{"id":6900,"date":"2024-07-25T09:01:01","date_gmt":"2024-07-25T01:01:01","guid":{"rendered":""},"modified":"2024-07-25T09:01:01","modified_gmt":"2024-07-25T01:01:01","slug":"\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6709\u54ea\u4e9b_\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6","status":"publish","type":"post","link":"https:\/\/mushiming.com\/6900.html","title":{"rendered":"\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6709\u54ea\u4e9b_\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6"},"content":{"rendered":"<p><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: none;\"> \n <path stroke-linecap=\"round\" d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\"><\/path> \n<\/svg> <\/p>\n<p>\u94fe\u63a5\u4e0a\u7bc7\u7b80\u5355\u4ecb\u7ecd\u4e86MS COCO\u6570\u636e\u96c6\u7684\u4e0b\u8f7d\u548c\u6570\u636e\u7ed3\u6784\u4ee5\u53caAPI\u7684\u4e0b\u8f7d\u5b89\u88c5\uff0c\u672c\u6587\u4e3b\u8981\u4ee5\u5b98\u65b9\u53d1\u5e03\u7684demo\u811a\u672c\u4e3a\u4f8b\uff0c\u8bb0\u5f55\u4e86COCO\u6570\u636e\u96c6API\u7684\u4f7f\u7528\u65b9\u6cd5\u3002\u6bd4\u8f83\u5197\u957f\u57fa\u7840\uff0c\u9002\u5408\u5165\u95e8\u3002 <\/p>\n<div class=\"toc\">\n<h4>COCO API\u4ecb\u7ecd<\/h4>\n<ul>\n<li>\u7b80\u4ecb<\/li>\n<li>\u5b89\u88c5<\/li>\n<li>\u4f7f\u7528\u65b9\u6cd5<\/li>\n<li>\n<ul>\n<li>pycocoDemo.ipynb<\/li>\n<li>pycocoEvalDemo.ipynb<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<h2>\u7b80\u4ecb<\/h2>\n<p>COCO\u5b98\u7f51\u4e2d\u6709\u5bf9API\u7684\u7b80\u4ecb\u4fe1\u606f\u94fe\u63a5\u3002<br \/> <img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20200503165445645.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6709\u54ea\u4e9b_\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6 (https:\/\/mushiming.com\/)  \u7b2c1\u5f20\" title=\"\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6709\u54ea\u4e9b_\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6  \u7b2c1\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><br \/> COCO API\u53ef\u4ee5\u7528\u4e8e\u52a0\u8f7d\uff0c\u89e3\u6790\u548c\u53ef\u89c6\u5316COCO\u6570\u636e\u96c6\u3002API\u652f\u6301COCO\u6570\u636e\u96c6\u7684\u591a\u79cd\u6807\u6ce8\u683c\u5f0f\uff0c\u4e5f\u6709\u652f\u6301\u5206\u5272\u63a9\u7801\u7684MASK API\u3002\u5b98\u65b9\u53d1\u5e03\u4e86Matlab\u3001Python\u548cLua\u7684\u4f7f\u7528\u63a5\u53e3\u3002\u672c\u6587\u53ea\u4ecb\u7ecdpython\u7684\u4f7f\u7528\u63a5\u53e3\u3002<br \/> python\u63a5\u53e3\u5728\u5b98\u7f51\u4e2d\u53ea\u6709\u4ee5\u4e0b\u7b80\u5355\u7684\u6ce8\u89e3\uff0c\u4e3b\u8981\u89e3\u91ca\u6587\u672c\u90fd\u5728\u4e0b\u8f7d\u5b89\u88c5pycocotools\u540e\u7684coco.py\u4ee3\u7801\u5f00\u5934\u7684\u6ce8\u91ca\u5185\u5bb9\u4e2d\uff0c\u53ef\u4ee5\u67e5\u770b\u68c0\u7d22\uff0c\u672c\u6587\u901a\u8fc7\u9010\u6bb5\u8fd0\u884cdemo\u811a\u672c\u7684\u65b9\u5f0f\u6765\u901a\u8fc7\u5177\u4f53\u7684\u4ee3\u7801\u5b66\u4e60API\u7684\u4f7f\u7528\u3002<\/p>\n<pre class=\"language-java