{"id":38581,"date":"2025-02-18T22:00:52","date_gmt":"2025-02-18T14:00:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=38581"},"modified":"2025-02-18T22:00:52","modified_gmt":"2025-02-18T14:00:52","slug":"%e8%87%aa%e5%8a%a8%e5%8c%96%e3%80%81%e9%ab%98%e7%b2%be%e5%ba%a6%ef%bc%8c%e5%91%8a%e5%88%ab%e4%ba%ba%e5%b7%a5%e6%b5%8b%e9%87%8f%ef%bc%81meta-sam%e6%a8%a1%e5%9e%8b%e9%ab%98%e6%95%88%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38581","title":{"rendered":"\u81ea\u52a8\u5316\u3001\u9ad8\u7cbe\u5ea6\uff0c\u544a\u522b\u4eba\u5de5\u6d4b\u91cf\uff01Meta SAM\u6a21\u578b\u9ad8\u6548\u89e3\u6790\u590d\u6742\u7eb3\u7c73\u9897\u7c92"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u81ea\u52a8\u5316\u3001\u9ad8\u7cbe\u5ea6\uff0c\u544a\u522b\u4eba\u5de5\u6d4b\u91cf\uff01Meta SAM\u6a21\u578b\u9ad8\u6548\u89e3\u6790\u590d\u6742\u7eb3\u7c73\u9897\u7c92<\/a><\/p>\n

<\/a><\/p>\n

\u7f16\u8f91 | 2049<\/p>\n

\u5728\u6750\u6599\u79d1\u5b66\u9886\u57df\uff0c\u7eb3\u7c73\u9897\u7c92\u7684\u5f62\u6001\u7279\u5f81\u76f4\u63a5\u51b3\u5b9a\u4e86\u5176\u7269\u7406\u5316\u5b66\u6027\u8d28\u4e0e\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n

\u7136\u800c\uff0c\u9762\u5bf9\u7535\u5b50\u663e\u5fae\u955c\u56fe\u50cf\u4e2d\u6570\u4ee5\u5343\u8ba1\u7684\u9897\u7c92\uff0c\u4f20\u7edf\u7684\u4eba\u5de5\u6d4b\u91cf\u65b9\u6cd5\u9700\u8981\u8017\u8d39\u6570\u5341\u5c0f\u65f6\uff0c\u4e14\u6613\u53d7\u4e3b\u89c2\u504f\u5dee\u5f71\u54cd\uff1b\u800c\u57fa\u4e8e\u5206\u6c34\u5cad\u7b97\u6cd5\u7b49\u534a\u81ea\u52a8\u5de5\u5177\uff0c\u5219\u96be\u4ee5\u51c6\u786e\u5206\u5272\u9ad8\u5ea6\u91cd\u53e0\u7684\u590d\u6742\u9897\u7c92\u7ed3\u6784\u3002<\/p>\n

\u5fb7\u56fd\u5eb7\u65af\u5766\u8328\u5927\u5b66\u4e0e\u5df4\u897f\u7c73\u7eb3\u65af\u5409\u62c9\u65af\u8054\u90a6\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u89e3\u51b3\u65b9\u6848\uff1a\u5229\u7528\u9884\u8bad\u7ec3\u4eba\u5de5\u667a\u80fd<\/mark>\u6a21\u578b\uff08Segment Anything Model\uff0c SAM\uff09\u5b9e\u73b0\u7eb3\u7c73\u9897\u7c92\u7684\u81ea\u52a8\u5316\u5206\u5272\u4e0e\u5f62\u6001\u5206\u6790\u3002<\/p>\n

\u8be5\u7814\u7a76\u4ee5\u300cPre-trained artificial intelligence-aided analysis of nanoparticles using the segment anything model<\/em>\u300d\u4e3a\u9898\uff0c\u53d1\u8868\u4e8e 2025 \u5e74 2 \u6708 17 \u65e5\u7684\u300aScientific Reports<\/em>\u300b\u3002<\/p>\n

<\/a><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41598-025-86327-x<\/em><\/p>\n

\u6570\u636e\u96c6\uff1ahttps:\/\/kondata.uni-konstanz.de\/radar\/en\/dataset\/EsfTYSZxEqPwiVkZ?token=JkMlsbdRVNoyALehTOiy<\/em><\/p>\n

\u4ee3\u7801\u5730\u5740\uff1ahttps:\/\/github.com\/brunoaugustoam\/AnalysisOfNanoparticlesUsingSAM<\/em><\/p>\n

