{"id":937,"date":"2024-07-13T07:15:39","date_gmt":"2024-07-12T23:15:39","guid":{"rendered":"http:\/\/tobykskgd.life\/?p=937"},"modified":"2024-11-14T22:04:43","modified_gmt":"2024-11-14T14:04:43","slug":"44","status":"publish","type":"post","link":"https:\/\/tobykskgd.life\/index.php\/44\/","title":{"rendered":"MobileSAMv2\u7684\u4e2a\u4eba\u7406\u89e3"},"content":{"rendered":"\n

\u3010MobileSAMv2: Faster Segment Anything to Everything\u3011<\/p>\n\n\n\n

\u672c\u7bc7\u6587\u7ae0\u662f\u4e2a\u4eba\u770b\u6587\u732e\u7684\u4e00\u4e9b\u603b\u7ed3\u548c\u4e2a\u4eba\u7684\u60f3\u6cd5\uff0c\u90fd\u662f\u4e2a\u4eba\u770b\u8fc7\u6587\u7ae0\u4e4b\u540e\u7684\u7406\u89e3\uff0c\u4e0d\u4fdd\u8bc1\u4e00\u5b9a\u662f\u5bf9\u7684\uff0c\u5982\u679c\u6211\u7684\u7406\u89e3\u6709\u9519\uff0c\u6b22\u8fce\u7ea0\u6b63\u3002<\/p>\n\n\n\n

\uff082023.12.15\uff09<\/p>\n\n\n\n

\n
\"\"<\/div><\/figure>\n<\/div>\n\n\n\n

SegAny\u7684\u8ba1\u7b97\u74f6\u9888\u5728\u4e8e\u5176\u56fe\u50cf\u7f16\u7801\u5668<\/strong>\uff0c\u800cSegEvery\u7684\u8ba1\u7b97\u74f6\u9888\u4e3b\u8981\u5728\u4e8e\u5bf9\u7f51\u683c\u641c\u7d22\u5bc6\u5ea6\u8981\u6c42\u8f83\u9ad8\u7684\u63a9\u7801\u89e3\u7801\u5668<\/strong>\u3002<\/p>\n\n\n\n

\"\"<\/div><\/figure>\n\n\n\n

SegEvery\u4e0d\u662f\u4e00\u4e2a\u63d0\u793a\u7684\u5206\u5272\u4efb\u52a1<\/strong>\uff0c\u56e0\u6b64\u63a9\u7801\u53ef\u4ee5\u76f4\u63a5\u751f\u6210\u800c\u4e0d\u4f7f\u7528\u63d0\u793a<\/strong>\u3002MobileSAMv2\u901a\u8fc7\u5bf9\u8c61\u53d1\u73b0\u76f4\u63a5\u751f\u6210\u6700\u7ec8\u7684\u6709\u6548\u63a9\u7801<\/strong>\u53ef\u4ee5\u51cf\u5c11\u63a9\u7801\u89e3\u7801\u5668\u7684\u603b\u65f6\u95f4<\/strong>\uff0c\u4ece\u800c\u63d0\u9ad8SegEvery\u4efb\u52a1\u7684\u6548\u7387\u3002\u901a\u8fc7\u5b9e\u9a8c\u53d1\u73b0\uff0cMobileSAMv2\u5728\u6570\u636e\u96c6LVIS\u7684\u96f6\u6837\u672c\u5bf9\u8c61\u63d0\u8bae\u4efb\u52a1\u4e2d\u6709\u7740\u8f83\u9ad8\u7684\u6027\u80fd\u8868\u73b0<\/strong>\u3002MobileSAMv2\u4e0d\u4ec5\u63d0\u9ad8\u4e86SegEvery\u7684\u901f\u5ea6<\/strong>\uff0c\u5e76\u4e14\u5176\u517c\u5bb9Mobile SAM\u4e2d\u84b8\u998f\u7684\u8f7b\u91cf\u7ea7\u56fe\u50cf\u7f16\u7801\u5668<\/strong>\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u6548\u7684SegAny\u548cSegEvery\u4efb\u52a1<\/strong>\u3002<\/p>\n\n\n\n

MobileSAMv2\u7684SegEvery\u6846\u67b6\u5305\u62ec\u4e24\u4e2a\u9636\u6bb5:\u5bf9\u8c61\u611f\u77e5\u63d0\u793a\u91c7\u6837\uff08Object-Aware Prompt Sampling\uff09<\/strong>\u548c\u63d0\u793a\u5f15\u5bfc\u63a9\u7801\u89e3\u7801\uff08Prompt-guided Mask Decoding\uff09<\/strong>\u3002<\/p>\n\n\n\n

\u5bf9\u8c61\u611f\u77e5\u63d0\u793a\u91c7\u6837\uff1a\u901a\u8fc7\u5bf9\u8c61\u68c0\u6d4b\u6a21\u578b\uff08YOLOv8\uff09\u5b9a\u4f4d\u7269\u4f53\u7684\u8fb9\u754c\u6846<\/strong>\uff0c\u4f46\u4e0d\u8fdb\u884c\u5206\u7c7b<\/strong>\u3002\u5bf9\u8c61\u68c0\u6d4b\u6a21\u578bYOLOv8\u5728SA-1B\u6570\u636e\u96c6\u7684\u4e00\u5c0f\u90e8\u5206\u4e0a\u8fdb\u884c\u8bad\u7ec3<\/strong>\uff0c\u589e\u5f3a\u5176\u6cdb\u5316\u80fd\u529b<\/strong>\u3002<\/p>\n\n\n\n

\u63d0\u793a\u5f15\u5bfc\u63a9\u7801\u89e3\u7801\uff1a\u6700\u7ec8\u9009\u62e9\u4f7f\u7528\u8fb9\u754c\u6846<\/strong>\u4f5c\u4e3a\u63d0\u793a\u7684\u7b56\u7565\uff0c\u56e0\u4e3a\u5b83\u76f8\u6bd4\u4e8e\u70b9\u63d0\u793a\u66f4\u5177\u4fe1\u606f\u91cf<\/strong>\uff0c\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u63a9\u7801<\/strong>\uff0c\u51cf\u5c11\u4e86\u6b67\u4e49\u6027<\/strong>\uff0c\u9002\u5408\u4e8e\u9ad8\u6548\u7684SegEvery\u3002<\/p>\n\n\n\n

\u6700\u7ec8\u6a21\u578b\u901f\u5ea6\u6709\u8f83\u597d\u7684\u63d0\u5347\uff1a<\/p>\n\n\n\n

\"\"<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"

\u3010MobileSAMv2: Faster Segment Anything to Everything\u3011 \u672c\u7bc7 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33],"tags":[3,25,35,7,8,34],"class_list":["post-937","post","type-post","status-publish","format-standard","hentry","category-wxyd","tag-xxbj","tag-xd","tag-wxyd","tag-jjxx","tag-deeplearning","tag-lw"],"_links":{"self":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/937","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/comments?post=937"}],"version-history":[{"count":2,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/937\/revisions"}],"predecessor-version":[{"id":1854,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/937\/revisions\/1854"}],"wp:attachment":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/media?parent=937"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/categories?post=937"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/tags?post=937"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}