prettyprint linenums\"><code>Throughout the API \"ann\"=annotation, \"cat\"=category, and \"img\"=image. getAnnIdsGet ann ids that satisfy given filter conditions. getCatIdsGet cat ids that satisfy given filter conditions. getImgIdsGet img ids that satisfy given filter conditions. loadAnnsLoad anns with the specified ids. loadCatsLoad cats with the specified ids. loadImgsLoad imgs with the specified ids. loadResLoad algorithm results and create API for accessing them. showAnnsDisplay the specified annotations. <\/code><\/pre>\n<h2>\u5b89\u88c5<\/h2>\n<p>COCO\u5b98\u7f51\u53d1\u5e03\u4e86Linux\u548cOSX\u7cfb\u7edf\u7684\u5b89\u88c5\u4ee3\u7801\uff0c\u8c8c\u4f3c\u5c31\u6ca1\u6709\u8003\u8651win\u7cfb\u7edf\u7684\u5b89\u88c5\uff08\u8bb2\u9053\u7406\u5fae\u8f6f\u7684\u6570\u636e\u96c6\u6ca1\u8003\u8651\u5230windows\u73af\u5883\u7684\u4f7f\u7528\u63a5\u53e3\u8fd9\u662f\u51fa\u4e8e\u4ec0\u4e48\u8003\u91cf\uff0c\u4e5f\u662f\u5f88\u8ff7\u554a\uff09\u3002\u8fd9\u91cc\u627e\u5230\u4e86\u5927\u4f6c\u4fee\u6539\u7684\u9002\u7528\u4e8ewin\u7684COCO API\u5730\u5740https:\/\/github.com\/philferriere\/cocoapi.<br \/> \u56db\u79cd\u5b89\u88c5\u65b9\u6cd5\uff1a<\/p>\n<ol>\n<li>cmd\u4e2d\u4f7f\u7528pip\u5b89\u88c5<\/li>\n<\/ol>\n<pre class=\"language-java prettyprint linenums\"><code>$ pip install git+https:\/\/github.com\/philferriere\/cocoapi.git#subdirectory=PythonAPI <\/code><\/pre>\n<ol start=\"2\">\n<li>\u4e0b\u8f7dgithub\u538b\u7f29\u6587\u4ef6\u540e\uff0c\u89e3\u538b\uff0c\u548c\u4e0b\u8f7d\u7684COCO train2014\/val2014\u6587\u4ef6\u5939\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\u3002\u7136\u540e\u5207\u6362\u5230<mark>cocoapi\\PythonAPI<\/mark>\u76ee\u5f55\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u7b2c\u4e00\u79cd\u65b9\u6cd5\u6ca1\u6709\u5c06\u5e93\u5b89\u88c5\u5230python site-packages\u76ee\u5f55\uff0c\u4f7f\u7528\u65f6\u901a\u8fc7\u76f8\u5bf9\u8def\u5f84import\u652f\u6301\u5e93\uff0c\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u76f8\u5f53\u4e8epip install\uff0c\u4f7f\u7528\u65f6\u76f4\u63a5import\u5373\u53ef\u3002<\/li>\n<\/ol>\n<pre class=\"language-java prettyprint linenums\"><code># install pycocotools locally python setup.py build_ext --inplace # install pycocotools to the Python site-packages python setup.py build_ext install <\/code><\/pre>\n<p>\u5b89\u88c5\u8fc7\u7a0b\u9047\u5230\u95ee\u9898\u53ef\u4ee5\u53c2\u8003\u4e00\u4e9b\u5927\u4f6c\u7684\u89e3\u51b3\u65b9\u6cd5\u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u6570\u636e\u96c6\u4ecb\u7ecd-COCO API\u4ecb\u7ecd\u3001https:\/\/www.jianshu.com\/p\/8658cda3d553\u3002<\/p>\n<p>\u89e3\u51b3\u201cunable to find vcvarsall.bat\u201d\u95ee\u9898\uff1a<br \/> \u5148\u66f4\u65b0setuptools\uff1a<\/p>\n<pre class=\"language-java prettyprint linenums\"><code>pip install --upgrade setuptools <\/code><\/pre>\n<p>https:\/\/devblogs.microsoft.com\/python\/unable-to-find-vcvarsall-bat\/<br \/> \u7136\u540e\u4e0b\u8f7d\u5b89\u88c5Visual