{"id":38002,"date":"2025-02-08T04:01:11","date_gmt":"2025-02-07T20:01:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=38002"},"modified":"2025-02-08T04:01:11","modified_gmt":"2025-02-07T20:01:11","slug":"%e6%a8%a1%e5%9e%8b%e5%8f%82%e6%95%b0%e4%bd%9c%e7%9f%a5%e8%af%86%e9%80%9a%e7%94%a8%e8%bd%bd%e4%bd%93%ef%bc%8cmergenet%e7%a6%bb%e7%9c%9f%e6%ad%a3%e7%9a%84%e5%bc%82%e6%9e%84%e7%9f%a5%e8%af%86%e8%bf%81","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38002","title":{"rendered":"\u6a21\u578b\u53c2\u6570\u4f5c\u77e5\u8bc6\u901a\u7528\u8f7d\u4f53\uff0cMergeNet\u79bb\u771f\u6b63\u7684\u5f02\u6784\u77e5\u8bc6\u8fc1\u79fb\u66f4\u8fdb\u4e00\u6b65"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-28-2\" target=\"_blank\">\u6a21\u578b\u53c2\u6570\u4f5c\u77e5\u8bc6\u901a\u7528\u8f7d\u4f53\uff0cMergeNet\u79bb\u771f\u6b63\u7684\u5f02\u6784\u77e5\u8bc6\u8fc1\u79fb\u66f4\u8fdb\u4e00\u6b65<\/a><\/p>\n<p>\u5982\u4eca\uff0c\u50cf\u5404\u79cd\u667a\u80fd\u7269\u8054\u7f51\uff08IoT\uff09\u8bbe\u5907\u8fd9\u6837\u7684<mark data-type=\"tech_methods\" data-id=\"466f587d-614f-42ce-847a-4f731c93be4e\">\u8fb9\u7f18\u8ba1\u7b97<\/mark>\u8bbe\u5907\u65e0\u5904\u4e0d\u5728\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u8bbe\u5907\u901a\u5e38\u53d7\u9650\u4e8e\u6709\u9650\u7684\u8ba1\u7b97\u8d44\u6e90\u548c\u5b58\u50a8\u5bb9\u91cf\uff0c\u5bfc\u81f4\u5728\u8fd9\u4e9b\u8bbe\u5907\u4e0a\u90e8\u7f72<mark data-type=\"tech_methods\" data-id=\"f82b7976-b182-40fa-b7d8-a3aad9952937\">\u6df1\u5ea6<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\uff08DNNs\uff09\u65f6\uff0c\u5f80\u5f80\u9700\u8981\u4f7f\u7528\u8f83\u5c0f\u7684<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u67b6\u6784\u3002\u867d\u7136\u8fd9\u4e9b\u5c0f\u578b\u7f51\u7edc\u5728\u8ba1\u7b97\u4e0a\u66f4\u4e3a\u7ecf\u6d4e\uff0c\u4f46\u5f80\u5f80\u4f1a\u727a\u7272\u4e00\u5b9a\u7684\u6027\u80fd\u3002<\/p>\n<p>\u4e3a\u4e86\u7f13\u89e3\u8fd9\u4e00\u9650\u5236\uff0c\u77e5\u8bc6\u8f6c\u79fb\u662f\u89e3\u51b3\u65b9\u6848\u4e4b\u4e00\u3002\u73b0\u6709\u7684\u77e5\u8bc6\u8f6c\u79fb\u65b9\u6cd5\u4e3b\u8981\u6709\u4e24\u79cd\uff1a<mark data-type=\"tech_methods\" data-id=\"da9f445a-9f12-49f7-a458-cbacfc40528f\">\u77e5\u8bc6\u84b8\u998f<\/mark>\u548c<mark data-type=\"tech_methods\" data-id=\"a5deb948-06e3-4875-acdb-35c268734006\">\u8fc1\u79fb\u5b66\u4e60<\/mark>\u3002<\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"da9f445a-9f12-49f7-a458-cbacfc40528f\">\u77e5\u8bc6\u84b8\u998f<\/mark>\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a\u7d27\u51d1\u7684\u5b66\u751f\u6a21\u578b\u6765\u6a21\u4eff\u6559\u5e08\u6a21\u578b\u7684 Logits \u6216 Feature Map\uff0c\u63d0\u9ad8\u5b66\u751f\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002<mark data-type=\"tech_methods\" data-id=\"a5deb948-06e3-4875-acdb-35c268734006\">\u8fc1\u79fb\u5b66\u4e60<\/mark>\u5219\u901a\u5e38\u901a\u8fc7\u9884\u8bad\u7ec3\u548c\u5fae\u8c03\uff0c\u5c06\u9884\u8bad\u7ec3\u9636\u6bb5\u5728\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u5b66\u5230\u7684\u77e5\u8bc6\u901a\u8fc7\u9aa8\u5e72\u7f51\u7edc\u5171\u4eab\u5e94\u7528\u4e8e\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n<p>\u8fd9\u4e24\u79cd\u4f20\u7edf\u7684\u77e5\u8bc6\u8fc1\u79fb\u65b9\u6cd5\uff0c\u5f80\u5f80\u4f9d\u8d56\u4e8e\u6a21\u578b\u7ed3\u6784\u6216\u7279\u5b9a\u4efb\u52a1\u7279\u5f81 \/ \u6807\u7b7e\u7684\u5171\u4eab\u5143\u7d20\u3002\u8fd9\u79cd\u65b9\u6cd5\u867d\u7136\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u6548\u679c\u4e0d\u9519\uff0c\u4f46\u5b83\u4eec\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u9650\u5236\u4e86\u77e5\u8bc6\u8fc1\u79fb\u7684\u5e94\u7528\u8303\u56f4\uff0c\u5c24\u5176\u662f\u5728\u66f4\u4e00\u822c\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u67b6\u6784\uff0c\u4efb\u52a1\u7c7b\u578b\u53ef\u80fd\u90fd\u4e0d\u540c\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5c31\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u4e86\u3002<\/p>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u5728\u7269\u8054\u7f51\uff08IoT\uff09\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u4e0d\u540c\u7684\u8bbe\u5907\u53ef\u80fd\u9762\u4e34\u7740\u622a\u7136\u4e0d\u540c\u7684\u8ba1\u7b97\u8d44\u6e90\u548c\u4efb\u52a1\u9700\u6c42\uff0c\u6240\u6267\u884c\u7684\u4efb\u52a1\u548c\u90e8\u7f72\u7684\u6a21\u578b\u4e5f\u662f\u5343\u5dee\u4e07\u522b\uff0c\u8fd9\u5c31\u7ed9\u8fdb\u884c\u77e5\u8bc6\u8fc1\u79fb\u5e26\u6765\u4e86\u989d\u5916\u7684\u6311\u6218\u3002<\/p>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u95ee\u9898\uff0c\u6765\u81ea\u6765\u81ea\u6d59\u6c5f\u5927\u5b66\u548c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u66f4\u52a0\u7075\u6d3b\u3001\u66f4\u52a0\u901a\u7528\u7684\u77e5\u8bc6\u8fc1\u79fb\u65b9\u6cd5\uff0c\u6765\u5e94\u5bf9\u591a\u53d8\u7684\u9700\u6c42\u548c\u6311\u6218\u3002\u8fd9\u9700\u8981\u505a\u5230\u80fd\u8de8\u8d8a\u6a21\u578b\u67b6\u6784\u7684\u5dee\u5f02\uff0c\u8de8\u8d8a\u4efb\u52a1\u7c7b\u578b\u7684\u754c\u9650\uff0c\u751a\u81f3\u8de8\u8d8a\u4e0d\u540c\u6570\u636e\u6a21\u6001\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u5b9e\u73b0\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u5f02\u6784\u77e5\u8bc6\u8fc1\u79fb\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b180fdc507765ae60b776ee9ecf58f9a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b180fdc507765ae60b776ee9ecf58f9a.png\"><\/a><\/p>\n<ul>\n<li>\u8bba\u6587\u6807\u9898\uff1aMergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and\u00a0Modalities<\/li>\n<li>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2404.13322<\/li>\n<li>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/Fantasylii\/mergenet<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-222f2e40f9ea7a48f00164e8af145e01.