{"id":10813,"date":"2022-12-01T22:34:22","date_gmt":"2022-12-01T14:34:22","guid":{"rendered":"http:\/\/139.9.1.231\/?p=10813"},"modified":"2022-12-01T22:34:29","modified_gmt":"2022-12-01T14:34:29","slug":"cityscapes","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/12\/01\/cityscapes\/","title":{"rendered":"Cityscapes\u6570\u636e\u96c6"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"335\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21-1024x335.png\" alt=\"\" class=\"wp-image-10829\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21-1024x335.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21-300x98.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21-768x251.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21-1536x503.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-21.png 1930w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong><em>\u5b98\u7f51\uff1a<a href=\"https:\/\/www.cityscapes-dataset.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.cityscapes-dataset.com\/<\/a><\/em><\/strong><\/p>\n\n\n\n<p>     \u8fd9\u4e2a\u5927\u578b\u6570\u636e\u96c6\u5305\u542b\u4e86\u6765\u81ea50\u4e2a\u4e0d\u540c\u57ce\u5e02\u7684\u8857\u666f\u573a\u666f\u4e2d\u8bb0\u5f55\u7684\u591a\u6837\u5316\u7684\u53cc\u76ee\u89c6\u9891\u5e8f\u5217\uff0c\u9664\u4e8620000\u4e2a\u5f31\u6ce8\u91ca\u5e27\u4ee5\u5916\uff0c\u8fd8\u67095000\u5e27\u7684\u9ad8\u8d28\u91cf\u50cf\u7d20\u7ea7\u6ce8\u91ca\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u53c2\u8003\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/github.com\/mcordts\/cityscapesScripts\">cityscapesScripts<\/a><\/li><li><a href=\"https:\/\/github.com\/DavyNeven\/fastSceneUnderstanding\">fastSceneUnderstanding<\/a><\/li><\/ul>\n\n\n\n<p>      \u4e0b\u8f7d\u524d3\u4e2a\u6587\u4ef6\u5373\u53ef\u3002\u5176\u4e2d3\u6587\u4ef6\u4ee3\u8868\u8bad\u7ec3\u4f7f\u7528\u7684\u539f\u56fe\uff0c1\u6587\u4ef6\u4ee3\u8868\u7cbe\u7ec6\u6807\u6ce8label\uff0c2\u6587\u4ef6\u4ee3\u8868\u975e\u7cbe\u7ec6\u6807\u6ce8label\u3002\u6709\u7684\u540c\u5b66\u8981\u95ee\u4e86\uff0c\u90a3\u6211\u4e0b\u8f7d1\u30013\u4e0d\u5c31\u884c\u4e86\u5417\uff1f\u6211\u8981\u8fd92\u6709\u4f55\u7528\uff1f\u5176\u5b9eCityscapes\u6570\u636e\u96c6\u63d0\u4f9b\u4e8634\u79cd\u5206\u7c7b\uff0c\u4f46\u6709\u65f6\u6211\u4eec\u4e0d\u9700\u8981\u90a3\u4e48\u591a\uff0c\u6bd4\u5982\u4ec5\u9700\u898119\u5206\u7c7b\uff08\u9ed8\u8ba4\u7684\uff09\u6216\u4efb\u610f\u591a\u4e2a\u5206\u7c7b\uff0c\u8fdb\u884c\u56fe\u50cf\u8bed\u610f\u5206\u5272\u7684\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\uff0c\u6211\u4eec\u5c31\u9700\u8981\u7528\u5230\u4ed6Cityscapes\u63d0\u4f9b\u7684\u81ea\u5e26\u5de5\u5177\u8fdb\u884clabel\u7684\u8f6c\u6362\uff0c\u82e5\u7f3a\u5c112\u6587\u4ef6\uff0c\u8f6c\u6362\u4ee3\u7801\u4f1a\u62a5\u9519\u65e0\u6cd5\u8fdb\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"446\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22-1024x446.png\" alt=\"\" class=\"wp-image-10831\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22-1024x446.