{"id":13145,"date":"2024-07-19T16:18:09","date_gmt":"2024-07-19T08:18:09","guid":{"rendered":"http:\/\/192.168.10.115\/?p=13145"},"modified":"2024-07-19T16:24:03","modified_gmt":"2024-07-19T08:24:03","slug":"%e5%91%8a%e5%88%ab%e4%bc%a0%e7%bb%9f%e5%8d%95%e7%9b%ae%e8%a7%86%e8%a7%89%ef%bc%81depth-anything-v2%e8%b6%85%e8%b6%8a10%e5%80%8d%e7%9a%84%e7%b2%be%e7%a1%ae%e6%b7%b1%e5%ba%a6%e4%bc%b0%e8%ae%a1","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2024\/07\/19\/13145\/","title":{"rendered":"2024-07-19 \u544a\u522b\u4f20\u7edf\u5355\u76ee\u89c6\u89c9\uff01Depth Anything v2\u8d85\u8d8a10\u500d\u7684\u7cbe\u786e\u6df1\u5ea6\u4f30\u8ba1"},"content":{"rendered":"\n<p><strong>\u5bfc\u8bfb\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u7814\u7a76\u4e2d\uff0c\u5e7f\u6cdb\u4f7f\u7528\u7684\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u5177\u6709\u5f88\u591a\u5c40\u9650\u6027\uff0c\u56e0\u6b64\u9700\u8981\u501f\u52a9\u5408\u6210\u56fe\u50cf\u6765\u786e\u4fdd\u7cbe\u5ea6\u3002\u4e3a\u4e86\u89e3\u51b3\u5408\u6210\u56fe\u50cf\u5f15\u8d77\u7684\u6cdb\u5316\u95ee\u9898\uff0c\u4f5c\u8005\u56e2\u961f\u91c7\u7528\u4e86\u6570\u636e\u9a71\u52a8\uff08\u5927\u89c4\u6a21\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\uff09\u548c\u6a21\u578b\u9a71\u52a8\uff08\u6269\u5927\u6559\u5e08\u6a21\u578b\uff09\u7684\u7b56\u7565\u3002\u540c\u65f6\u5728\u4e00\u4e2a\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5c55\u793a\u4e86\u672a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u7684\u4e0d\u53ef\u6216\u7f3a\u7684\u4f5c\u7528\uff0c\u8bc1\u660e\u201c\u7cbe\u786e\u5408\u6210\u6570\u636e+\u4f2a\u6807\u8bb0\u771f\u5b9e\u6570\u636e\u201d\u6bd4\u6807\u8bb0\u7684\u771f\u5b9e\u6570\u636e\u66f4\u6709\u524d\u666f\u3002\u6700\u540e\uff0c\u7814\u7a76\u56e2\u961f\u5c06\u53ef\u8f6c\u79fb\u7ecf\u9a8c\u4ece\u6559\u5e08\u6a21\u578b\u4e2d\u63d0\u70bc\u5230\u66f4\u5c0f\u7684\u6a21\u578b\u4e2d\uff0c\u8fd9\u7c7b\u4f3c\u4e8e\u77e5\u8bc6\u84b8\u998f\u7684\u6838\u5fc3\u7cbe\u795e\uff0c\u8bc1\u660e\u4e86\u4f2a\u6807\u7b7e\u84b8\u998f\u66f4\u52a0\u5bb9\u6613\u548c\u5b89\u5168\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"152\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-215-1024x152.png\" alt=\"\" class=\"wp-image-13146\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-215-1024x152.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-215-300x44.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-215-768x114.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-215.