{"id":1968,"date":"2022-01-13T17:16:30","date_gmt":"2022-01-13T09:16:30","guid":{"rendered":"http:\/\/139.9.1.231\/?p=1968"},"modified":"2022-01-13T17:19:45","modified_gmt":"2022-01-13T09:19:45","slug":"cascade","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/01\/13\/cascade\/","title":{"rendered":"\u7ea7\u8054\u5206\u7c7b\u5668"},"content":{"rendered":"\n<p>\u5728\u672c\u6559\u7a0b\u4e2d\uff0c &#8211; \u6211\u4eec\u5c06\u5b66\u4e60Haar\u7ea7\u8054\u5bf9\u8c61\u68c0\u6d4b\u7684\u5de5\u4f5c\u539f\u7406\u3002 &#8211; \u6211\u4eec\u5c06\u4f7f\u7528\u57fa\u4e8eHaar Feature\u7684Cascade\u5206\u7c7b\u5668\u4e86\u89e3\u4eba\u8138\u68c0\u6d4b\u548c\u773c\u775b\u68c0\u6d4b\u7684\u57fa\u7840\u77e5\u8bc6\u3002 &#8211; \u6211\u4eec\u5c06\u4f7f\u7528**cv::CascadeClassifier**\u7c7b\u6765\u68c0\u6d4b\u89c6\u9891\u6d41\u4e2d\u7684\u5bf9\u8c61\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4ee5\u4e0b\u51fd\u6570\uff1a &#8211; **cv::CascadeClassifier::load**\u6765\u52a0\u8f7d.xml\u5206\u7c7b\u5668\u6587\u4ef6\u3002\u5b83\u53ef\u4ee5\u662fHaar\u6216LBP\u5206\u7c7b\u5668 &#8211; **cv::CascadeClassifier::detectMultiScale**\u6765\u6267\u884c\u68c0\u6d4b\u3002<\/p>\n\n\n\n<h3 id=\"_3\">\u7406\u8bba<a href=\"http:\/\/woshicver.com\/Eleventh\/10_1_%E7%BA%A7%E8%81%94%E5%88%86%E7%B1%BB%E5%99%A8\/#_3\"><\/a><\/h3>\n\n\n\n<p>\u4f7f\u7528\u57fa\u4e8eHaar\u7279\u5f81\u7684\u7ea7\u8054\u5206\u7c7b\u5668\u7684\u5bf9\u8c61\u68c0\u6d4b\u662fPaul Viola\u548cMichael Jones\u5728\u5176\u8bba\u6587\u201c\u4f7f\u7528\u7b80\u5355\u7279\u5f81\u7684\u589e\u5f3a\u7ea7\u8054\u8fdb\u884c\u5feb\u901f\u5bf9\u8c61\u68c0\u6d4b\u201d\u4e2d\u4e8e2001\u5e74\u63d0\u51fa\u7684\u4e00\u79cd\u6709\u6548\u7684\u5bf9\u8c61\u68c0\u6d4b\u65b9\u6cd5\u3002\u8fd9\u662f\u4e00\u79cd\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u5176\u4e2d\u4ece\u8bb8\u591a\u6b63\u8d1f\u56fe\u50cf\u4e2d\u8bad\u7ec3\u7ea7\u8054\u51fd\u6570\u3002\u7136\u540e\u7528\u4e8e\u68c0\u6d4b\u5176\u4ed6\u56fe\u50cf\u4e2d\u7684\u5bf9\u8c61\u3002<\/p>\n\n\n\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u8fdb\u884c\u4eba\u8138\u68c0\u6d4b\u3002\u6700\u521d\uff0c\u8be5\u7b97\u6cd5\u9700\u8981\u5927\u91cf\u6b63\u56fe\u50cf\uff08\u9762\u90e8\u56fe\u50cf\uff09\u548c\u8d1f\u56fe\u50cf\uff08\u65e0\u9762\u90e8\u56fe\u50cf\uff09\u6765\u8bad\u7ec3\u5206\u7c7b\u5668\u3002 \u7136\u540e\uff0c\u6211\u4eec\u9700\u8981\u4ece\u4e2d\u63d0\u53d6\u7279\u5f81\u3002\u4e3a\u6b64\uff0c\u4f7f\u7528\u4e0b\u56fe\u6240\u793a\u7684Haar\u529f\u80fd\u3002 \u5b83\u4eec\u5c31\u50cf\u6211\u4eec\u7684\u5377\u79ef\u6838\u4e00\u6837\u3002 \u6bcf\u4e2a\u7279\u5f81\u90fd\u662f\u901a\u8fc7\u4ece\u9ed1\u8272\u77e9\u5f62\u4e0b\u7684\u50cf\u7d20\u603b\u548c\u4e2d\u51cf\u53bb\u767d\u8272\u77e9\u5f62\u4e0b\u7684\u50cf\u7d20\u603b\u548c\u800c\u83b7\u5f97\u7684\u5355\u4e2a\u503c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-style-default\"><img src=\"http:\/\/qiniu.aihubs.net\/haar_features.