{"id":1164,"date":"2024-07-19T09:03:11","date_gmt":"2024-07-19T01:03:11","guid":{"rendered":"http:\/\/tobykskgd.life\/?p=1164"},"modified":"2024-11-14T21:58:58","modified_gmt":"2024-11-14T13:58:58","slug":"56","status":"publish","type":"post","link":"https:\/\/tobykskgd.life\/index.php\/56\/","title":{"rendered":"SAMRS\u6570\u636e\u96c6\u7684\u4e2a\u4eba\u7406\u89e3"},"content":{"rendered":"\n

\u3010SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model\u3011<\/p>\n\n\n\n

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\uff082023.5.3\uff09<\/p>\n\n\n\n

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SAM\u6a21\u578b\u5411\u4eba\u4eec\u5c55\u793a\u4e86\u673a\u5668\u5b66\u4e60\u4e2d\u6570\u636e\u7684\u91cd\u8981\u6027<\/strong>\u3002<\/p>\n\n\n\n

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SAM\u5728RS\u56fe\u50cf\u4e2d\u7684\u5206\u5272\u6548\u679c<\/strong>\uff1a<\/p>\n\n\n\n

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

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\u516d\u79cd\u57fa\u672c\u63d0\u793a\u65b9\u5f0f\uff1a<\/p>\n\n\n\n

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

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HRSC2016\uff1a\u4e3b\u8981\u7528\u4e8e\u8239\u53ea\u68c0\u6d4b\uff0c\u4ec5\u5305\u542b\u4e00\u4e2a\u7c7b\u522b<\/strong>\u3002<\/p>\n\n\n\n

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DOTA-V2.0\uff1a\u4e00\u4e2a\u5927\u89c4\u6a21<\/strong>\u7684\u9065\u611f\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\uff0c\u5305\u542b\u591a\u79cd\u76ee\u6807\u7c7b\u522b<\/strong>\u3002<\/p>\n\n\n\n

\u8f6c\u6362\u524d\uff0c\u901a\u5e38\u5c06DOTA\u6570\u636e\u96c6\u4e2d\u7684\u56fe\u50cf\u88c1\u526a\u4e3a1024 \u00d7 1024\u50cf\u7d20\u7684\u5757<\/strong>\u3002\u76f4\u63a5\u91c7\u7528H-Box\u63d0\u793a\u8fdb\u884c\u8f6c\u6362<\/strong>\uff0c\u751f\u6210\u76f8\u5e94\u7684\u5206\u5272\u6807\u6ce8\u3002<\/p>\n\n\n\n

DIOR\uff1a\u53e6\u4e00\u4e2a\u5927\u89c4\u6a21\u9065\u611f\u76ee\u6807\u68c0\u6d4b\u6570\u636e\u96c6\uff0c\u5177\u6709\u4e30\u5bcc\u7684\u76ee\u6807\u7c7b\u522b\u3002<\/p>\n\n\n\n

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FAIR1M-2.0\uff1a\u4e00\u4e2a\u7ec6\u7c92\u5ea6\u76ee\u6807\u8bc6\u522b\u6570\u636e\u96c6<\/strong>\uff0c\u5305\u542b\u9ad8\u5206\u8fa8\u7387\u7684\u9065\u611f\u56fe\u50cf<\/strong>\u3002<\/p>\n\n\n\n

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SAMRS\u4e2d\u6765\u81ea\u5404\u4e2a\u6570\u636e\u96c6\u4e2d\u7684\u7c7b\u522b\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n

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

SAMRS\u4e2d\u5404\u4e2a\u7c7b\u522b\u7684\u6570\u91cf\u7edf\u8ba1<\/strong>\uff1a<\/p>\n\n\n\n

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

SAMRS\u4e2d\u5404\u4e2a\u5b50\u96c6\u7684\u63a9\u7801\u5927\u5c0f\u7edf\u8ba1<\/strong>\uff1a<\/p>\n\n\n\n

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

\u5b9e\u9a8c\u90e8\u5206<\/h2>\n\n\n\n

\u4e3a\u4e86\u7814\u7a76SAMRS\u5bf9\u5206\u5272\u9884\u8bad\u7ec3(SEP)<\/strong>\u7684\u5f71\u54cd\uff0c\u6587\u7ae0\u91c7\u7528\u4e86\u591a\u79cd\u5206\u5272\u6846\u67b6\u8fdb\u884c\u5b9e\u9a8c\u3002<\/p>\n\n\n\n

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

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\u9aa8\u5e72\u7f51\u7edc\uff08Backbone Network\uff09\u4e2d\u5305\u62ec\u5206\u5c42\u7684\u89c6\u89c9Transformer<\/strong>\uff08\u5982Swin\u3001ViTAEv2\u3001InternImage\uff09\u548c\u975e\u5206\u5c42\u7f51\u7edc<\/strong>\uff08\u5982ViT\u3001ViT-Adapter\u3001ViT-RVSA\uff09\u3002<\/p>\n\n\n\n

\u4e0d\u540c\u65b9\u6cd5\u4f7f\u7528SAMRS\u8bad\u7ec3\u7684\u7ed3\u679c\uff1a<\/p>\n\n\n\n

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

\u9650\u5236\u548c\u672a\u6765\u7684\u5de5\u4f5c\uff1a<\/h2>\n\n\n\n
    \n
  • SAMRS \u5c3d\u7ba1\u6bd4\u73b0\u6709\u9ad8\u5206\u8fa8\u7387\u9065\u611f\u5206\u5272\u6570\u636e\u96c6\u5927\uff0c\u4f46\u4ecd\u5c0f\u4e8e\u5982 ImageNet \u8fd9\u6837\u7684\u9884\u8bad\u7ec3\u5206\u7c7b\u6570\u636e\u96c6<\/strong>\u3002<\/li>\n\n\n\n
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    \u3010SAMRS: Scaling-up Remote Sensing Segmentation Dataset […]<\/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-1164","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\/1164","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=1164"}],"version-history":[{"count":2,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/1164\/revisions"}],"predecessor-version":[{"id":1848,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/1164\/revisions\/1848"}],"wp:attachment":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/media?parent=1164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/categories?post=1164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/tags?post=1164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}