{"id":65940,"date":"2026-01-25T22:32:56","date_gmt":"2026-01-25T14:32:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/65940.html"},"modified":"2026-01-25T22:32:56","modified_gmt":"2026-01-25T14:32:56","slug":"5%e5%88%86%e9%92%9f%e6%8e%8c%e6%8f%a1%e8%a1%8c%e4%ba%ba%e9%87%8d%e8%af%86%e5%88%ab%ef%bc%88reid%ef%bc%89%ef%bc%9a%e4%bb%8e%e5%8e%9f%e7%90%86%e5%88%b0%e8%af%84%e4%bc%b0%e7%9a%84%e5%ae%8c%e6%95%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/65940.html","title":{"rendered":"5\u5206\u949f\u638c\u63e1\u884c\u4eba\u91cd\u8bc6\u522b\uff08ReID\uff09\uff1a\u4ece\u539f\u7406\u5230\u8bc4\u4f30\u7684\u5b8c\u6574\u5165\u95e8"},"content":{"rendered":"<hr \/>\n<p>\u6ce8 : \u672c\u6587\u7eaf\u7531\u957f\u6587\u6280\u672f\u535a\u5ba2\u52a9\u624bVibe-Blog\u751f\u6210, \u5982\u679c\u5bf9\u4f60\u6709\u5e2e\u52a9,\u4f60\u4e5f\u60f3\u521b\u4f5c\u540c\u6837\u98ce\u683c\u7684\u6280\u672f\u535a\u5ba2, \u6b22\u8fce\u5173\u6ce8\u5f00\u6e90\u9879\u76ee: Vibe-Blog.<\/p>\n<p>Vibe-Blog\u662f\u4e00\u4e2a\u57fa\u4e8e\u591a Agent \u67b6\u6784\u7684 AI \u957f\u6587\u535a\u5ba2\u751f\u6210\u52a9\u624b&#xff0c;\u5177\u5907\u6df1\u5ea6\u8c03\u7814\u3001\u667a\u80fd\u914d\u56fe\u3001Mermaid \u56fe\u8868\u3001\u4ee3\u7801\u96c6\u6210\u3001\u667a\u80fd\u4e13\u4e1a\u6392\u7248\u7b49\u4e13\u4e1a\u5199\u4f5c\u80fd\u529b&#xff0c;\u65e8\u5728\u5c06\u6666\u6da9\u7684\u6280\u672f\u77e5\u8bc6\u8f6c\u5316\u4e3a\u901a\u4fd7\u6613\u61c2\u7684\u79d1\u666e\u6587\u7ae0&#xff0c;\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u8f7b\u677e\u7406\u89e3\u590d\u6742\u6280\u672f&#xff0c;\u5728 AI \u65f6\u4ee3\u626c\u5e06\u8d77\u822a.<\/p>\n<hr \/>\n<h2>5\u5206\u949f\u638c\u63e1\u884c\u4eba\u91cd\u8bc6\u522b&#xff08;ReID&#xff09;&#xff1a;\u4ece\u539f\u7406\u5230\u8bc4\u4f30\u7684\u5b8c\u6574\u5165\u95e8<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125143250-6976299295c2d.png\" alt=\"5\u5206\u949f\u638c\u63e1\u884c\u4eba\u91cd\u8bc6\u522b&#xff08;ReID&#xff09;&#xff1a;\u4ece\u539f\u7406\u5230\u8bc4\u4f30\u7684\u5b8c\u6574\u5165\u95e8 - \u67b6\u6784\u56fe\" \/><\/p>\n<hr \/>\n<h3>Person ReID | Rank-1 | mAP | Triplet Loss | Market-1501<\/h3>\n<p>\u9605\u8bfb\u65f6\u95f4: 5 min<\/p>\n<p>\u638c\u63e1 ReID \u7684\u6838\u5fc3\u6d41\u7a0b\u3001\u5173\u952e\u6307\u6807\u4e0e\u73b0\u4ee3\u5b9e\u8df5\u8303\u5f0f&#xff0c;\u4e3a\u540e\u7eed\u6a21\u578b\u8bad\u7ec3\u6216\u9879\u76ee\u96c6\u6210\u6253\u4e0b\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n<h3>\u76ee\u5f55<\/h3>\n<ul>\n<li>ReID \u5165\u95e8&#xff1a;\u6982\u5ff5\u3001\u6d41\u7a0b\u4e0e\u8bc4\u4f30\n<ul>\n<li>\u6807\u51c6 ReID \u6d41\u7a0b\u89e3\u6790<\/li>\n<li>\u5982\u4f55\u8861\u91cf ReID \u6027\u80fd&#xff1f;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u5728\u667a\u80fd\u5b89\u9632\u4e0e\u591a\u6444\u50cf\u5934\u8ffd\u8e2a\u7cfb\u7edf\u4e2d&#xff0c;\u5982\u4f55\u5728\u4e0d\u540c\u89c6\u89d2\u4e0b\u51c6\u786e\u8bc6\u522b\u540c\u4e00\u884c\u4eba&#xff1f;\u8fd9\u5c31\u662f\u884c\u4eba\u91cd\u8bc6\u522b&#xff08;Person ReID&#xff09;\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u3002\u672c\u6587\u9762\u5411\u5177\u5907\u57fa\u7840\u6df1\u5ea6\u5b66\u4e60\u77e5\u8bc6\u7684\u4e2d\u7ea7\u5f00\u53d1\u8005&#xff0c;\u5feb\u901f\u5398\u6e05 ReID \u7684\u5173\u952e\u6982\u5ff5\u3001\u4e3b\u6d41\u65b9\u6cd5\u4e0e\u8bc4\u4f30\u6807\u51c6&#xff0c;\u52a9\u4f60\u9ad8\u6548\u5165\u95e8\u8fd9\u4e00\u70ed\u95e8\u89c6\u89c9\u4efb\u52a1\u3002<\/p>\n<p>\u2014## ReID 