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u9879\u5de5\u4f5c\u5c55\u793a\u4e86Depth Anything V2, \u5728\u4e0d\u8ffd\u6c42\u6280\u5de7\u7684\u60c5\u51b5\u4e0b\uff0c\u8be5\u9879\u7814\u7a76\u7684\u76ee\u6807\u662f\u4e3a\u5efa\u7acb\u4e00\u4e2a\u5f3a\u5927\u7684\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u6a21\u578b\u5960\u5b9a\u57fa\u7840\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4e0eV1\u76f8\u6bd4\uff0c<strong>\u8fd9\u4e2a\u7248\u672c\u901a\u8fc7\u4e09\u4e2a\u5173\u952e\u5b9e\u8df5\u4ea7\u751f\u4e86\u66f4\u7cbe\u7ec6\uff0c\u66f4\u5f3a\u5927\u7684\u6df1\u5ea6\u9884\u6d4b\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u7528\u5408\u6210\u56fe\u50cf\u66ff\u6362\u6240\u6709\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\uff1b<\/p>\n\n\n\n<p>\u25cf\u6269\u5927\u6559\u5e08\u6a21\u578b\u7684\u80fd\u529b\uff1b<\/p>\n\n\n\n<p>\u25cf\u901a\u8fc7\u5927\u89c4\u6a21\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u7684\u6865\u6881\u6559\u6388\u5b66\u751f\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e0e\u5efa\u7acb\u5728Stable Diffusion\u4e0a\u6700\u65b0\u7684\u6a21\u578b\u76f8\u6bd4\uff0cDepth Anything v2\u7684\u6a21\u578b\u6548\u7387\u66f4\u9ad8\u66f4\u51c6\u786e\u3002\u4f5c\u8005\u63d0\u4f9b\u4e0d\u540c\u89c4\u6a21\u7684\u6a21\u578b\uff08\u4ece25M\u52301.3B\u53c2\u6570\uff09\uff0c\u4ee5\u652f\u6301\u5e7f\u6cdb\u7684\u573a\u666f\u3002\u5f97\u76ca\u4e8e\u5f3a\u5927\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u5ea6\u91cf\u6807\u7b7e\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u83b7\u5f97\u5ea6\u91cf\u6df1\u5ea6\u6a21\u578b\u3002\u9664\u4e86\u6a21\u578b\u672c\u8eab\u4e4b\u5916\uff0c\u8003\u8651\u5230\u5f53\u524d\u6d4b\u8bd5\u96c6\u7684\u6709\u9650\u591a\u6837\u6027\u548c\u9891\u7e41\u7684\u566a\u58f0\uff0c\u7814\u7a76\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u4e2a\u5177\u6709\u7cbe\u786e\u6ce8\u91ca\u548c\u591a\u6837\u5316\u573a\u666f\u7684\u591a\u529f\u80fd\u8bc4\u4f30\u57fa\u51c6\uff0c\u4ee5\u65b9\u4fbf\u672a\u6765\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"152\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-216-1024x152.png\" alt=\"\" class=\"wp-image-13147\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-216-1024x152.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-216-300x44.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-216-768x114.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-216.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\uff08Monocular Depth Estimation\uff0cMDE\uff09\u56e0\u5176\u5728\u5e7f\u6cdb\u7684\u4e0b\u6e38\u4efb\u52a1\u4e2d\u7684\u91cd\u8981\u4f5c\u7528\u800c\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002\u7cbe\u786e\u7684\u6df1\u5ea6\u4fe1\u606f\u4e0d\u4ec5\u5728\u7ecf\u5178\u5e94\u7528\u4e2d\u662f\u6709\u5229\u7684\uff0c\u4f8b\u59823D\u91cd\u5efa\uff0c\u5bfc\u822a\u548c\u81ea\u52a8\u9a7e\u9a76\uff0c\u800c\u4e14\u5728\u5176\u4ed6\u751f\u6210\u573a\u666f\u4e2d\u4e5f\u662f\u53ef\u5e94\u7528\u7684\u3002<\/p>\n\n\n\n<p>\u4ece\u6a21\u578b\u5efa\u6784\u65b9\u9762\u6765\u770b\uff0c\u5df2\u6709\u7684MDE\u6a21\u578b\u53ef\u4ee5\u5206\u4e3a\u4e24\u7c7b\uff0c\u4e00\u7c7b\u57fa\u4e8e\u5224\u522b\u6a21\u578b\uff0c\u53e6\u4e00\u7c7b\u57fa\u4e8e\u751f\u6210\u6a21\u578b\uff0c\u4ece\u56fe1\u7684\u6bd4\u8f83\u7ed3\u679c\uff0cDepthing