{"id":6340,"date":"2022-09-12T09:21:46","date_gmt":"2022-09-12T01:21:46","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=6340"},"modified":"2022-09-12T09:21:46","modified_gmt":"2022-09-12T01:21:46","slug":"%e5%9f%ba%e4%ba%8e%e6%98%87%e8%85%beai%ef%bc%8c%e7%a9%ba%e5%a4%a9%e9%99%a2%e6%90%ba%e6%89%8b%e5%8d%8e%e4%b8%ba%e5%8f%91%e5%b8%83%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aa%e8%b7%a8%e6%a8%a1%e6%80%81%e9%81%a5","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2022\/09\/12\/6340\/","title":{"rendered":"\u57fa\u4e8e\u6607\u817eAI\uff0c\u7a7a\u5929\u9662\u643a\u624b\u534e\u4e3a\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u8de8\u6a21\u6001\u9065\u611f\u6570\u636e\u5927\u6a21\u578b"},"content":{"rendered":"<div class=\"con_r_text_con\">\n<p class=\"bg_hui\">8\u670820\u65e5\uff0c\u5728\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5927\u4f1a\u7684\u534e\u4e3a\u6607\u601dMindSpore\u6280\u672f\u8bba\u575b\u4e0a\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u7a7a\u5929\u4fe1\u606f\u521b\u65b0\u7814\u7a76\u9662\uff08\u4ee5\u4e0b\u7b80\u79f0\u201c\u7a7a\u5929\u9662\u201d<\/p>\n<div>\n<p>8\u670820\u65e5\uff0c\u5728\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5927\u4f1a\u7684\u534e\u4e3a\u6607\u601dMindSpore\u6280\u672f\u8bba\u575b\u4e0a\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u7a7a\u5929\u4fe1\u606f\u521b\u65b0\u7814\u7a76\u9662\uff08\u4ee5\u4e0b\u7b80\u79f0\u201c\u7a7a\u5929\u9662\u201d\uff09\u53d1\u5e03\u4e86\u9996\u4e2a\u9762\u5411\u8de8\u6a21\u6001\u9065\u611f\u6570\u636e\u7684\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u5927\u6a21\u578b\u201c\u7a7a\u5929.\u7075\u7738\u201d\uff08RingMo\uff0cRemote Sensing Foundation Model\uff09\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6343\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/QQ\u56fe\u724720220912091424-1-300x174-1.png\" width=\"300\" height=\"174\" alt=\"\" \/><\/p>\n<p>\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u73b0\u573a\u53d1\u5e03\u56fe<\/p>\n<p><strong>\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u662f<\/strong><strong>\u7a7a\u5929\u9662\u8054\u5408<\/strong><strong>\u5317\u4eac\u6607\u817e\u4eba\u5de5\u667a\u80fd\u751f\u6001\u521b\u65b0\u4e2d\u5fc3\u6280\u672f\u56e2\u961f\uff0c\u57fa\u4e8e<\/strong><strong>\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u4e2d\u5fc3<\/strong><strong>\u7684\u6607\u817eAI\u6f8e\u6e43<\/strong><strong>\u7b97\u529b\u8bad\u7ec3<\/strong><strong>\u800c\u5b8c\u6210\u3002<\/strong>\u5728\u6607\u817eAI\u57fa\u7840\u8f6f\u786c\u4ef6\u5e73\u53f0\u7684\u652f\u6301\u4e0b\uff0c\u5c24\u5176\u662f\u4f9d\u6258\u6607\u601dMindSpore AI\u6846\u67b6\u539f\u751f\u652f\u6301\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u7684\u5e76\u884c\u8bad\u7ec3\u53ca\u4e0b\u6e38\u4efb\u52a1\u5f00\u53d1\u5f97\u4ee5\u52a0\u901f\u5b9e\u73b0\uff0c\u5df2\u57288\u4e2a\u56fd\u9645\u6807\u51c6\u6570\u636e\u96c6\u4e0a\u8fbe\u5230\u9886\u5148\u6c34\u5e73\uff0c\u586b\u8865\u4e86\u8de8\u6a21\u6001\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u6a21\u578b\u5728\u9065\u611f\u9886\u57df\u7684\u7a7a\u767d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6344\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PIX1-1.jpg\" width=\"550\" height=\"309\" alt=\"\u4e91\u56fe\u7247\" title=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PIX1-1.jpg 550w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PIX1-1-300x169.