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u73b0\u5728\uff0c\u6bcf\u4e2a\u5185\u6838\u7684\u6240\u6709\u53ef\u80fd\u5927\u5c0f\u548c\u4f4d\u7f6e\u90fd\u7528\u4e8e\u8ba1\u7b97\u8bb8\u591a\u529f\u80fd\u3002\uff08\u8bd5\u60f3\u4e00\u4e0b\u5b83\u4ea7\u751f\u591a\u5c11\u8ba1\u7b97\uff1f\u5373\u4f7f\u662f\u4e00\u4e2a24&#215;24\u7684\u7a97\u53e3\u4e5f\u4f1a\u4ea7\u751f\u8d85\u8fc7160000\u4e2a\u7279\u5f81\uff09\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u7279\u5f81\u8ba1\u7b97\uff0c\u6211\u4eec\u9700\u8981\u627e\u5230\u767d\u8272\u548c\u9ed1\u8272\u77e9\u5f62\u4e0b\u7684\u50cf\u7d20\u603b\u548c\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ed6\u4eec\u5f15\u5165\u4e86\u6574\u4f53\u56fe\u50cf\u3002\u65e0\u8bba\u4f60\u7684\u56fe\u50cf\u6709\u591a\u5927\uff0c\u5b83\u90fd\u4f1a\u5c06\u7ed9\u5b9a\u50cf\u7d20\u7684\u8ba1\u7b97\u51cf\u5c11\u5230\u4ec5\u6d89\u53ca\u56db\u4e2a\u50cf\u7d20\u7684\u64cd\u4f5c\u3002\u5f88\u597d\uff0c\u4e0d\u662f\u5417\uff1f\u5b83\u4f7f\u4e8b\u60c5\u53d8\u5f97\u66f4\u5feb\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\u5728\u6211\u4eec\u8ba1\u7b97\u7684\u6240\u6709\u8fd9\u4e9b\u7279\u5f81\u4e2d\uff0c\u5927\u591a\u6570\u90fd\u4e0d\u76f8\u5173\u3002\u4f8b\u5982\uff0c\u8003\u8651\u4e0b\u56fe\u3002\u7b2c\u4e00\u884c\u663e\u793a\u4e86\u4e24\u4e2a\u826f\u597d\u7684\u7279\u5f81\u3002\u9009\u62e9\u7684\u7b2c\u4e00\u4e2a\u7279\u5f81\u4f3c\u4e4e\u7740\u773c\u4e8e\u773c\u775b\u533a\u57df\u901a\u5e38\u6bd4\u9f3b\u5b50\u548c\u8138\u988a\u533a\u57df\u66f4\u6697\u7684\u6027\u8d28\u3002\u9009\u62e9\u7684\u7b2c\u4e8c\u4e2a\u7279\u5f81\u4f9d\u8d56\u4e8e\u773c\u775b\u6bd4\u9f3b\u6881\u66f4\u9ed1\u7684\u5c5e\u6027\u3002\u4f46\u662f\uff0c\u5c06\u76f8\u540c\u7684\u7a97\u53e3\u5e94\u7528\u4e8e\u8138\u988a\u6216\u5176\u4ed6\u4efb\u4f55\u5730\u65b9\u90fd\u662f\u65e0\u5173\u7d27\u8981\u7684\u3002\u90a3\u4e48\uff0c\u6211\u4eec\u5982\u4f55\u4ece16\u4e07\u591a\u4e2a\u529f\u80fd\u4e2d\u9009\u62e9\u6700\u4f73\u7279\u5f81\uff1f\u5b83\u662f\u7531**Adaboost**\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-style-default\"><img src=\"http:\/\/qiniu.aihubs.net\/haar.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u6211\u4eec\u5c06\u6240\u6709\u7279\u5f81\u5e94\u7528\u4e8e\u6240\u6709\u8bad\u7ec3\u56fe\u50cf\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u7279\u5f81\uff0c\u5b83\u4f1a\u627e\u5230\u6700\u4f73\u7684\u9608\u503c\uff0c\u8be5\u9608\u503c\u4f1a\u5c06\u4eba\u8138\u5206\u4e3a\u6b63\u9762\u548c\u8d1f\u9762\u3002\u663e\u7136\uff0c\u4f1a\u51fa\u73b0\u9519\u8bef\u6216\u5206\u7c7b\u9519\u8bef\u3002\u6211\u4eec\u9009\u62e9\u9519\u8bef\u7387\u6700\u4f4e\u7684\u7279\u5f81\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u4eec\u662f\u5bf9\u4eba\u8138\u548c\u975e\u4eba\u8138\u56fe\u50cf\u8fdb\u884c\u6700\u51c6\u786e\u5206\u7c7b\u7684\u7279\u5f81\u3002 