Anything\u662f\u66f4\u9ad8\u6548\u8f7b\u5de7\u7684\u3002\u6839\u636e\u88681\u53ef\u5f97\uff0cDepth Anything V2\u53ef\u4ee5\u5b9e\u73b0\u590d\u6742\u573a\u666f\u7684\u53ef\u9760\u9884\u6d4b\uff0c\u5305\u62ec\u4e14\u4e0d\u5c40\u9650\u4e8e\u590d\u6742\u5e03\u5c40\u3001\u900f\u660e\u5bf9\u8c61\u3001\u53cd\u5c04\u8868\u9762\u7b49\uff1b\u5728\u9884\u6d4b\u7684\u6df1\u5ea6\u56fe\u4e2d\u5305\u542b\u7cbe\u7ec6\u7684\u7ec6\u8282\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u8584\u7269\u4f53\u3001\u5c0f\u5b54\u7b49\uff1b\u63d0\u4f9b\u4e0d\u540c\u7684\u6a21\u578b\u89c4\u6a21\u548c\u63a8\u7406\u6548\u7387\uff0c\u4ee5\u652f\u6301\u5e7f\u6cdb\u7684\u5e94\u7528\uff1b\u5177\u6709\u8db3\u591f\u7684\u53ef\u63a8\u5e7f\u6027\uff0c\u53ef\u4ee5\u8f6c\u79fb\u5230\u4e0b\u6e38\u4efb\u52a1\u3002\u4eceDepth Anything v1\u51fa\u53d1\uff0c\u7814\u7a76\u56e2\u961f\u63a8\u51fav2\uff0c\u8ba4\u4e3a\u6700\u5173\u952e\u7684\u90e8\u5206\u4ecd\u7136\u662f\u6570\u636e\uff0c\u5b83\u5229\u7528\u5927\u89c4\u6a21\u672a\u6807\u8bb0\u7684\u6570\u636e\u6765\u52a0\u901f\u6570\u636e\u6269\u5c55\u5e76\u589e\u52a0\u6570\u636e\u8986\u76d6\u7387\u3002\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u6784\u5efa\u4e86\u4e00\u4e2a\u5177\u6709\u7cbe\u786e\u6ce8\u91ca\u548c\u591a\u6837\u5316\u573a\u666f\u7684\u591a\u529f\u80fd\u8bc4\u4f30\u57fa\u51c6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"622\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-217-1024x622.png\" alt=\"\" class=\"wp-image-13148\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-217-1024x622.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-217-300x182.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-217-768x466.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-217.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Depthing Anything v2\u4e0e\u5176\u4ed6\u6a21\u578b\u6bd4\u8f83<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"868\" height=\"173\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-218.png\" alt=\"\" class=\"wp-image-13149\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-218.png 868w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-218-300x60.