{"id":1001,"date":"2021-04-17T11:01:00","date_gmt":"2021-04-17T03:01:00","guid":{"rendered":"http:\/\/blog.5danyuan.com\/?p=1001"},"modified":"2021-06-07T15:57:01","modified_gmt":"2021-06-07T07:57:01","slug":"%e5%b0%9d%e9%b2%9c-yolo-%e7%89%a9%e4%bd%93%e8%af%86%e5%88%ab","status":"publish","type":"post","link":"https:\/\/blog.5danyuan.com\/?p=1001","title":{"rendered":"\u5c1d\u9c9c Yolo \u7269\u4f53\u8bc6\u522b"},"content":{"rendered":"\n<p>Yolo \u4f5c\u4e3a\u5f53\u4e0b\u6bd4\u8f83\u6d41\u884c\u7684\u7269\u4f53\u68c0\u67e5AI\u6a21\u578b\u4e4b\u4e00\uff0c\u8fd8\u662f\u5f97\u5230\u4e86\u5927\u5bb6\u7684\u9752\u7750\uff0c\u4e3b\u8981\u8bf4\u6765\u6709\u51e0\u4e2a\u56e0\u7d20\uff1a<\/p>\n\n\n\n<p>1\u3001\u68c0\u6d4b\u7684\u8303\u56f4\u5e7f\u3002\u6309\u7167\u5b98\u65b9\u7684\u8bf4\u6cd5\u662f\u53ef\u4ee5\u652f\u63019000\u79cd\u5e38\u89c1\u7684\u5206\u7c7b\uff0c\u5e76\u4e14Yolo v2\u8986\u76d6\u4e86 coco \u7684\u6570\u636e\u96c6\u3002<br>2\u3001\u68c0\u6d4b\u7684\u51c6\u786e\u7387\u9ad8\u3002\u6211\u62ff\u5b9e\u9645\u7167\u7247\u8dd1\u4e86\u4e0b\uff0c\u8fd8\u662f\u6709\u610f\u5916\u7684\u60ca\u559c\u3002<br>3\u3001\u68c0\u6d4b\u901f\u5ea6\u5feb\u3002\u4f7f\u7528\u666e\u901a\u7684 CPU\u5c31\u53ef\u4ee5\u8fd0\u884c Tiny YOLO \u4f4e\u914d\u7248\u7684\u6570\u636e\u96c6\uff0c\u6211\u7684\u7b14\u8bb0\u672c\u4e0a\u5927\u6982\u4f1a\u662f12s\u5de6\u53f3\u3002\u5728 2080Ti \u663e\u5361\u4e0a\u8dd1 Yolo v2\u6216\u8005 v3\u7684\u7248\u672c\u901f\u5ea6\u90fd\u5f88\u5feb\uff0c\u6beb\u79d2\u7ea7\u522b\u7684\u54cd\u5e94\u3002<\/p>\n\n\n\n<p>\u539f\u672c\u662f\u60f3\u5728\u6811\u8393\u6d3e\u4e0a\u8fd0\u884c\uff0c\u6240\u4ee5\u5c1d\u8bd5\u7684\u662f\u6e90\u7801\u5b89\u88c5\u3002\u5982\u679c\u7f3a\u5c11\u4ec0\u4e48\u4f9d\u8d56\u5e93\uff0c\u81ea\u884c\u5b89\u88c5\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>git clone https:\/\/github.com\/pjreddie\/darknet<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>cd darknet\nmake<\/code><\/pre>\n\n\n\n<p>\u7f16\u8bd1\u5b8c\u6210\u540e\uff0c\u8fd8\u9700\u8981\u53bb\u4e0b\u8f7d\u6743\u91cd\u6587\u4ef6\uff0c\u8fd9\u4e2a\u5c31\u6bd4\u8f83\u5927\u4e86\uff0c\u6211\u5148\u540e\u627e\u8fc7\u597d\u51e0\u4e2a\u4e0d\u540c\u7684\u7248\u672c\uff0c\u597d\u5728\u90fd\u627e\u9f50\u4e86\u3002<\/p>\n\n\n\n<p>\u8fd0\u884c\u547d\u4ee4<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>.\/darknet detect cfg\/yolo.cfg weights\/yolo.weights data\/dog.jpg<\/code><\/pre>\n\n\n\n<p>\u5982\u679c\u60f3\u8bd5\u4e00\u8bd5\u4e5e\u4e10\u7248\u672c\uff0c\u5c31\u6362\u6210\u4e0b\u9762\u7684\u53c2\u6570\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>.\/darknet detect cfg\/tiny-yolo.cfg weights\/tiny-yolo.weights data\/dog.jpg<\/code><\/pre>\n\n\n\n<p>\u8fd0\u884c\u540e\uff0c\u4f1a\u5728\u6839\u76ee\u5f55\u4e0b\u751f\u4ea7\u4e00\u5f20 predictions.jpg \u7ed3\u679c\u56fe\u7247\uff0c\u591a\u6b21\u8fd0\u884c\u547d\u4ee4\u4f1a\u8986\u76d6\u6389\u5148\u524d\u7684\u56fe\u7247\u3002<\/p>\n\n\n\n<p>\u5728\u6211\u7684 Firefly \u4e0a\u662f\u53ef\u4ee5\u6210\u529f\u7f16\u8bd1\u6210\u529f\u7684\uff0c\u4f46\u662f\u52a0\u8f7d\u6743\u91cd\u6587\u4ef6\u9884\u6d4b\u65f6\u5931\u8d25\u4e86\uff0c\u4e0d\u77e5\u9053\u662f\u5185\u5b58\u4e0d\u591f\u7528\u8fd8\u662f\u4ec0\u4e48\u60c5\u51b5\uff0c\u7f51\u4e0a\u6709\u5f88\u591a\u7c7b\u4f3c\u7684\u63d0\u95ee\uff0c\u6d4f\u89c8\u4e86\u597d\u591a\uff0c\u8fd8\u6709\u4fee\u6539\u7248\u7684\u6743\u91cd\u6587\u4ef6\u63d0\u4f9b\uff0c\u53cd\u6b63\u6211\u662f\u6ca1\u6709\u6210\u529f\uff0c\u770b\u8d77\u6765\u60f3\u5728\u6811\u8393\u6d3e\u4e0a\u8dd1\u8d77\u6765\u4e0d\u592a\u53ef\u884c\u4e86\u3002<\/p>\n\n\n\n<p>\u6709\u54ea\u4f4d\u540c\u5b66\u53ef\u4ee5\u8dd1\u901a\uff0c\u9ebb\u70e6\u544a\u8bc9\u4e0b\u6211\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yolo \u4f5c\u4e3a\u5f53\u4e0b\u6bd4\u8f83\u6d41\u884c\u7684\u7269\u4f53\u68c0\u67e5AI\u6a21\u578b\u4e4b\u4e00\uff0c\u8fd8\u662f\u5f97\u5230\u4e86\u5927\u5bb6\u7684\u9752\u7750\uff0c\u4e3b\u8981\u8bf4\u6765\u6709\u51e0\u4e2a\u56e0\u7d20\uff1a 1\u3001\u68c0\u6d4b\u7684\u8303\u56f4\u5e7f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[321,5],"tags":[322],"class_list":["post-1001","post","type-post","status-publish","format-standard","hentry","category-ai","category-daily","tag-yolo"],"_links":{"self":[{"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=\/wp\/v2\/posts\/1001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1001"}],"version-history":[{"count":0,"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=\/wp\/v2\/posts\/1001\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.5danyuan.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}