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ReID&#xff09;\u6280\u672f\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u3002\u60f3\u8c61\u4e00\u4e0b&#xff0c;\u5373\u4f7f\u76ee\u6807\u884c\u4eba\u6362\u4e86\u8863\u670d\u3001\u88ab\u906e\u6321\u3001\u6216\u5728\u4e0d\u540c\u5149\u7167\u4e0b\u884c\u8d70&#xff0c;\u7cfb\u7edf\u4f9d\u7136\u80fd\u8de8\u591a\u4e2a\u975e\u91cd\u53e0\u6444\u50cf\u5934\u51c6\u786e\u201c\u8ba4\u51fa\u201d\u4ed6\u2014\u2014\u8fd9\u4e0d\u4ec5\u662f\u667a\u80fd\u5b89\u9632\u7684\u57fa\u77f3&#xff0c;\u4e5f\u662f\u672a\u6765\u57ce\u5e02\u611f\u77e5\u7f51\u7edc\u7684\u5173\u952e\u80fd\u529b\u3002<\/p>\n<p>ReID \u7684\u672c\u8d28\u662f\u5728\u65e0\u4ea4\u96c6\u89c6\u89d2\u7684\u6444\u50cf\u5934\u4e4b\u95f4&#xff0c;\u5bf9\u540c\u4e00\u884c\u4eba\u7684\u56fe\u50cf\u8fdb\u884c\u5339\u914d\u4e0e\u68c0\u7d22\u3002\u4e0e\u4eba\u8138\u8bc6\u522b\u4e0d\u540c&#xff0c;ReID 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Alignment&#xff09;\u6a21\u5757&#xff0c;\u4f8b\u5982\u5c06\u4eba\u4f53\u5212\u5206\u4e3a\u5934\u3001\u4e0a\u8eab\u3001\u4e0b\u8eab\u7b49\u533a\u57df&#xff0c;\u5206\u522b\u63d0\u53d6\u5e76\u878d\u5408\u5c40\u90e8\u7279\u5f81&#xff0c;\u4ece\u800c\u7f13\u89e3\u59ff\u6001\u548c\u906e\u6321\u5e26\u6765\u7684\u5e72\u6270\u3002<\/p>\n<p>\u5177\u4f53\u800c\u8a00&#xff0c;\u90e8\u4ef6\u5bf9\u9f50\u5e76\u975e\u7b80\u5355\u5730\u5c06\u56fe\u50cf\u7b49\u5206&#xff0c;\u800c\u662f\u901a\u8fc7\u8bed\u4e49\u4e00\u81f4\u7684\u5c40\u90e8\u533a\u57df\u5212\u5206\u5b9e\u73b0\u66f4\u7cbe\u7ec6\u7684\u5339\u914d\u3002\u5178\u578b\u65b9\u6cd5\u5305\u62ec PCB&#xff08;Part-based Convolutional Baseline&#xff09;&#xff0c;\u5b83\u5c06\u9aa8\u5e72\u7f51\u7edc\u7684\u7279\u5f81\u56fe\u6c34\u5e73\u5207\u5206\u4e3a\u591a\u4e2a\u6761\u5e26&#xff0c;\u5e76\u5bf9\u6bcf\u4e2a\u6761\u5e26\u72ec\u7acb\u8fdb\u884c\u6c60\u5316\u4e0e\u5206\u7c7b&#xff1b;\u4ee5\u53ca AlignedReID&#xff0c;\u5b83\u5229\u7528\u4eba\u4f53\u5173\u952e\u70b9\u68c0\u6d4b\u6216\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\u52a8\u6001\u5bf9\u9f50\u4e0d\u540c\u56fe\u50cf\u4e2d\u7684\u5bf9\u5e94\u8eab\u4f53\u90e8\u4f4d&#xff0c;\u786e\u4fdd\u201c\u5934\u5bf9\u5934\u3001\u817f\u5bf9\u817f\u201d\u7684\u7279\u5f81\u6bd4\u8f83\u3002\u8fd9\u79cd\u5c40\u90e8\u5bf9\u9f50\u7b56\u7565\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u5728\u59ff\u6001\u53d8\u5316\u548c\u906e\u6321\u573a\u666f\u4e0b\u7684\u9c81\u68d2\u6027\u3002<\/p>\n<p>\u8bad\u7ec3\u9636\u6bb5&#xff0c;\u6a21\u578b\u901a\u5e38\u91c7\u7528\u591a\u635f\u5931\u8054\u5408\u4f18\u5316\u7b56\u7565\u3002\u6700\u5e38\u89c1\u7684\u662f\u7ed3\u5408\u4ea4\u53c9\u71b5\u635f\u5931&#xff08;\u7528\u4e8e\u5206\u7c7b\u76d1\u7763&#xff09; \u4e0e \u4e09\u5143\u7ec4\u635f\u5931&#xff08;Triplet 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p,#mermaid-svg-POcmC455CMGGrD3z .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-POcmC455CMGGrD3z .icon-shape rect,#mermaid-svg-POcmC455CMGGrD3z .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-POcmC455CMGGrD3z .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-POcmC455CMGGrD3z .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-POcmC455CMGGrD3z :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>  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