\u7814\u7a76\u80cc\u666f<\/strong><\/p>\n

\u7eb3\u7c73\u9897\u7c92\u7684\u5f62\u6001\u5206\u6790\u662f\u80f6\u4f53\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u548c\u751f\u7269\u533b\u5b66\u7b49\u9886\u57df\u7684\u6838\u5fc3\u8bfe\u9898\u3002\u4ee5\u54d1\u94c3\u5f62\uff08\u53cc\u74e3\uff09\u548c\u4e09\u805a\u4f53\uff08\u4e09\u74e3\uff09\u9897\u7c92\u4e3a\u4f8b\uff0c\u5176\u81ea\u7ec4\u88c5\u884c\u4e3a\u4e0e\u6d41\u4f53\u529b\u5b66\u7279\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5404\u5b50\u7ed3\u6784\u7684\u5c3a\u5bf8\u3001\u95f4\u8ddd\u548c\u7a7a\u95f4\u6784\u578b\u3002<\/p>\n

\u4f20\u7edf\u65b9\u6cd5\u4f9d\u8d56\u4eba\u5de5\u6807\u6ce8\u6216\u5206\u6c34\u5cad\u7b97\u6cd5\uff0c\u524d\u8005\u6548\u7387\u4f4e\u4e0b\u4e14\u6613\u5f15\u5165\u4e3b\u89c2\u8bef\u5dee\uff0c\u540e\u8005\u5bf9\u91cd\u53e0\u533a\u57df\u7684\u8bc6\u522b\u80fd\u529b\u6709\u9650\u3002\u4f8b\u5982\uff0c\u5728\u5206\u6790\u4e09\u805a\u4f53\u65f6\uff0c\u5206\u6c34\u5cad\u7b97\u6cd5\u5e38\u56e0\u74e3\u72b6\u7ed3\u6784\u6295\u5f71\u91cd\u53e0\u800c\u65e0\u6cd5\u533a\u5206\u4e2d\u95f4\u74e3\uff08T2\uff09\u4e0e\u76f8\u90bb\u74e3\uff08T3\uff09\uff0c\u5bfc\u81f4\u540e\u7eed\u7684\u51e0\u4f55\u53c2\u6570<\/mark>\u8ba1\u7b97\u5931\u771f\u3002<\/p>\n

\u8fd1\u5e74\u6765\uff0c\u5c3d\u7ba1\u6df1\u5ea6\u5b66\u4e60<\/mark>\u5728\u56fe\u50cf\u5206\u5272<\/mark>\u9886\u57df\u53d6\u5f97\u8fdb\u5c55\uff0c\u4f46\u9488\u5bf9\u7eb3\u7c73\u9897\u7c92\u7684\u4e13\u7528\u6a21\u578b\u4ecd\u9700\u5927\u91cf\u6807\u6ce8\u6570\u636e\u8bad\u7ec3\uff0c\u9650\u5236\u4e86\u5176\u901a\u7528\u6027\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u6ce8\u610f\u5230\uff0cMeta \u4e8e 2023 \u5e74\u63d0\u51fa\u7684 SAM \u6a21\u578b\u901a\u8fc7\u6d77\u91cf\u901a\u7528\u5206\u5272\u4efb\u52a1\u9884\u8bad\u7ec3\uff0c\u5177\u5907\u96f6\u6837\u672c\uff08zero-shot\uff09\u8fc1\u79fb\u80fd\u529b\uff0c\u4e3a\u590d\u6742\u9897\u7c92\u5206\u6790\u63d0\u4f9b\u4e86\u65b0\u601d\u8def\u3002<\/p>\n

\u6838\u5fc3\u7406\u5ff5\uff1a\u96f6\u6837\u672c\u8fc1\u79fb\u7684\u667a\u80fd\u5206\u5272<\/strong><\/p>\n

SAM \u6a21\u578b\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5176\u901a\u7528\u6027\uff1a\u65e0\u9700\u9488\u5bf9\u7eb3\u7c73\u9897\u7c92\u8fdb\u884c\u5fae\u8c03\uff0c\u4ec5\u901a\u8fc7\u5355\u6b21\u524d\u5411\u4f20\u64ad\u5373\u53ef\u751f\u6210\u9ad8\u8d28\u91cf\u5206\u5272\u63a9\u819c\u3002<\/p>\n

<\/a><\/p>\n

\u56fe\u793a\uff1a\u5206\u6c34\u5cad\u7b97\u6cd5\u4e0e SAM \u5728\u7eb3\u7c73\u7403\u5206\u5272\u4e2d\u7684\u5bf9\u6bd4\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u7814\u7a76\u56e2\u961f\u9488\u5bf9\u7535\u5b50\u663e\u5fae\u955c\u56fe\u50cf\u7279\u70b9\uff0c\u4f18\u5316\u4e86 SAM \u7684\u91c7\u6837\u70b9\u5bc6\u5ea6\u548c\u7a33\u5b9a\u6027\u9608\u503c\uff0c\u5e76\u5f00\u53d1\u540e\u5904\u7406\u7b97\u6cd5\u8fc7\u6ee4\u80cc\u666f\u566a\u58f0\u4e0e\u975e\u76ee\u6807\u533a\u57df\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u8ba1\u7b97\u63a9\u819c\u7684\u5706\u5f62\u5ea6\uff08>0.85\uff09\u548c\u957f\u5bbd\u6bd4\uff08<1.15\uff09\uff0c\u6709\u6548\u6392\u9664\u4e0d\u89c4\u5219\u5e72\u6270\u7269\u3002<\/p>\n