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-218-768x153.png 768w\" sizes=\"(max-width: 868px) 100vw, 868px\" \/><\/figure>\n\n\n\n<p>\u5f3a\u5927\u7684\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u6a21\u578b\u7684\u4f18\u9009\u7279\u6027<\/p>\n\n\n\n<p>\u91cd\u65b0\u5ba1\u89c6Depth Anything V1\u6807\u8bb0\u6570\u636e\u7684\u8bbe\u8ba1\uff0c\u5982\u6b64\u5927\u91cf\u7684\u6807\u8bb0\u56fe\u50cf\u771f\u7684\u6709\u5229\u5417\uff1f\u771f\u5b9e\u6807\u8bb0\u7684\u6570\u636e\u67092\u4e2a\u7f3a\u70b9\uff1a\u4e00\u4e2a\u662f\u6807\u7b7e\u566a\u58f0\uff0c\u5373\u6df1\u5ea6\u56fe\u4e2d\u7684\u6807\u7b7e\u4e0d\u51c6\u786e\u3002\u7531\u4e8e\u5404\u79cd\u6536\u96c6\u7a0b\u5e8f\u56fa\u6709\u7684\u5c40\u9650\u6027\uff0c\u771f\u5b9e\u6807\u8bb0\u6570\u636e\u4e0d\u53ef\u907f\u514d\u5730\u5305\u542b\u4e0d\u51c6\u786e\u7684\u4f30\u8ba1\uff0c\u4f8b\u5982\u65e0\u6cd5\u6355\u6349\u900f\u660e\u7269\u4f53\u7684\u6df1\u5ea6\uff0c\u7acb\u4f53\u5339\u914d\u7b97\u6cd5\u4ee5\u53caSFM\u7b97\u6cd5\u5728\u5904\u7406\u52a8\u6001\u7269\u4f53\u6216\u5f02\u5e38\u503c\u65f6\u53d7\u5230\u7684\u5f71\u54cd\u3002\u53e6\u4e00\u4e2a\u662f\u7ec6\u8282\u5ffd\u7565\uff0c\u4e00\u4e9b\u771f\u5b9e\u6570\u636e\u901a\u5e38\u4f1a\u5ffd\u7565\u6df1\u5ea6\u56fe\u4e2d\u7684\u67d0\u4e9b\u7ec6\u8282\uff0c\u4f8b\u5982\u6811\u548c\u6905\u5b50\u7684\u6df1\u5ea6\u5f80\u5f80\u8868\u793a\u975e\u5e38\u7c97\u7cd9\u3002\u4e3a\u4e86\u514b\u670d\u8fd9\u4e9b\u95ee\u9898\uff0c\u7814\u7a76\u8005\u51b3\u5b9a\u6539\u53d8\u8bad\u7ec3\u6570\u636e\uff0c\u5bfb\u627e\u5177\u6709\u6700\u597d\u6ce8\u91ca\u7684\u56fe\u50cf\uff0c\u4e13\u95e8\u5229\u7528\u5177\u6709\u6df1\u5ea6\u4fe1\u606f\u7684\u5408\u6210\u56fe\u50cf\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e7f\u6cdb\u68c0\u67e5\u5408\u6210\u56fe\u50cf\u7684\u6807\u7b7e\u8d28\u91cf\u3002<br><strong>\u5408\u6210\u56fe\u50cf\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u6240\u6709\u7cbe\u7ec6\u7ec6\u8282\u90fd\u4f1a\u5f97\u5230\u6b63\u786e\u6807\u8bb0\uff0c\u5982\u56fe2\u6240\u793a\uff1b<\/p>\n\n\n\n<p>\u25cf\u53ef\u4ee5\u83b7\u5f97\u5177\u6709\u6311\u6218\u6027\u7684\u900f\u660e\u7269\u4f53\u548c\u53cd\u5c04\u8868\u9762\u7684\u5b9e\u9645\u6df1\u5ea6\uff0c\u5982\u56fe2\u4e2d\u7684\u82b1\u74f6\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"370\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-219-1024x370.png\" alt=\"\" class=\"wp-image-13150\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-219-1024x370.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-219-300x108.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-219-768x277.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-219.