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22-300x131.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22-768x335.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22-1536x670.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-22.png 1844w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>   \u8be5\u6570\u636e\u96c6\u7531gtFine\u548cleftImg8bit\u8fd9\u4e24\u4e2a\u76ee\u5f55\u7ec4\u6210\uff0c\u7ed3\u6784\u5982\u4e0b\u6240\u793a\uff0c\u5176\u4e2daachen\u7b49\u8868\u793a\u62cd\u6444\u573a\u666f\u7684\u57ce\u5e02\u540d\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u251c\u2500\u2500 gtFine\n\u2502   \u251c\u2500\u2500 train\n\u2502   \u2502   \u251c\u2500\u2500 aachen\n\u2502   \u2502   \u251c\u2500\u2500 bochum\n\u2502   \u2502   \u2514\u2500\u2500 bremen\n\u2502   \u2514\u2500\u2500 val\n\u2502       \u2514\u2500\u2500 frankfurt\n\u2514\u2500\u2500 leftImg8bit\n    \u251c\u2500\u2500 train\n    \u2502   \u251c\u2500\u2500 aachen\n    \u2502   \u251c\u2500\u2500 bochum\n    \u2502   \u2514\u2500\u2500 bremen\n    \u2514\u2500\u2500 val\n        \u2514\u2500\u2500 frankfurt\n\n   \u539f\u56fe\u5b58\u653e\u5728leftImg8bit\u6587\u4ef6\u5939\u4e2d\uff0c\u7cbe\u7ec6\u6807\u6ce8\u7684\u6570\u636e\u5b58\u653e\u5728gtFine (gt : ground truth) \u6587\u4ef6\u5939\u4e2d \u3002\u5176\u4e2d\u8bad\u7ec3\u96c6\u51712975\u5f20\uff08train)\uff0c\u9a8c\u8bc1\u96c6500\u5f20\uff08val)\uff0c\u90fd\u662f\u6709\u76f8\u5e94\u7684\u6807\u7b7e\u7684\u3002\u4f46\u6d4b\u8bd5\u96c6(test)\u53ea\u7ed9\u4e86\u539f\u56fe\uff0c\u6ca1\u6709\u7ed9\u6807\u7b7e\uff0c\u5b98\u65b9\u7528\u4e8e\u7ebf\u4e0a\u8bc4\u4f30\u5927\u5bb6\u63d0\u4ea4\u7684\u4ee3\u7801\uff08\u9632\u6b62\u6709\u4eba\u7528test\u96c6\u8bad\u7ec3\u5237\u6307\u6807\uff09\u3002\u56e0\u6b64\uff0c\u5b9e\u9645\u4f7f\u7528\u4e2d\u53ef\u4ee5\u7528validation\u96c6\u505atest\u4f7f\u7528\u3002\n\n   \u6807\u7b7e\u6587\u4ef6\u4e2d\u6bcf\u5f20\u56fe\u50cf\u5bf9\u5e944\u4e2a\u6587\u4ef6\uff0c\u5176\u4e2d_gtFine_polygons.json\u5b58\u50a8\u7684\u662f\u5404\u4e2a\u7c7b\u548c\u76f8\u5e94\u7684\u533a\u57df\uff08\u7528\u591a\u8fb9\u5f62\u9876\u70b9\u7684\u4f4d\u7f6e\u8868\u793a\u533a\u57df\u7684\u8fb9\u754c\uff09\uff1b_gtFine_labelIds.png\u7684\u503c\u662f0-33\uff0c\u4e0d\u540c\u7684\u503c\u4ee3\u8868\u4e0d\u540c\u7684\u7c7b\uff0c\u503c\u548c\u7c7b\u7684\u5bf9\u5e94\u5173\u7cfb\u5728\u4ee3\u7801\u4e2dcityscapesscripts\/helpers\/labels.py\u4e2d\u5b9a\u4e49\uff1b_gtFine_instaceIds.png\u662f\u793a\u4f8b\u5206\u5272\u7684; _gtFine_color.png\u662f\u7ed9\u5927\u5bb6\u53ef\u89c6\u5316\u7684\uff0c\u4e0d\u540c\u989c\u8272\u4e0e\u7c7b\u522b\u7684\u5bf9\u5e94\u5173\u7cfb\u4e5f\u5728labels.py\u6587\u4ef6\u4e2d\u8bf4\u660e\u3002