\u5bf9\u4e8e\u591a\u74e3\u7ed3\u6784\uff0cSAM \u53ef\u72ec\u7acb\u5206\u5272\u5404\u5b50\u7ed3\u6784\uff0c\u4f46\u9700\u901a\u8fc7\u540e\u5904\u7406\u786e\u5b9a\u5176\u5f52\u5c5e\u5173\u7cfb\u3002\u7814\u7a76\u63d0\u51fa\u57fa\u4e8e\u8d28\u5fc3\u8ddd\u79bb\u6700\u5c0f\u5316\u7684\u5206\u914d\u7b56\u7565\uff1a\u9996\u5148\u5206\u5272\u5b8c\u6574\u9897\u7c92\uff0c\u518d\u8bc6\u522b\u5185\u90e8\u5b50\u7ed3\u6784\uff0c\u6700\u540e\u901a\u8fc7\u8d28\u5fc3\u7a7a\u95f4\u5173\u7cfb\u5c06\u5b50\u7ed3\u6784\u5f52\u7c7b\u81f3\u6bcd\u4f53\u3002<\/p>\n

\u8fd9\u4e00\u65b9\u6cd5\u7a81\u7834\u4e86\u4f20\u7edf\u5206\u6c34\u5cad\u7b97\u6cd5\u9700\u591a\u6b21\u8c03\u8282\u654f\u611f\u5ea6\u7684\u5c40\u9650\uff0c\u5b9e\u73b0\u4e86\u4ece\u5355\u9897\u7c92\u5230\u591a\u7ea7\u5b50\u7ed3\u6784\u7684\u4e00\u4f53\u5316\u5206\u6790\u3002<\/p>\n

<\/a><\/p>\n

\u56fe\u793a\uff1a\u54d1\u94c3\u72b6\u9897\u7c92\u663e\u5fae\u56fe\u50cf\u5206\u5272<\/mark>\u7684\u6bd4\u8f83\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

\u5b9e\u9a8c\u9a8c\u8bc1\uff1a\u7cbe\u5ea6\u4e0e\u6548\u7387\u7684\u53cc\u91cd\u63d0\u5347<\/strong><\/p>\n

\u7814\u7a76\u56e2\u961f\u9009\u53d6\u7eb3\u7c73\u7403\uff08SphPS\uff09\u3001\u54d1\u94c3\u5f62\uff08DiPS\uff09\u548c\u4e09\u805a\u4f53\uff08TriPS\uff09\u4e09\u7c7b\u6a21\u578b\u9897\u7c92\u8fdb\u884c\u9a8c\u8bc1\u3002\u5bf9\u6bd4\u624b\u52a8\u6d4b\u91cf\uff08MM\uff09\u3001\u5206\u6c34\u5cad\u53c2\u8003\u65b9\u6cd5\uff08RM\uff09\u548c SAM \u65b9\u6cd5\u53d1\u73b0\uff1a<\/p>\n

    \n
  1. \n

    \u7eb3\u7c73\u7403\uff08SphPS\uff09\u5206\u6790<\/strong>\uff1aSAM \u7684\u76f4\u5f84\u6d4b\u91cf\u5747\u503c\uff08134 nm\uff09\u4e0e\u624b\u52a8\u6d4b\u91cf\uff08132 nm\uff09\u504f\u5dee <2%\uff0c\u4e14\u5206\u5e03\u66f4\u96c6\u4e2d\uff08PDI=1.0009 vs 1.0018\uff09\uff0c\u8bc1\u660e\u5176\u5206\u5272\u4e00\u81f4\u6027\u66f4\u4f18\u3002<\/p>\n<\/li>\n<\/ol>\n

    <\/a><\/p>\n

    \u56fe\u793a\uff1a\u4e09\u7c7b\u65b9\u6cd5\u5728 SphPS \u76f4\u5f84\u6d4b\u91cf\u4e2d\u7684\u7edf\u8ba1\u5bf9\u6bd4\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