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5408\u6210\u6570\u636e\u7684\u6df1\u5ea6<\/p>\n\n\n\n<p><strong>\u4f46\u662f\u5408\u6210\u6570\u636e\u4ecd\u7136\u4e5f\u5177\u6709\u4ee5\u4e0b\u5c40\u9650\u6027\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u5408\u6210\u56fe\u50cf\u4e0e\u771f\u5b9e\u56fe\u50cf\u4e4b\u95f4\u5b58\u5728\u5206\u5e03\u504f\u5dee\u3002\u5c3d\u7ba1\u5f53\u524d\u7684\u56fe\u50cf\u5f15\u64ce\u529b\u6c42\u8fbe\u5230\u7167\u7247\u7ea7\u903c\u771f\u7684\u6548\u679c\uff0c\u4f46\u5176\u98ce\u683c\u548c\u989c\u8272\u5206\u5e03\u4e0e\u771f\u5b9e\u56fe\u50cf\u4ecd\u5b58\u5728\u660e\u663e\u5dee\u5f02\u3002\u5408\u6210\u56fe\u50cf\u7684\u989c\u8272\u8fc7\u4e8e\u201c\u5e72\u51c0\u201d\uff0c\u5e03\u5c40\u8fc7\u4e8e\u201c\u6709\u5e8f\u201d\uff0c\u800c\u771f\u5b9e\u56fe\u50cf\u5219\u5305\u542b\u66f4\u591a\u968f\u673a\u6027\uff1b<\/p>\n\n\n\n<p>\u25cf\u5408\u6210\u56fe\u50cf\u7684\u573a\u666f\u8986\u76d6\u8303\u56f4\u6709\u9650\u3002\u5b83\u4eec\u662f\u4ece\u5177\u6709\u9884\u5b9a\u4e49\u56fa\u5b9a\u573a\u666f\u7c7b\u578b\u7684\u56fe\u5f62\u5f15\u64ce\u8fed\u4ee3\u91c7\u6837\u7684\uff0c\u4f8b\u5982\u201c\u5ba2\u5385\u201d\u548c\u201c\u8857\u666f\u201d\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u56e0\u6b64\u5728MDE\u4e2d\uff0c\u4ece\u5408\u6210\u56fe\u50cf\u5230\u771f\u5b9e\u56fe\u50cf\u7684\u8fc1\u79fb\u5e76\u975e\u6613\u4e8b\u3002\u4e3a\u4e86\u7f13\u89e3\u6cdb\u5316\u95ee\u9898\uff0c\u4e00\u4e9b\u5de5\u4f5c\u4f7f\u7528\u771f\u5b9e\u56fe\u50cf\u548c\u5408\u6210\u56fe\u50cf\u7684\u7ec4\u5408\u8bad\u7ec3\u96c6\uff0c\u4f46\u662f\u771f\u5b9e\u56fe\u50cf\u7684\u7c97\u6df1\u5ea6\u56fe\u5bf9\u7ec6\u7c92\u5ea6\u9884\u6d4b\u5177\u6709\u7834\u574f\u6027\u3002\u53e6\u4e00\u4e2a\u6f5c\u5728\u7684\u89e3\u51b3\u65b9\u6848\u662f\u6536\u96c6\u66f4\u591a\u7684\u5408\u6210\u56fe\u50cf\uff0c\u4f46\u662f\u8fd9\u662f\u4e0d\u53ef\u6301\u7eed\u7684\u3002\u56e0\u6b64\uff0c\u5728\u672c\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e00\u4e2a\u8def\u7ebf\u56fe\u53ef\u4ee5\u5728\u4e0d\u8fdb\u884c\u4efb\u4f55\u6743\u8861\u7684\u60c5\u51b5\u4e0b\u89e3\u51b3\u7cbe\u786e\u6027\u548c\u9c81\u68d2\u6027\u56f0\u5883\uff0c\u5e76\u4e14\u9002\u7528\u4e8e\u4efb\u4f55\u6a21\u578b\u89c4\u6a21\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"188\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-220-1024x188.png\" alt=\"\" class=\"wp-image-13151\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-220-1024x188.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-220-300x55.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-220-768x141.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-220.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5bf9\u4e0d\u540c\u89c6\u89c9\u7f16\u7801\u5668\u5728\u5408\u6210\u5230\u771f\u5b9e\u8f6c\u6362\u65b9\u9762\u7684\u5b9a\u6027\u6bd4\u8f83<\/p>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u662f\u6574\u5408\u672a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\u3002\u56e2\u961f\u6700\u5f3a\u5927\u7684MDE\u6a21\u578b\u57fa\u4e8eDINOV2-G\uff0c\u6700\u521d\u4ec5\u4f7f\u7528\u9ad8\u8d28\u91cf\u5408\u6210\u56fe\u50cf\u8fdb\u884c\u8bad\u7ec3\uff0c\u7136\u540e\u5b83\u5728\u672a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\u4e0a\u5206\u914d\u4f2a\u6df1\u5ea6\u6807\u7b7e\uff0c\u6700\u540e\u4ec5\u4f7f\u7528\u5927\u89c4\u6a21\u4e14\u7cbe\u786e\u7684\u4f2a\u6807\u8bb0\u56fe\u50cf\u8fdb\u884c\u8bad\u7ec3\u3002Depth