C++ Build Tools 2015\u3002<\/p>\n<p>\u82e5\u51fa\u73b0VS2015\u62a5\u201c\u5b89\u88c5\u5305\u4e22\u5931\u6216\u635f\u574f\u201d\u95ee\u9898\uff0c\u5219\u539f\u56e0\u4e3a\uff1amicrosoft root certificate authority 2010\u3001microsoft root certificate authority 2011\u8bc1\u4e66\u672a\u5b89\u88c5\uff0c\u5bfc\u81f4\u6587\u4ef6\u6821\u9a8c\u672a\u901a\u8fc7\uff0c\u4e0b\u8f7d\u5e76\u5b89\u88c5\u8fd9\u4e24\u4e2a\u8bc1\u4e66\u5373\u53ef\u3002<br \/> \u94fe\u63a5\uff1ahttps:\/\/pan.baidu.com\/s\/1fbIWjuczPFTtZ_hm9aYuaw<br \/> \u63d0\u53d6\u7801\uff1a8swi<br \/> \u89e3\u538b\u51fa\u91cc\u9762\u4e24\u4e2a\u6ce8\u518c\u6587\u4ef6\u3010\u53d7\u4fe1\u4efb\u7684\u6839\u8bc1\u4e66\u9881\u53d1\u673a\u6784\u3011\u3002\u53f3\u952e\u6587\u4ef6\u9009\u62e9\u5b89\u88c5\u8bc1\u4e66\uff0c\u5f39\u51fa\u5bf9\u8bdd\u6846\u70b9\u51fb\u4e0b\u4e00\u6b65\uff0c\u9009\u62e9\u5c06\u6240\u6709\u8bc1\u4e66\u653e\u5165\u4e0b\u5217\u5b58\u50a8\uff0c\u9009\u62e9\u3010\u53d7\u4fe1\u4efb\u7684\u6839\u8bc1\u4e66\u9881\u53d1\u673a\u6784\u3011\u70b9\u51fb\u786e\u5b9a\u4e0b\u4e00\u6b65\u76f4\u81f3\u5b89\u88c5\u5b8c\u6210\uff0cwin+ r ,\u8f93\u5165 certmgr.msc\uff0c\u5728\u53d7\u4fe1\u4efb\u7684\u6839\u8bc1\u4e66\u9881\u53d1\u673a\u6784\u91cc\u5237\u65b0 \uff0c\u770b\u662f\u5426\u6709\"Microsoft Root Certificate Authority 2010\" \u201cMicrosoft Root Certificate Authority 2011\u201d. \uff0c\u6709\u7684\u8bdd\u5c31\u5728vs2015\u5b89\u88c5\u4e0b\u70b9\u51fb\u91cd\u8bd5\u5c31\u53ef\u4ee5\u4e86\u3002\u5b89\u88c5\u8fc7\u7a0b\u8fd8\u6709\u5176\u5b83\u95ee\u9898\u53ef\u4ee5\u53c2\u8003\u535a\u5ba2\u5185\u5bb9\u3002\u5982\u679c\u4e0a\u8ff0\u65b9\u6cd5\u5747\u4e0d\u80fd\u89e3\u51b3\uff0c\u5c31\u5c1d\u8bd5\u4e0b\u5b8c\u6574\u5b89\u88c5VS\uff0c\u4e00\u822c\u5c31\u6ca1\u95ee\u9898\u4e86\u3002<\/p>\n<ol start=\"3\">\n<li>\u4e5f\u53ef\u4ee5\u5728https:\/\/pypi.org\/\u7f51\u7ad9\u4e2d\u641c\u7d22pycocotools\uff0c\u4e0b\u8f7d\u538b\u7f29\u5305\u89e3\u538b\u540e\uff0c\u901a\u8fc7python setup.py install\u5b89\u88c5 <\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u6709\u54ea\u4e9b_\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\u94fe\u63a5\u4e0a\u7bc7\u7b80\u5355\u4ecb\u7ecd\u4e86MSCOCO\u6570\u636e\u96c6\u7684\u4e0b\u8f7d\u548c\u6570\u636e\u7ed3\u6784\u4ee5\u53caAPI\u7684\u4e0b\u8f7d\u5b89\u88c5\uff0c\u672c\u6587\u4e3b\u8981\u4ee5\u5b98\u65b9\u53d1...","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"_links":{"self":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts\/6900"}],"collection":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/comments?post=6900"}],"version-history":[{"count":0,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts\/6900\/revisions"}],"wp:attachment":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/media?parent=6900"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/categories?post=6900"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/tags?post=6900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}