      \n
    1. \n

      \u54d1\u94c3\u5f62\uff08DiPS\uff09\u9897\u7c92<\/strong>\uff1aSAM \u51c6\u786e\u5206\u5272\u53cc\u74e3\u7ed3\u6784\uff0c\u6d4b\u5f97\u5927\u74e3\uff08D1\uff09\u4e0e\u5c0f\u74e3\uff08D2\uff09\u76f4\u5f84\u5206\u522b\u4e3a 180 nm \u548c 164 nm\uff0c\u4e0e RM \u7ed3\u679c\u9ad8\u5ea6\u543b\u5408\uff08\u504f\u5dee <4%\uff09\uff0c\u74e3\u95f4\u8ddd\uff08lD1D2\uff09\u8bef\u5dee\u4ec5 1.6%\u3002<\/p>\n<\/li>\n<\/ol>\n

      <\/a><\/p>\n

      \u56fe\u793a\uff1a\u4f7f\u7528 RM \u548c SAM \u5bf9 DiPS \u6837\u54c1\u83b7\u5f97\u7684\u5f62\u6001\u6570\u636e\u6982\u89c8\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

        \n
      1. \n

        \u4e09\u805a\u4f53\uff08TriPS\uff09\u6311\u6218<\/strong>\uff1aSAM \u6210\u529f\u533a\u5206\u91cd\u53e0\u74e3\u7ed3\u6784\uff0c\u6d4b\u5f97\u4e09\u74e3\u5939\u89d2\uff08\u03b8\uff09\u5747\u503c\u4e3a 146\u00b0\uff0c\u800c RM \u56e0\u624b\u52a8\u6807\u6ce8\u91cd\u53e0\u5bfc\u81f4\u89d2\u5ea6\u504f\u5927\uff08154\u00b0\uff09\u3002SAM \u8fd8\u9996\u6b21\u5b9e\u73b0\u4e86\u975e\u91cd\u53e0\u63a9\u819c\u4e0b\u7684\u8d28\u5fc3\u5b9a\u4f4d\uff0c\u663e\u8457\u63d0\u5347\u4e86\u95f4\u8ddd\u6d4b\u91cf\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/li>\n<\/ol>\n

        <\/a><\/p>\n

        \u56fe\u793a\uff1a\u4f7f\u7528 RM \u548c SAM \u83b7\u5f97\u7684 TriPS \u6837\u54c1\u5f62\u6001\u6570\u636e\u6982\u89c8\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

        \u4e0e\u4f20\u7edf\u624b\u52a8\u65b9\u6cd5\uff08\u7ea610\u5c0f\u65f6\/\u56fe\u50cf\u96c6\uff09\u76f8\u6bd4\uff0cSAM\u5b9e\u73b0\u4e86\u5168\u81ea\u52a8\u5355\u56fe\u50cf\u5206\u6790\uff0c\u5e76\u901a\u8fc7\u975e\u91cd\u53e0\u63a9\u819c\u6280\u672f\u663e\u8457\u51cf\u5c11\u4e86\u4eba\u4e3a\u504f\u5dee\u3002<\/p>\n

        \u7136\u800c\uff0c\u5176\u4ecd\u9762\u4e34\u4e24\u4e2a\u6311\u6218\uff1a\u4e00\u662f\u5bf9\u6781\u7aef\u5c3a\u5bf8\u9897\u7c92\u7684\u654f\u611f\u6027\u9700\u8fdb\u4e00\u6b65\u4f18\u5316\uff1b\u4e8c\u662f\u9700\u5f00\u53d1\u66f4\u9c81\u68d2\u7684\u5206\u914d\u7b97\u6cd5\u4ee5\u5904\u7406\u9ad8\u5bc6\u5ea6\u9897\u7c92\u805a\u96c6\u573a\u666f\u3002<\/p>\n

        \u672a\u6765\u5c55\u671b<\/strong><\/p>\n

        \u672c\u7814\u7a76\u5c06\u901a\u7528\u5206\u5272\u6a21\u578b SAM \u5f15\u5165\u7eb3\u7c73\u9897\u7c92\u8868\u5f81\u9886\u57df\uff0c\u5b9e\u73b0\u4e86\u590d\u6742\u7ed3\u6784\u7684\u81ea\u52a8\u5316\u3001\u9ad8\u7cbe\u5ea6\u89e3\u6790\u3002\u5176\u96f6\u6837\u672c\u8fc1\u79fb\u80fd\u529b\u4e0d\u4ec5\u964d\u4f4e\u4e86\u6280\u672f\u95e8\u69db\uff0c\u66f4\u4e3a\u8de8\u5c3a\u5ea6\u6750\u6599\u5206\u6790\uff08\u5982\u590d\u6742\u6750\u6599\u7f3a\u9677\u3001\u751f\u7269\u7ec4\u7ec7\uff09\u63d0\u4f9b\u4e86\u65b0\u8303\u5f0f\u3002<\/p>\n

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