\r\n\r\n\u53ef\u4ee5\u4f7f\u7528Cityscapes\u7684coarse\u6807\u7b7e\u505a\u521d\u6b65\u8bad\u7ec3\u7136\u540e\u518d\u7528\u7cbe\u7ec6\u6807\u7b7e\u8bad\u7ec3<\/code><\/pre>\n\n\n\n<p>\u8fd9\u4e2a\u6570\u636e\u96c6\u5305\u542b\u8bed\u4e49\u5206\u5272\uff0c\u5b9e\u4f8b\u5206\u5272\uff0c\u6df1\u5ea6\u4f30\u8ba1\u7b49\u6807\u7b7e\u6570\u636e\uff0c\u5bf9\u5e94\u7684\u8bad\u7ec3\u6807\u7b7e\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd $CITYSCAPES_ROOT\n# \u8bad\u7ec3\u548c\u6821\u51c6\u5bf9\u5e94\u7684\u6570\u636e\u96c6\nls leftImg8bit\/train\/*\/*.png &gt; trainImages.txt\nls leftImg8bit\/val\/*\/*.png &gt; valImages.txt\n\n# \u8bad\u7ec3\u548c\u6821\u51c6\u6807\u7b7e\u5bf9\u5e94\u7684\u6570\u636e\u96c6\nls gtFine\/train\/*\/*labelIds.png &gt; trainLabels.txt\nls gtFine\/val\/*\/*labelIds.png.png &gt; valLabels.txt\n\n# \u8bad\u7ec3\u548c\u6821\u51c6\u5b9e\u4f8b\u6807\u7b7e\u5bf9\u5e94\u7684\u6570\u636e\u96c6\nls gtFine\/train\/*\/*instanceIds.png &gt; trainInstances.txt\nls gtFine\/val\/*\/*instanceIds.png.png &gt; valInstances.txt\n\n# \u8bad\u7ec3\u548c\u6821\u51c6\u6df1\u5ea6\u6807\u7b7e\u5bf9\u5e94\u7684\u6570\u636e\u96c6\nls disparity\/train\/*\/*.png &gt; trainDepth.txt\nls disparity\/val\/*\/*.png.png &gt; valDepth.txt<\/code><\/pre>\n\n\n\n<p>\u53e6\u5916\uff0ctorchvision\u652f\u6301\u5f88\u591a\u73b0\u6210\u6570\u636e\u96c6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"888\" height=\"72\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-19.png\" alt=\"\" class=\"wp-image-10825\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-19.png 888w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-19-300x24.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-19-768x62.png 768w\" sizes=\"(max-width: 888px) 100vw, 888px\" \/><\/figure>\n\n\n\n<p>Class Definitions\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"741\" height=\"353\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-20.png\" alt=\"\" class=\"wp-image-10827\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-20.png 741w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/12\/image-20-300x143.png 300w\" sizes=\"(max-width: 741px) 100vw, 741px\" \/><\/figure>\n\n\n\n<p>cityscapesscripts \u811a\u672c\u5de5\u5177\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic4.zhimg.com\/v2-9a7327ac7b802cb5288c001f6c7c4cef_r.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<h2>cityscapes scripts\u516c\u5f00\u4ee5\u4e0b\u5de5\u5177\uff1a<\/h2>\n\n\n\n<ul><li><code>csDownload<\/code>: \u547d\u4ee4\u884c\u4e0b\u8f7dcityscapes\u5305<\/li><li><code>csViewer<\/code>: \u67e5\u770b\u56fe\u50cf\u5e76\u8986\u76d6\u6279\u6ce8\uff08overlay the annotations\uff09\u3002<\/li><li><code>csLabelTool<\/code>: \u6807\u6ce8\u5de5\u5177.<\/li><li><code>csEvalPixelLevelSemanticLabeling<\/code>: Evaluate pixel-level semantic labeling results on the validation set. This tool is also used to evaluate the results on the test set.