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\uff08\u60f3\u8c61\u4e00\u4e0b\uff0c\u4ece160000\u591a\u4e2a\u529f\u80fd\u51cf\u5c11\u52306000\u4e2a\u529f\u80fd\u3002\u8fd9\u662f\u5f88\u5927\u7684\u6536\u83b7\uff09\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u73b0\u5728\u4f60\u62cd\u6444\u4e00\u5f20\u7167\u7247\u3002\u53d6\u6bcf\u4e2a24&#215;24\u7a97\u53e3\u3002\u5411\u5176\u5e94\u75286000\u4e2a\u529f\u80fd\u3002\u68c0\u67e5\u662f\u5426\u6709\u8138\u3002\u54c7..\u8fd9\u4e0d\u662f\u6548\u7387\u4f4e\u4e0b\u53c8\u8d39\u65f6\u5417\uff1f\u662f\u7684\u3002\u4f5c\u8005\u5bf9\u6b64\u6709\u4e00\u4e2a\u5f88\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u5728\u56fe\u50cf\u4e2d\uff0c\u5927\u591a\u6570\u56fe\u50cf\u662f\u975e\u9762\u90e8\u533a\u57df\u3002\u56e0\u6b64\uff0c\u6700\u597d\u6709\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u6cd5\u6765\u68c0\u67e5\u7a97\u53e3\u662f\u5426\u4e0d\u662f\u9762\u90e8\u533a\u57df\u3002\u5982\u679c\u4e0d\u662f\uff0c\u8bf7\u4e00\u6b21\u6027\u4e22\u5f03\u5b83\uff0c\u4e0d\u8981\u518d\u6b21\u5bf9\u5176\u8fdb\u884c\u5904\u7406\u3002\u76f8\u53cd\uff0c\u5e94\u5c06\u91cd\u70b9\u653e\u5728\u53ef\u80fd\u6709\u8138\u7684\u533a\u57df\u3002\u8fd9\u6837\uff0c\u6211\u4eec\u5c06\u82b1\u8d39\u66f4\u591a\u65f6\u95f4\u68c0\u67e5\u53ef\u80fd\u7684\u9762\u90e8\u533a\u57df\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u4ed6\u4eec\u5f15\u5165\u4e86\u7ea7\u8054\u5206\u7c7b\u5668\u7684\u6982\u5ff5\u3002\u4e0d\u662f\u5c06\u6240\u67096000\u4e2a\u529f\u80fd\u90e8\u4ef6\u5e94\u7528\u5230\u4e00\u4e2a\u7a97\u53e3\u4e2d\uff0c\u800c\u662f\u5c06\u8fd9\u4e9b\u529f\u80fd\u90e8\u4ef6\u5206\u7ec4\u5230\u4e0d\u540c\u7684\u5206\u7c7b\u5668\u9636\u6bb5\uff0c\u5e76\u4e00\u4e00\u5e94\u7528\u3002 \uff08\u901a\u5e38\u524d\u51e0\u4e2a\u9636\u6bb5\u5c06\u5305\u542b\u5f88\u5c11\u7684\u529f\u80fd\uff09\u3002\u5982\u679c\u7a97\u53e3\u5728\u7b2c\u4e00\u9636\u6bb5\u5931\u8d25\uff0c\u5219\u5c06\u5176\u4e22\u5f03\u3002\u6211\u4eec\u4e0d\u8003\u8651\u5b83\u7684\u5176\u4f59\u529f\u80fd\u3002\u5982\u679c\u901a\u8fc7\uff0c\u5219\u5e94\u7528\u529f\u80fd\u7684\u7b2c\u4e8c\u9636\u6bb5\u5e76\u7ee7\u7eed\u8be5\u8fc7\u7a0b\u3002\u7ecf\u8fc7\u6240\u6709\u9636\u6bb5\u7684\u7a97\u53e3\u662f\u4e00\u4e2a\u9762\u90e8\u533a\u57df\u3002\u8fd9\u4e2a\u8ba1\u5212\u600e\u4e48\u6837\uff01<\/p>\n\n\n\n<p>\u4f5c\u8005\u7684\u68c0\u6d4b\u5668\u5177\u67096000\u591a\u4e2a\u7279\u5f81\uff0c\u5177\u670938\u4e2a\u9636\u6bb5\uff0c\u5728\u524d\u4e94\u4e2a\u9636\u6bb5\u5177\u67091\u300110\u300125\u300125\u548c50\u4e2a\u7279\u5f81\u3002 \uff08\u4e0a\u56fe\u4e2d\u7684\u4e24\u4e2a\u529f\u80fd\u5b9e\u9645\u4e0a\u662f\u4eceAdaboost\u83b7\u5f97\u7684\u6700\u4f73\u4e24\u4e2a\u529f\u80fd\uff09\u3002\u6839\u636e\u4f5c\u8005\u7684\u8bf4\u6cd5\uff0c\u6bcf\u4e2a\u5b50\u7a97\u53e3\u5e73\u5747\u8bc4\u4f30\u4e866000\u591a\u4e2a\u7279\u5f81\u4e2d\u768410\u4e2a\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u8fd9\u662fViola-Jones\u4eba\u8138\u68c0\u6d4b\u5de5\u4f5c\u539f\u7406\u7684\u7b80\u5355\u76f4\u89c2\u8bf4\u660e\u3002\u9605\u8bfb\u672c\u6587\u4ee5\u83b7\u53d6\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u6216\u67e5\u770b\u5176\u4ed6\u8d44\u6e90\u90e8\u5206\u4e2d\u7684\u53c2\u8003\u8d44\u6599\u3002<\/p>\n\n\n\n<p><strong>\u5b9e\u73b0\u6b65\u9aa4\uff1a<\/strong><\/p>\n\n\n\n<ol><li>\u4f7f\u7528Haar\u7279\u5f81\u505a\u68c0\u6d4b\uff1b<\/li><li>\u4f7f\u7528\u79ef\u5206\u56fe\uff08Integral Image\uff09\u5bf9Haar\u7279\u5f81\u6c42\u503c\u8fdb\u884c\u52a0\u901f\uff1b<\/li><li>\u4f7f\u7528AdaBoost\u7b97\u6cd5\u8bad\u7ec3\u533a\u5206\u4eba\u8138\u548c\u975e\u4eba\u8138\u7684\u5f3a\u5206\u7c7b\u5668\uff1b<\/li><li>\u4f7f\u7528\u7b5b\u9009\u5f0f\u7ea7\u8054\u628a\u5f3a\u5206\u7c7b\u5668\u7ea7\u8054\u5230\u4e00\u8d77\uff0c\u63d0\u9ad8\u51c6\u786e\u7387\uff1b<\/li><\/ol>\n\n\n\n<h3 id=\"opencvhaar-\">OpenCV\u4e2d\u7684Haar-\u7ea7\u8054\u68c0\u6d4b\u5668<a href=\"http:\/\/woshicver.com\/Eleventh\/10_1_%E7%BA%A7%E8%81%94%E5%88%86%E7%B1%BB%E5%99%A8\/#opencvhaar-\"><\/a><\/h3>\n\n\n\n<p>OpenCV\u63d0\u4f9b\u4e86\u4e00\u79cd\u8bad\u7ec3\u65b9\u6cd5\uff08\u8bf7\u53c2\u9605**Cascade\u5206\u7c7b\u5668\u8bad\u7ec3**\uff09\u6216\u9884\u5148\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u4f7f\u7528**cv::CascadeClassifier::load**\u65b9\u6cd5\u8bfb\u53d6\u3002\u9884\u8bad\u7ec3\u7684\u6a21\u578b\u4f4d\u4e8eOpenCV\u5b89\u88c5\u7684data\u6587\u4ef6\u5939\u4e2d\uff0c\u6216\u5728\u6b64\u5904\u627e\u5230\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u4ee3\u7801\u793a\u4f8b\u5c06\u4f7f\u7528\u9884\u8bad\u7ec3\u7684Haar\u7ea7\u8054\u6a21\u578b\u6765\u68c0\u6d4b\u56fe\u50cf\u4e2d\u7684\u9762\u90e8\u548c\u773c\u775b\u3002\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2acv::CascadeClassifier\u5e76\u4f7f\u7528**cv::CascadeClassifier::load**\u65b9\u6cd5\u52a0\u8f7d\u5fc5\u8981\u7684XML\u6587\u4ef6\u3002\u7136\u540e\uff0c\u4f7f\u7528**cv::CascadeClassifier::detectMultiScale**\u65b9\u6cd5\u5b8c\u6210\u68c0\u6d4b\uff0c\u8be5\u65b9\u6cd5\u8fd4\u56de\u68c0\u6d4b\u5230\u7684\u8138\u90e8\u6216\u773c\u775b\u7684\u8fb9\u754c\u77e9\u5f62\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from __future__ import print_function\nimport cv2 as cv\nimport argparse\ndef detectAndDisplay(frame):\n    frame_gray = cv.cvtColor(frame, cv.COLOR_BGR2GRAY)\n    frame_gray = cv.equalizeHist(frame_gray)\n    #-- \u68c0\u6d4b\u9762\u90e8\n    faces = face_cascade.detectMultiScale(frame_gray)\n    for (x,y,w,h) in faces:\n        center = (x + w\/\/2, y + h\/\/2)\n        frame = cv.ellipse(frame, center, (w\/\/2, h\/\/2), 