{"id":537,"date":"2024-01-22T08:00:41","date_gmt":"2024-01-22T00:00:41","guid":{"rendered":"https:\/\/www.zhoubin.asia\/?p=537"},"modified":"2024-01-26T10:40:54","modified_gmt":"2024-01-26T02:40:54","slug":"segmentation","status":"publish","type":"post","link":"https:\/\/www.zhoubin.asia\/index.php\/2024\/01\/22\/segmentation\/","title":{"rendered":"[\u5206\u5272\u6a21\u578b]Mask R-CNN"},"content":{"rendered":"<h1>Mask R-CNN \u6982\u8ff0<\/h1>\n<h2>\u5b9e\u4f8b\u5206\u5272 vs \u8bed\u4e49\u5206\u5272<\/h2>\n<p>\u5b9e\u4f8b\u5206\u5272\u548c\u8bed\u4e49\u5206\u5272\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u4e24\u79cd\u4e0d\u540c\u7684\u56fe\u50cf\u5206\u5272\u4efb\u52a1\u3002<\/p>\n<p><b>\u5b9e\u4f8b\u5206\u5272\uff1a<\/b>\u8bc6\u522b\u5e76\u5206\u5272\u56fe\u50cf\u4e2d\u7684\u6bcf\u4e2a\u5355\u72ec\u7269\u4f53\uff0c\u4e3a\u6bcf\u4e2a\u5b9e\u4f8b\u5206\u914d\u552f\u4e00\u6807\u8bc6\u7b26\u3002<\/p>\n<p><b>\u8bed\u4e49\u5206\u5272\uff1a<\/b>\u5c06\u56fe\u50cf\u5206\u5272\u4e3a\u5177\u6709\u76f8\u4f3c\u8bed\u4e49\u542b\u4e49\u7684\u533a\u57df\uff0c\u5c06\u6bcf\u4e2a\u50cf\u7d20\u5206\u914d\u7ed9\u9884\u5b9a\u4e49\u7684\u7c7b\u522b\u800c\u4e0d\u533a\u5206\u4e2a\u4f53\u5b9e\u4f8b\u3002<\/p>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-538\" src=\"https:\/\/www.zhoubin.asia\/wp-content\/uploads\/2024\/01\/Mask_RCNN.jpg\" alt=\"\" width=\"758\" height=\"606\" \/><br \/>\nMask R-CNN\u7684\u4e3b\u8981\u6b65\u9aa4<\/h2>\n<h3><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-539\" src=\"https:\/\/www.zhoubin.asia\/wp-content\/uploads\/2024\/01\/Mask_RCNN-2.jpg\" alt=\"\" width=\"846\" height=\"601\" \/><br \/>\n\u7b2c\u4e00\u9636\u6bb5 &#8211; \u533a\u57df\u63d0\u8bae\u751f\u6210\uff1a<\/h3>\n<ol>\n<li><b>\u56fe\u50cf\u626b\u63cf\uff1a<\/b>\u5377\u79ef\u64cd\u4f5c\u4ece\u8f93\u5165\u56fe\u50cf\u4e2d\u63d0\u53d6\u7279\u5f81\u3002<\/li>\n<li><b>\u533a\u57df\u63d0\u8bae\u751f\u6210\uff1a<\/b>\u5229\u7528\u63d0\u53d6\u7684\u7279\u5f81\u56fe\uff0c\u901a\u8fc7\u533a\u57df\u63d0\u8bae\u7f51\u7edc\uff08RPN\uff09\u751f\u6210\u53ef\u80fd\u5305\u542b\u76ee\u6807\u7684\u533a\u57df\u63d0\u8bae\u3002<\/li>\n<\/ol>\n<h3>\u7b2c\u4e8c\u9636\u6bb5 &#8211; \u76ee\u6807\u5206\u7c7b\u3001\u8fb9\u754c\u6846\u56de\u5f52\u548c\u63a9\u819c\u751f\u6210\uff1a<\/h3>\n<ol>\n<li><b>ROI\u6c60\u5316\uff1a<\/b>\u4ece\u8f93\u5165\u56fe\u50cf\u4e2d\u63d0\u53d6\u4e0e\u533a\u57df\u63d0\u8bae\u5bf9\u5e94\u7684\u7279\u5f81\uff0c\u901a\u8fc7ROI\u6c60\u5316\u5c06\u6bcf\u4e2a\u533a\u57df\u63d0\u8bae\u6620\u5c04\u5230\u56fa\u5b9a\u5927\u5c0f\u7684\u7279\u5f81\u56fe\u3002<\/li>\n<li><b>\u76ee\u6807\u5206\u7c7b\u548c\u8fb9\u754c\u6846\u56de\u5f52\uff1a<\/b>\u5c06\u63d0\u53d6\u7684\u7279\u5f81\u8f93\u5165\u5206\u7c7b\u5206\u652f\u548c\u8fb9\u754c\u6846\u56de\u5f52\u5206\u652f\uff0c\u5206\u522b\u9884\u6d4b\u76ee\u6807\u7684\u7c7b\u522b\u548c\u8fb9\u754c\u6846\u4f4d\u7f6e\u3002<\/li>\n<li><b>\u4e8c\u503c\u63a9\u819c\u751f\u6210\uff1a<\/b>\u5f15\u5165\u5168\u5377\u79ef\u7f51\u7edc\uff08FCN\uff09\u5206\u652f\uff0c\u4e3a\u6bcf\u4e2a\u533a\u57df\u63d0\u8bae\u751f\u6210\u4e8c\u503c\u63a9\u819c\uff0c\u8bf4\u660e\u50cf\u7d20\u662f\u5426\u5c5e\u4e8e\u76ee\u6807\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-541\" src=\"https:\/\/www.zhoubin.asia\/wp-content\/uploads\/2024\/01\/Mask_RCNN-4.jpg\" alt=\"\" width=\"910\" height=\"461\" \/><\/li>\n<\/ol>\n<h2>Mask