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-222f2e40f9ea7a48f00164e8af145e01.png\"><\/a><em>\u56fe 1. <mark data-type=\"tech_methods\" data-id=\"da9f445a-9f12-49f7-a458-cbacfc40528f\">\u77e5\u8bc6\u84b8\u998f<\/mark>\u3001\u9aa8\u5e72\u5171\u4eab\u548c MergeNet \u7684\u6bd4\u8f83<\/em><\/p>\n<p><strong>\u7814\u7a76\u6311\u6218<\/strong><\/p>\n<p>\u8be5\u56e2\u961f\u7684\u76ee\u6807\u662f\u5efa\u7acb\u4e00\u4e2a\u8de8\u5f02\u6784\u6a21\u578b\u67b6\u6784\u3001\u4efb\u52a1\u4e0e\u6a21\u6001\u7684\u901a\u7528\u77e5\u8bc6\u8fc1\u79fb\u6846\u67b6\u3002\u4e0e\u4f20\u7edf\u77e5\u8bc6\u8fc1\u79fb\u65b9\u6cd5\u76f8\u6bd4\uff0c\u5b58\u5728\u4e24\u65b9\u9762\u6311\u6218\uff1a<\/p>\n<p><strong>\u5982\u4f55\u5b9e\u73b0\u5f02\u6784\u6a21\u578b\u77e5\u8bc6\u7684\u7edf\u4e00\u8868\u793a\uff1f<\/strong><\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"da9f445a-9f12-49f7-a458-cbacfc40528f\">\u77e5\u8bc6\u84b8\u998f<\/mark>\u901a\u5e38\u5229\u7528 Logits \u548c Feature Map \u8868\u793a\u77e5\u8bc6\uff0c\u4f46\u4f9d\u8d56\u4e8e\u6559\u5e08\u6a21\u578b\u4e0e\u5b66\u751f\u6a21\u578b\u6267\u884c\u4efb\u52a1\u7c7b\u578b\u3002<\/p>\n<p><mark data-type=\"tech_methods\" data-id=\"a5deb948-06e3-4875-acdb-35c268734006\">\u8fc1\u79fb\u5b66\u4e60<\/mark>\u901a\u5e38\u901a\u8fc7\u5171\u4eab<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5b9e\u73b0\u77e5\u8bc6\u8fc1\u79fb\uff0c\u8fd9\u8981\u6c42\u6e90\u6a21\u578b\u4e0e\u76ee\u6807\u6a21\u578b\u5177\u6709\u76f8\u540c\u67b6\u6784\uff0c\u65e0\u6cd5\u76f4\u63a5\u5e94\u7528\u4e8e\u6a21\u578b\u67b6\u6784\u53ef\u80fd\u4e0d\u540c\u7684\u5f02\u6784\u77e5\u8bc6\u8fc1\u79fb\u573a\u666f\u3002<\/p>\n<p><strong>\u5982\u4f55\u5b9e\u73b0\u5f02\u6784\u6a21\u578b\u77e5\u8bc6\u7684\u9002\u914d\uff1f<\/strong><\/p>\n<p>\u5f02\u6784\u6a21\u5757\u4e4b\u95f4\u77e5\u8bc6\u901a\u5e38\u4e0d\u517c\u5bb9\uff0c\u5f53\u5f02\u6784\u6a21\u5757\u5177\u6709\u663e\u7740\u4e0d\u540c\u7684\u529f\u80fd\u65f6\uff0c\u4f8b\u5982\u5728\u7ebf\u6027\u5c42\u548c<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\u6a21\u5757\u4e4b\u95f4\uff0c\u76f4\u63a5\u77e5\u8bc6\u8fc1\u79fb\u53ef\u80fd\u4f1a\u7834\u574f\u539f\u59cb\u6a21\u5757\u7684\u77e5\u8bc6\u3002<\/p>\n<p>\u5728\u7aef\u4e91\u73af\u5883\u4e2d\uff0c\u4e91\u7aef\u901a\u5e38\u91c7\u7528\u590d\u6742\u7684<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5305\u542b\u5927\u91cf<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u548c\u590d\u6742\u5c42\u6b21\u7ed3\u6784\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u7aef\u4fa7\u8bbe\u5907\u7531\u4e8e\u8ba1\u7b97\u80fd\u529b\u548c\u5b58\u50a8\u8d44\u6e90\u7684\u9650\u5236\uff0c\u901a\u5e38\u4f7f\u7528\u8f7b<mark data-type=\"tech_tasks\" data-id=\"e1abaa20-0000-4ff4-ad42-f97ca7fca4b1\">\u91cf\u5316<\/mark>\u7684\u6a21\u578b\u3002<\/p>\n<p>\u8f83\u5927\u7684\u6a21\u578b\u6bd4\u8f83\u5c0f\u7684\u6a21\u578b\u5305\u542b\u66f4\u9ad8\u7ea7\u7684\u77e5\u8bc6\uff08\u4f8b\u5982\u7ec6\u7c92\u5ea6\u7684\u7279\u5f81\u7ec4\u5408\uff09\uff0c\u800c\u540e\u8005\u53ef\u80fd\u65e0\u6cd5\u76f4\u63a5\u7406\u89e3\u8fd9\u4e9b\u77e5\u8bc6\uff0c\u4f7f\u5f97\u4f20\u7edf\u7684\u77e5\u8bc6\u8fc1\u79fb\u65b9\u6cd5\u9762\u4e34\u9002\u914d\u6027\u548c\u517c\u5bb9\u6027\u7684\u95ee\u9898\u3002<\/p>\n<p><strong>MergeNet \u6846\u67b6<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-61e87e970887ee1b5acf833e68634478.