\u50cf\u7d20\u7ea7\u8bc4\u4f30<\/li><li><code>csEvalInstanceLevelSemanticLabeling<\/code>: Evaluate instance-level semantic labeling results on the validation set. This tool is also used to evaluate the results on the test set.\u5b9e\u4f8b\u7ea7\u8bc4\u4f30<\/li><li><code>csEvalPanopticSemanticLabeling<\/code>: Evaluate panoptic segmentation results on the validation set. This tool is also used to evaluate the results on the test set.\u5168\u666f\u5206\u5272\u8bc4\u4f30<\/li><li><code>csCreateTrainIdLabelImgs<\/code>: Convert annotations in polygonal format to png images with label IDs, where pixels encode &#8220;train IDs&#8221; that you can define in&nbsp;<code>labels.py<\/code>.\u5c06\u591a\u8fb9\u5f62\u683c\u5f0f\u7684\u6ce8\u91ca\u8f6c\u6362\u4e3a\u5e26\u6807\u7b7eID\u7684png\u56fe\u50cf\uff0c\u5176\u4e2d\u50cf\u7d20\u7f16\u7801\u201c\u5e8f\u5217ID\u201d\uff0c\u53ef\u4ee5\u5728labels.py\u4e2d\u5b9a\u4e49\u3002<\/li><li><code>csCreateTrainIdInstanceImgs<\/code>: Convert annotations in polygonal format to png images with instance IDs, where pixels encode instance IDs composed of &#8220;train IDs&#8221;.\u5c06\u591a\u8fb9\u5f62\u683c\u5f0f\u7684\u6ce8\u91ca\u8f6c\u6362\u4e3a\u5177\u6709\u5b9e\u4f8bID\u7684png\u56fe\u50cf\uff0c\u5176\u4e2d\u50cf\u7d20\u5bf9\u7531\u201c\u5e8f\u5217ID\u201d\u7ec4\u6210\u7684\u5b9e\u4f8bID\u8fdb\u884c\u7f16\u7801\u3002<\/li><li><code>csCreatePanopticImgs<\/code>: Convert annotations in standard png format to&nbsp;<a href=\"http:\/\/cocodataset.org\/#format-data\" target=\"_blank\" rel=\"noreferrer noopener\">COCO panoptic segmentation format<\/a>.\u5c06\u6807\u51c6png\u683c\u5f0f\u7684\u6ce8\u91ca\u8f6c\u6362\u4e3aCOCO\u5168\u666f\u5206\u5272\u683c\u5f0f\u3002<\/li><\/ul>\n\n\n\n<h2><a><\/a>cityscapes scripts\u6587\u4ef6\u5939<\/h2>\n\n\n\n<p>\u6587\u4ef6\u5939\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul><li><code>helpers<\/code>: \u88ab\u5176\u4ed6\u811a\u672c\u6587\u4ef6\u8c03\u7528\u7684\u5e2e\u52a9\u6587\u4ef6<\/li><li><code>viewer<\/code>: \u7528\u4e8e\u67e5\u770b\u56fe\u50cf\u548c\u6807\u6ce8\u7684\u811a\u672c<\/li><li><code>preparation<\/code>: \u7528\u4e8e\u5c06GroundTruth\u6ce8\u91ca\u8f6c\u6362\u4e3a\u9002\u5408\u60a8\u7684\u65b9\u6cd5\u7684\u683c\u5f0f\u7684\u811a\u672c<\/li><li><code>evaluation<\/code>: \u8bc4\u4ef7\u4f60\u7684\u65b9\u6cd5\u7684\u811a\u672c<\/li><li><code>annotation<\/code>: \u88ab\u7528\u6765\u6807\u6ce8\u6570\u636e\u96c6\u7684\u6807\u6ce8\u5de5\u5177<\/li><li><code>download<\/code>: \u4e0b\u8f7dCityscapes packages<\/li><\/ul>\n\n\n\n<p>\u8bf7\u6ce8\u610f\uff0c\u6240\u6709\u6587\u4ef6\u9876\u90e8\u90fd\u6709\u4e00\u4e2a\u5c0f\u578bdocumentation\u3002 \u975e\u5e38\u91cd\u8981<\/p>\n\n\n\n<ul><li><code>helpers\/labels.py<\/code>: \u5b9a\u4e49\u6240\u6709\u8bed\u4e49\u7c7bID\u7684\u4e2d\u5fc3\u6587\u4ef6\uff0c\u5e76\u63d0\u4f9b\u5404\u79cd\u7c7b\u5c5e\u6027\u4e4b\u95f4\u7684\u6620\u5c04\u3002<\/li><li><code>helpers\/labels_cityPersons.py<\/code>: \u6587\u4ef6\u5b9a\u4e49\u6240\u6709CityPersons\u884c\u4eba\u7c7b\u7684ID\u5e76\u63d0\u4f9b\u5404\u79cd\u7c7b\u5c5e\u6027\u4e4b\u95f4\u7684\u6620\u5c04\u3002<\/li><li><code>viewer\/cityscapesViewer.py<\/code>&nbsp;\u67e5\u770b\u56fe\u50cf\u5e76\u8986\u76d6\u6ce8\u91ca\u3002<\/li><li><code>preparation\/createTrainIdLabelImgs.py<\/code>&nbsp;\u5c06\u591a\u8fb9\u5f62\u683c\u5f0f\u7684\u6ce8\u91ca\u8f6c\u6362\u4e3a\u5e26\u6709\u6807\u7b7eID\u7684png\u56fe\u50cf\uff0c\u5176\u4e2d\u50cf\u7d20\u7f16\u7801\u53ef\u4ee5\u5728\u201clabels.py\u201d\u4e2d\u5b9a\u4e49\u7684\u201c\u8bad\u7ec3ID\u201d\u3002<\/li><li><code>preparation\/createTrainIdInstanceImgs.py<\/code>&nbsp;\u5c06\u591a\u8fb9\u5f62\u683c\u5f0f\u7684\u6ce8\u91ca\u8f6c\u6362\u4e3a\u5e26\u6709\u5b9e\u4f8bID\u7684png\u56fe\u50cf\uff0c\u5176\u4e2d\u50cf\u7d20\u7f16\u7801\u7531\u201ctrain ID\u201d\u7ec4\u6210\u7684\u5b9e\u4f8bID\u3002<\/li><li><code>evaluation\/evalPixelLevelSemanticLabeling.py<\/code>&nbsp;\u8be5\u811a\u672c\u6765\u8bc4\u4f30\u9a8c\u8bc1\u96c6\u4e0a\u7684\u50cf\u7d20\u7ea7\u8bed\u4e49\u6807\u7b7e\u7ed3\u679c\u3002\u8be5\u811a\u672c\u8fd8\u7528\u4e8e\u8bc4\u4f30\u6d4b\u8bd5\u96c6\u7684\u7ed3\u679c\u3002<\/li><li><code>evaluation\/evalInstanceLevelSemanticLabeling.py<\/code>&nbsp;\u8be5\u811a\u672c\u6765\u8bc4\u4f30\u9a8c\u8bc1\u96c6\u4e0a\u7684\u5b9e\u4f8b\u7ea7\u8bed\u4e49\u6807\u7b7e\u7ed3\u679c\u3002\u8be5\u811a\u672c\u8fd8\u7528\u4e8e\u8bc4\u4f30\u6d4b\u8bd5\u96c6\u7684\u7ed3\u679c\u3002<\/li><li><code>setup.py<\/code>&nbsp;\u8fd0\u884c&nbsp;<code>setup.py build_ext --inplace<\/code>&nbsp;\u542f\u7528cython\u63d2\u4ef6\u4ee5\u8fdb\u884c\u66f4\u5feb\u901f\u7684\u8bc4\u4f30\u3002\u4ec5\u9488\u5bf9Ubuntu\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5b98\u7f51\uff1ahttps:\/\/www.cityscapes-dataset.com\/ \u8fd9\u4e2a\u5927\u578b\u6570\u636e\u96c6\u5305\u542b\u4e86\u6765\u81ea50\u4e2a\u4e0d &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/12\/01\/cityscapes\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Cityscapes\u6570\u636e\u96c6<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,24,25],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/10813"}],"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=10813"}],"version-history":[{"count":22,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/10813\/revisions"}],"predecessor-version":[{"id":10839,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/10813\/revisions\/10839"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=10813"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=10813"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=10813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}