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" 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Transformer\u7b49Transformer\u7c7b\u9aa8\u5e72\u7f51\u7edc\uff0c\u8be5\u5927\u6a21\u578b\u53ef\u5bf9\u9065\u611f\u6570\u636e\u7684\u5c40\u90e8\u548c\u5168\u5c40\u7279\u5f81\u7684\u4f9d\u8d56\u5173\u7cfb\u8fdb\u884c\u6709\u6548\u5efa\u6a21\uff0c\u5e76\u7ed3\u5408\u76ee\u6807\u7279\u6027\u5f15\u5bfc\u7684\u81ea\u76d1\u7763\u5b66\u4e60\u65b9\u6cd5\uff0c\u901a\u8fc7\u5f15\u5165\u51e0\u4f55\u3001\u7535\u78c1\u3001\u76ee\u6807\u7ed3\u6784\u7b49\u591a\u7279\u6027\u7ea6\u675f\uff0c\u8ba9\u9065\u611f\u5730\u7269\u901a\u7528\u7279\u5f81\u53ef\u88ab\u81ea\u52a8\u63d0\u53d6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6345\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PL116-2.jpg\" width=\"550\" height=\"171\" alt=\"\u4e91\u56fe\u7247\" title=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PL116-2.jpg 550w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PL116-2-300x93.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\uff08<\/strong><strong>2<\/strong><strong>\uff09\u62e5\u6709\u8de8\u6a21\u6001\u9065\u611f\u6570\u636e\u96c6<\/strong><\/p>\n<p>\u4e3a\u63d0\u5347\u9065\u611f\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u7279\u5f81\u8868\u8fbe\u80fd\u529b\uff0c\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u7684\u6570\u636e\u96c6\u5305\u542b\u4e86200\u591a\u4e07\u5e45\u5206\u8fa8\u7387\u4e3a0.1m\u523030m\u7684\u9065\u611f\u5f71\u50cf\uff0c\u5206\u522b\u6765\u6e90\u4e8e\u4e2d\u56fd\u9065\u611f\u536b\u661f\u5730\u9762\u7ad9\u3001\u822a\u7a7a\u9065\u611f\u98de\u673a\u7b49\u5e73\u53f0\uff0c\u4ee5\u53ca\u9ad8\u5206\u7cfb\u5217\u536b\u661f\u3001\u5409\u6797\u536b\u661f\u3001QuickBird\u536b\u661f\u7b49\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u5728\u6570\u636e\u96c6\u4e2d\u5305\u542b\u4e861\u4ebf\u591a\u5177\u6709\u4efb\u610f\u89d2\u5ea6\u5206\u5e03\u7684\u76ee\u6807\u5b9e\u4f8b\uff0c\u8986\u76d6\u5168\u7403150\u591a\u4e2a\u5178\u578b\u57ce\u5e02\u3001\u4e61\u9547\u4ee5\u53ca\u5e38\u7528\u673a\u573a\u3001\u6e2f\u53e3\u7b49\u573a\u666f\u3002\u6240\u7528\u6837\u672c\u6570\u636e\u5177\u5907\u9065\u611f\u4e13\u4e1a\u7279\u8272\uff0c\u4e14\u6574\u4e2a\u6837\u672c\u96c6\u90fd\u65e0\u9700\u6807\u6ce8\uff0c\u80fd\u5927\u5e45\u8282\u7701\u8bad\u7ec3\u6570\u636e\u6807\u6ce8\u6210\u672c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6346\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PMR9-3.jpg\" width=\"550\" height=\"354\" alt=\"\u4e91\u56fe\u7247\" title=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PMR9-3.jpg 550w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PMR9-3-300x193.