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-61e87e970887ee1b5acf833e68634478.png\"><\/a><\/p>\n<p><em>\u56fe 2.MergeNet 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data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u4f5c\u4e3a\u77e5\u8bc6\u7684\u901a\u7528\u8f7d\u4f53\u3002<\/p>\n<p>\u5728\u63a2\u7d22\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8be5\u56e2\u961f\u8fd8\u5c1d\u8bd5\u4e86\u5728\u5f02\u6784\u6a21\u578b\u4e4b\u95f4\u76f4\u63a5\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5171\u4eab\u3002\u8fd9\u79cd\u65b9\u6cd5\u80fd\u5e94\u7528\u4e8e<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\u77e9\u9635\u5927\u5c0f\u76f8\u540c\u7684\u60c5\u51b5\uff0c\u4f46\u662f\u5728\u5176\u4ed6\u60c5\u51b5\u4e0b\u4fbf\u4e0d\u518d\u6709\u6548\u3002<\/p>\n<p>\u4ed6\u4eec\u4e5f\u5c1d\u8bd5\u8fc7\u8ba9\u5927\u5c0f\u4e0d\u540c\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5f3a\u884c\u5171\u4eab\uff0c\u4f8b\u5982\uff0c\u8ba9\u4e00\u4e2a\u5927\u5c0f\u4e3a [2, 2] 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data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u8fdb\u884c\u91cd\u65b0\u7f16\u7801\uff0c\u4ee5\u4f4e\u79e9\u77e9\u9635\u4f5c\u4e3a\u5bf9\u5f02\u6784\u77e5\u8bc6\u7684\u7edf\u4e00\u8868\u793a\uff0c\u6d88\u9664\u4e86\u6a21\u578b\u67b6\u6784\u4e0a\u7684\u5dee\u5f02\u3002<\/p>\n<p><strong>\u5f02\u6784\u77e5\u8bc6\u9002\u914d<\/strong><\/p>\n<p>\u7b80\u5355\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5171\u4eab\u4f1a\u5bfc\u81f4\u5f02\u6784\u6a21\u578b\u4e4b\u95f4\u7684\u77e5\u8bc6\u4e0d\u517c\u5bb9\uff0c\u8be5\u56e2\u961f\u7684\u601d\u8def\u662f\u5728\u6a21\u578b\u4e4b\u95f4\u5f15\u5165\u4e00\u4e2a<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u9002\u914d\u5668\u3002\u5b83\u7684\u4efb\u52a1\u662f\u5b66\u4e60\u5f25\u5408\u5f02\u6784\u6a21\u578b<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u7a7a\u95f4\u7684\u5dee\u8ddd\uff0c\u4fc3\u8fdb\u8fd9\u4e9b<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u7a7a\u95f4\u5185\u77e5\u8bc6\u7684\u76f4\u63a5\u4ea4\u4e92\uff0c\u63d0\u53d6\u5e76\u878d\u5408\u5f02\u6784\u6a21\u578b\u95f4\u7684\u77e5\u8bc6\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ba2a7b54285f7d55d502b35ff4ce30ae.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ba2a7b54285f7d55d502b35ff4ce30ae.png\"><\/a><\/p>\n<p>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0d0e7aa82ae2988e0625f9218ceef77f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0d0e7aa82ae2988e0625f9218ceef77f.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-69e70a32d716b1ab0f57f7d65c6432e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-69e70a32d716b1ab0f57f7d65c6432e8.png\"><\/a>\u8868\u793a\u77e5\u8bc6\u8fc1\u79fb\u540e\u4e24\u4e2a\u6a21\u578b\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u3002\u4e3a\u4e86\u7efc\u5408\u5229\u7528\u4e24\u6a21\u578b\u7684\u77e5\u8bc6\uff0c\u5728\u6b64\u5f15\u5165\u4f4e\u79e9<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u77e5\u8bc6\u9002\u914d\u5668\uff08LPKA\uff09\u3002\u8be5\u673a\u5236\u7528\u4e8e\u4ece\u4f4e\u79e9\u77e9\u9635\u4e2d\u63d0\u53d6\u77e5\u8bc6\uff0c\u5e76\u5408\u5e76\u6765\u81ea\u4e0d\u540c\u6a21\u578b\u7684\u77e5\u8bc6\u4ee5\u751f\u6210\u65b0\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u3002<\/p>\n<p>\u5c06\u4f4e\u79e9\u5206\u89e3\u83b7\u5f97\u7684 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3fbd788d0a87200a39f109b5dabe6783.