R-CNN\u7684\u4f18\u7f3a\u70b9<\/h2>\n<h3>\u4f18\u70b9\uff1a<\/h3>\n<ul>\n<li><b>\u7cbe\u786e\u7684\u5b9e\u4f8b\u5206\u5272\uff1a<\/b>\u80fd\u591f\u4ee5\u50cf\u7d20\u7ea7\u522b\u51c6\u786e\u5206\u5272\u56fe\u50cf\u4e2d\u7684\u76ee\u6807\u5b9e\u4f8b\u3002<\/li>\n<li><b>\u591a\u4efb\u52a1\u5b66\u4e60\uff1a<\/b>\u540c\u65f6\u5904\u7406\u76ee\u6807\u68c0\u6d4b\u3001\u5206\u7c7b\u548c\u5b9e\u4f8b\u5206\u5272\uff0c\u901a\u8fc7\u591a\u4efb\u52a1\u5b66\u4e60\u66f4\u5168\u9762\u5730\u7406\u89e3\u56fe\u50cf\u5185\u5bb9\u3002<\/li>\n<li><b>\u533a\u57df\u63d0\u8bae\u7f51\u7edc\uff08RPN\uff09\uff1a<\/b>\u6709\u6548\u751f\u6210\u5019\u9009\u76ee\u6807\u533a\u57df\uff0c\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u6027\u3002<\/li>\n<li><b>\u7aef\u5230\u7aef\u8bad\u7ec3\uff1a<\/b>\u652f\u6301\u7aef\u5230\u7aef\u8bad\u7ec3\uff0c\u5728\u4e0d\u540c\u4efb\u52a1\u4e0a\u53d6\u5f97\u66f4\u597d\u7684\u6027\u80fd\u3002<\/li>\n<\/ul>\n<h3>\u7f3a\u70b9\uff1a<\/h3>\n<ul>\n<li><b>\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8\uff1a<\/b>\u7279\u522b\u662f\u5728\u5b9e\u4f8b\u5206\u5272\u65f6\uff0c\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8\uff0c\u53ef\u80fd\u5bfc\u81f4\u8f83\u957f\u7684\u63a8\u7406\u65f6\u95f4\u3002<\/li>\n<li><b>\u5927\u91cf\u6807\u6ce8\u6570\u636e\uff1a<\/b>\u5bf9\u4e8e\u8bad\u7ec3\u9700\u8981\u5927\u91cf\u6807\u6ce8\u6570\u636e\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u5b9e\u4f8b\u5206\u5272\u4efb\u52a1\u3002<\/li>\n<li><b>\u5904\u7406\u5c0f\u76ee\u6807\u7684\u6311\u6218\uff1a<\/b>\u5728\u5904\u7406\u5c0f\u76ee\u6807\u65f6\u53ef\u80fd\u5b58\u5728\u6311\u6218\uff0c\u56e0\u4e3a\u5206\u8fa8\u7387\u9650\u5236\u53ef\u80fd\u5bfc\u81f4\u5c0f\u76ee\u6807\u7684\u50cf\u7d20\u7ea7\u5206\u5272\u4e0d\u591f\u7cbe\u786e\u3002<\/li>\n<li><b>\u6a21\u578b\u590d\u6742\u6027\uff1a<\/b>\u7531\u4e8e\u5f15\u5165\u4e86\u591a\u4e2a\u5206\u652f\u548c\u4efb\u52a1\uff0c\u6a21\u578b\u590d\u6742\u6027\u8f83\u9ad8\uff0c\u53ef\u80fd\u9700\u8981\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\u548c\u5185\u5b58\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mask R-CNN \u6982\u8ff0 \u5b9e\u4f8b\u5206\u5272 vs \u8bed\u4e49\u5206\u5272 \u5b9e\u4f8b\u5206\u5272\u548c\u8bed\u4e49\u5206\u5272\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u4e24\u79cd\u4e0d\u540c\u7684\u56fe\u50cf\u5206\u5272\u4efb\u52a1\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[15,1],"tags":[],"class_list":["post-537","post","type-post","status-publish","format-standard","hentry","category-ai","category-tech"],"_links":{"self":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/comments?post=537"}],"version-history":[{"count":2,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/537\/revisions"}],"predecessor-version":[{"id":553,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/537\/revisions\/553"}],"wp:attachment":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/media?parent=537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/categories?post=537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/tags?post=537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}