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\uff08<\/strong><strong>3<\/strong><strong>\uff09\u5177\u5907\u5e94\u7528\u4efb\u52a1\u6cdb\u5316\u80fd\u529b<\/strong><\/p>\n<p>\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u5177\u5907\u9065\u611f\u6570\u636e\u7406\u89e3\u3001\u590d\u539f\u80fd\u529b\uff0c\u53ef\u5b9e\u73b0\u5bf9\u8de8\u6a21\u6001\u9065\u611f\u6570\u636e\u7684\u5171\u6027\u8bed\u4e49\u7a7a\u95f4\u8fdb\u884c\u8868\u5f81\u3002<\/p>\n<p>\u9488\u5bf9\u4e0d\u540c\u7684\u4e0b\u6e38\u4efb\u52a1\u4ec5\u9700\u4fee\u6539\u9884\u6d4b\u5934\u90e8\u7f51\u7edc\uff0c\u5373\u53ef\u7075\u6d3b\u5feb\u901f\u8fc1\u79fb\u5230\u4e0d\u540c\u9886\u57df\u7684\u4e0b\u6e38\u4efb\u52a1\u4e2d\uff0c\u8fdb\u884c\u7b80\u5355\u5fae\u8c03\u540e\u53ef\u9002\u5e94\u591a\u76ee\u6807\u7ec6\u7c92\u5ea6\u5206\u7c7b\u3001\u5c0f\u76ee\u6807\u68c0\u6d4b\u8bc6\u522b\u3001\u590d\u6742\u5730\u7269\u63d0\u53d6\u7b49\u4efb\u52a1\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6347\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PLb6-4.jpg\" width=\"550\" height=\"167\" alt=\"\u4e91\u56fe\u7247\" title=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PLb6-4.jpg 550w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/143PLb6-4-300x91.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\uff084\uff09\u5e7f\u6cdb\u7684\u4ea7\u4e1a\u5e94\u7528\u65b9\u5411<\/strong><\/p>\n<p>\u4ece\u76ee\u6807\u68c0\u6d4b\u8bc6\u522b\u3001\u5730\u7269\u8981\u7d20\u5206\u7c7b\u7b49\u4efb\u52a1\u7684\u5b9e\u6d4b\u6bd4\u8f83\u770b\uff0c\u76f8\u5bf9\u4e8e\u4e1a\u754c\u901a\u7528\u7684\u89c6\u89c9\u6a21\u578b\uff0c\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u5bf9\u9065\u611f\u6570\u636e\u5e94\u7528\u6548\u679c\u7684\u63d0\u5347\u662f\u663e\u8457\u7684\u3002<\/p>\n<p><strong>\u53ef\u9884\u89c1\uff0c\u5728\u672a\u6765\uff0c\u57fa\u4e8e\u6607\u817e<\/strong>AI\u7684\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u7684\u5e94\u7528\u4e0d\u6b62\u4e8e\u5728\u5b9e\u666f\u4e09\u7ef4\u7b49\u9886\u57df\uff0c\u6216\u5c06\u8fdb\u4e00\u6b65\u63a8\u5e7f\u81f3\u56fd\u571f\u8d44\u6e90\u3001\u4f4f\u5efa\u4ea4\u901a\u3001\u6c34\u5229\u73af\u4fdd\u7b49\u66f4\u591a\u884c\u4e1a\uff0c\u4e3a\u5929\u4e34\u7a7a\u5730\u4e00\u4f53\u5316\u5e94\u7528\u63d0\u4f9b\u6574\u5957\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u201c\u7a7a\u5929.\u7075\u7738\u201d\u5927\u6a21\u578b\u7684\u76f8\u5173\u6210\u679c\u5df2\u5728\u9065\u611f\u9886\u57df\u9876\u520a\u300aIEEE Transactions on Geoscience and Remote Sensing\u300b\u4e0a\u516c\u5f00\u53d1\u8868\u3002<\/p>\n<p><strong>\u76f8\u5173\u8bba\u6587\u4fe1\u606f\uff1a<\/strong><\/p>\n<p>&#8220;RingMo: A Remote Sensing Foundation Model with Masked Image Modeling,&#8221; in IEEE Transactions on Geoscience and Remote Sensing, 2022, doi: 10.1109\/TGRS.2022.3194732.<\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/ieeexplore.ieee.org\/abstract\/document\/9844015<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_6340\" class=\"pvc_stats total_only  \" data-element-id=\"6340\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 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