e03\u4e3d\u00b7\u62c9\u5c14\u68ee\u3001\u6731\u4e3d\u5b89\u00b7\u6469\u5c14\u3001\u51ef\u7279\u00b7\u5e03\u5170\u5207\u7279\u548c\u8a79\u59ae\u5f17\u00b7\u52b3\u4f26\u65af\u7684\u5e73\u5747\u9762\u5b54\u3002\u4e00\u822c\u7684\u597d\u5973\u6f14\u5458\u770b\u8d77\u6765\u90fd\u5f88\u6709\u9b45\u529b\uff01\u5979\u7684\u7259\u9f7f\u4e5f\u6bd4\u4e00\u822c\u4f01\u4e1a\u5bb6\u597d\u3002\u8fd9\u91cc\u6ca1\u6709\u60ca\u559c\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average_entrepreneur.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/average_entrepreneur.jpg\" alt=\"\u9a6c\u514b\u00b7\u624e\u514b\u4f2f\u683c\u3001\u62c9\u91cc\u00b7\u4f69\u5947\u3001\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u548c\u6770\u592b\u00b7\u8d1d\u4f50\u65af\u7684\u9762\u90e8\u5e73\u5747\u6c34\u5e73\" class=\"wp-image-2284\" title=\"Average_entrepreneur \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 8 \u2013<strong>\u9a6c\u514b\u00b7\u624e\u514b\u4f2f\u683c\u3001\u62c9\u91cc\u00b7\u4f69\u5947\u3001\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u548c\u6770\u592b\u00b7\u8d1d\u4f50\u65af\u7684\u9762\u90e8\u5e73\u5747\u6c34\u5e73<\/strong><\/figcaption><\/figure>\n\n\n\n<p>\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u5bf9\u8138\u90e8\u53ca\u5176\u955c\u9762\u53cd\u5c04\u8fdb\u884c\u5e73\u5747\u6765\u5236\u4f5c\u5bf9\u79f0\u8138\u90e8\u3002\u4e00\u4e2a\u4f8b\u5b50\u5982\u4e0b\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/symmetric-obama.jpg\"><img decoding=\"async\" src=\"https:\/\/learnopencv.com\/wp-content\/uploads\/2016\/05\/symmetric-obama-1024x341.jpg\" alt=\"\u56fe 10\uff1a\u5965\u5df4\u9a6c\u603b\u7edf\u901a\u8fc7\u5c06\u5176\u9762\u90e8\u56fe\u50cf\u4e0e\u955c\u9762\u53cd\u5c04\u8fdb\u884c\u5e73\u5747\u6765\u5b9e\u73b0\u5bf9\u79f0\u3002\" class=\"wp-image-2318\" title=\"\u5bf9\u79f0\u5965\u5df4\u9a6c \u2013 LearnOpenCV\u00a0\" \/><\/a><figcaption class=\"wp-element-caption\">\u56fe 10\uff1a\u5965\u5df4\u9a6c\u603b\u7edf\u901a\u8fc7\u5bf9\u4ed6\u7684\u56fe\u50cf\uff08\u5de6\uff09\u4e0e\u5176\u955c\u9762\u53cd\u5c04\uff08\u53f3\uff09\u8fdb\u884c\u5e73\u5747\u6765\u5b9e\u73b0\u5bf9\u79f0\uff08\u4e2d\uff09\u3002<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"download\"> \u8bf4\u660e<\/h2>\n\n\n\n<p><strong>\u56fe\u7247\u6765\u6e90<\/strong><\/p>\n\n\n\n<p>\u73b0\u4efb\u548c\u524d\u4efb\u603b\u7edf\u7684\u6240\u6709\u56fe\u50cf\u5747\u5c5e\u4e8e\u516c\u5171\u9886\u57df\uff0c\u5e76\u53ef\u4ece<a href=\"https:\/\/en.wikipedia.org\/wiki\/List_of_Presidents_of_the_United_States\" target=\"_blank\" rel=\"noreferrer noopener\">\u7ef4\u57fa\u767e\u79d1<\/a>\u4e0b\u8f7d\u3002<\/p>\n\n\n\n<p>\u6211\u4ece Sight Commerce Inc. \u83b7\u5f97\u4e86\u4f7f\u7528\u56fe 1 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[&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-577","post","type-post","status-publish","format-standard","hentry","category-python"],"blocksy_meta":"","_links":{"self":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/577","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/comments?post=577"}],"version-history":[{"count":2,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/577\/revisions"}],"predecessor-version":[{"id":579,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/577\/revisions\/579"}],"wp:attachment":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/media?parent=577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/categories?post=577"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/tags?post=577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}