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3fbd788d0a87200a39f109b5dabe6783.png\"><\/a> \u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6b90dd026da08347d2dc56b259193c7d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6b90dd026da08347d2dc56b259193c7d.png\"><\/a>\u00a0\u6309\u884c \/ \u5217\u5c55\u5e73\uff0c\u5229\u7528<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\u5c06\u6e90\u6a21\u578b\u7684\u77e5\u8bc6\u6574\u5408\u5230\u76ee\u6807\u6a21\u578b\u4e2d\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d4f09b34f082bcaea08a118c18f8394b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d4f09b34f082bcaea08a118c18f8394b.png\"><\/a><\/p>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u7c7b\u6bd4\u4e3a\u6a21\u578b\u6839\u636e\u81ea\u8eab\u7684\u9700\u6c42\uff0c\u4ece\u53e6\u4e00\u4e2a\u6a21\u578b\u4e2d\u63d0\u53d6\u5f53\u524d\u6700\u6709\u4ef7\u503c\u7684\u77e5\u8bc6\u7247\u6bb5\uff0c\u800c\u4e0d\u662f\u5168\u76d8\u63a5\u6536\u3002\u8fd9\u5141\u8bb8\u52a8\u6001\u8c03\u6574<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark><mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\uff0c\u5728\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u90fd\u80fd\u6709\u6548\u5730\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u77e5\u8bc6\u9700\u6c42\u3002<\/p>\n<p>\u5c31\u50cf\u5728\u5c0f\u5b66\u9636\u6bb5\uff0c\u6211\u4eec\u5b66\u4e60\u7684\u662f\u52a0\u51cf\u4e58\u9664\uff0c\u800c\u5728\u5927\u5b66\uff0c\u5219\u4f1a\u5b66\u4e60<mark data-type=\"concepts\" data-id=\"ce312ac8-9cf2-427d-8730-74d7f030e4bf\">\u5fae\u79ef\u5206<\/mark>\uff1b\u5982\u679c\u53cd\u4e4b\uff0c\u5728\u5c0f\u5b66\u4fbf\u4e00\u8d77\u5b66\u4e60<mark data-type=\"concepts\" data-id=\"ce312ac8-9cf2-427d-8730-74d7f030e4bf\">\u5fae\u79ef\u5206<\/mark>\uff0c\u4e0d\u4ec5\u96be\u4ee5\u7406\u89e3\uff0c\u800c\u4e14\u4e5f\u6ca1\u6709\u5fc5\u8981\u3002<\/p>\n<p><strong>\u8bad\u7ec3\u8fc7\u7a0b (\u81ea\u5b66\u4e60\u548c\u4e92\u5b66\u4e60)<\/strong><\/p>\n<p>\u56de\u987e<mark data-type=\"tech_methods\" data-id=\"da9f445a-9f12-49f7-a458-cbacfc40528f\">\u77e5\u8bc6\u84b8\u998f<\/mark>\u7684\u8fc7\u7a0b\uff0c\u5b66\u751f\u6a21\u578b\u9664\u4e86\u6839\u636e\u6559\u5e08\u7684\u8f93\u51fa\u6807\u7b7e\u6216\u4e2d\u95f4\u5c42\u7684\u8868\u793a\u8ba1\u7b97\u635f\u5931\uff0c\u8fd8\u4f1a\u6839\u636e\u81ea\u8eab\u8f93\u51fa\u4e0e\u6570\u636e\u6807\u7b7e\u8ba1\u7b97\u635f\u5931\u3002\u8fd9\u597d\u50cf\u662f\u8bf4\uff0c\u5728\u5b66\u4e60\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u80fd\u4ec5\u4ec5\u7684\u53bb\u6a21\u4eff\u8001\u5e08\uff0c\u8fd8\u8981\u6839\u636e\u5df2\u7ecf\u4ece\u8001\u5e08\u90a3\u91cc\u5b66\u5230\u7684\u77e5\u8bc6\u6765\u4ea7\u751f\u81ea\u5df1\u7684\u601d\u8003\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u7814\u7a76\u56e2\u961f\u5c06\u5b66\u751f\u4ece\u8001\u5e08\u90a3\u91cc\u5f97\u5230\u77e5\u8bc6\u7684\u8fc7\u7a0b\u79f0\u4e3a\u4e92\u5b66\u4e60\uff08\u5728 MergeNet 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