0, 0, 360, (255, 0, 255), 4)\n        faceROI = frame_gray&#91;y:y+h,x:x+w]\n        #-- \u5728\u6bcf\u5f20\u9762\u90e8\u4e0a\u68c0\u6d4b\u773c\u775b\n        eyes = eyes_cascade.detectMultiScale(faceROI)\n        for (x2,y2,w2,h2) in eyes:\n            eye_center = (x + x2 + w2\/\/2, y + y2 + h2\/\/2)\n            radius = int(round((w2 + h2)*0.25))\n            frame = cv.circle(frame, eye_center, radius, (255, 0, 0 ), 4)\n    cv.imshow('Capture - Face detection', frame)\nparser = argparse.ArgumentParser(description='Code for Cascade Classifier tutorial.')\nparser.add_argument('--face_cascade', help='Path to face cascade.', default='data\/haarcascades\/haarcascade_frontalface_alt.xml')\nparser.add_argument('--eyes_cascade', help='Path to eyes cascade.', default='data\/haarcascades\/haarcascade_eye_tree_eyeglasses.xml')\nparser.add_argument('--camera', help='Camera divide number.', type=int, default=0)\nargs = parser.parse_args()\nface_cascade_name = args.face_cascade\neyes_cascade_name = args.eyes_cascade\nface_cascade = cv.CascadeClassifier()\neyes_cascade = cv.CascadeClassifier()\n#-- 1. \u52a0\u8f7d\u7ea7\u8054\nif not face_cascade.load(cv.samples.findFile(face_cascade_name)):\n    print('--(!)Error loading face cascade')\n    exit(0)\nif not eyes_cascade.load(cv.samples.findFile(eyes_cascade_name)):\n    print('--(!)Error loading eyes cascade')\n    exit(0)\ncamera_device = args.camera\n#-- 2. \u8bfb\u53d6\u89c6\u9891\u6d41\ncap = cv.VideoCapture(camera_device)\nif not cap.isOpened:\n    print('--(!)Error opening video capture')\n    exit(0)\nwhile True:\n    ret, frame = cap.read()\n    if frame is None:\n        print('--(!) No captured frame -- Break!')\n        break\n    detectAndDisplay(frame)\n    if cv.waitKey(10) == 27:\n        break<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u672c\u6559\u7a0b\u4e2d\uff0c &#8211; \u6211\u4eec\u5c06\u5b66\u4e60Haar\u7ea7\u8054\u5bf9\u8c61\u68c0\u6d4b\u7684\u5de5\u4f5c\u539f\u7406\u3002 &#8211; \u6211\u4eec\u5c06\u4f7f\u7528\u57fa\u4e8eHaa &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/01\/13\/cascade\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u7ea7\u8054\u5206\u7c7b\u5668<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[15],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/1968"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=1968"}],"version-history":[{"count":3,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/1968\/revisions"}],"predecessor-version":[{"id":1971,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/1968\/revisions\/1971"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=1968"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=1968"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=1968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}