Anything v1\u51f8\u663e\u4e86\u5927\u89c4\u6a21\u65e0\u6807\u8bb0\u771f\u5b9e\u6570\u636e\u7684\u91cd\u8981\u6027\u3002<strong>\u9488\u5bf9\u5408\u6210\u6807\u8bb0\u56fe\u50cf\u7684\u7f3a\u70b9\uff0c\u9610\u8ff0\u6574\u5408\u672a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u7684\u4f5c\u7528\uff1a<\/strong><\/p>\n\n\n\n<p>\u25cf\u5f25\u8865\u5dee\u8ddd\uff1a\u7531\u4e8e\u5206\u5e03\u504f\u79fb\uff0c\u76f4\u63a5\u4ece\u5408\u6210\u8bad\u7ec3\u56fe\u50cf\u8f6c\u79fb\u5230\u771f\u5b9e\u6d4b\u8bd5\u56fe\u50cf\u5177\u6709\u6311\u6218\u6027\u3002\u4f46\u662f\u5982\u679c\u53ef\u4ee5\u5229\u7528\u989d\u5916\u7684\u771f\u5b9e\u56fe\u50cf\u4f5c\u4e3a\u4e2d\u95f4\u5b66\u4e60\u76ee\u6807\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u5c06\u66f4\u52a0\u53ef\u9760\u3002\u76f4\u89c2\u5730\u8bb2\uff0c\u5728\u5bf9\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u8fdb\u884c\u660e\u786e\u8bad\u7ec3\u540e\uff0c\u6a21\u578b\u53ef\u4ee5\u66f4\u719f\u6089\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u5206\u5e03\u3002\u4e0e\u624b\u52a8\u6ce8\u91ca\u7684\u56fe\u50cf\u76f8\u6bd4\uff0c\u81ea\u52a8\u751f\u6210\u7684\u4f2a\u6807\u7b7e\u7ec6\u7c92\u5ea6\u548c\u5b8c\u6574\u5ea6\u66f4\u9ad8\u3002<\/p>\n\n\n\n<p>\u25cf\u589e\u5f3a\u573a\u666f\u8986\u76d6\u7387\uff1a\u5408\u6210\u56fe\u50cf\u7684\u591a\u6837\u6027\u6709\u9650\uff0c\u6ca1\u6709\u5305\u542b\u8db3\u591f\u7684\u771f\u5b9e\u573a\u666f\u3002\u7136\u800c\u53ef\u4ee5\u901a\u8fc7\u5408\u5e76\u6765\u81ea\u516c\u5171\u6570\u636e\u96c6\u7684\u5927\u89c4\u6a21\u672a\u6807\u8bb0\u56fe\u50cf\u8f7b\u677e\u8986\u76d6\u5927\u91cf\u4e0d\u540c\u7684\u573a\u666f\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u5408\u6210\u56fe\u50cf\u662f\u4ece\u9884\u5b9a\u4e49\u89c6\u9891\u4e2d\u91cd\u590d\u91c7\u6837\u7684\uff0c\u56e0\u6b64\u786e\u5b9e\u975e\u5e38\u5197\u4f59\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u672a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\u6e05\u6670\u53ef\u8fa8\uff0c\u4fe1\u606f\u91cf\u4e30\u5bcc\u3002\u901a\u8fc7\u5728\u8db3\u591f\u7684\u56fe\u50cf\u548c\u573a\u666f\u4e0a\u8bad\u7ec3\uff0c\u6a21\u578b\u4e0d\u4ec5\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u96f6\u6837\u672cMDE\u80fd\u529b\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u4f5c\u4e3a\u4e0b\u6e38\u76f8\u5173\u4efb\u52a1\u66f4\u597d\u7684\u8bad\u7ec3\u6e90\u3002<\/p>\n\n\n\n<p>\u25cf\u5c06\u7ecf\u9a8c\u4ece\u6700\u5f3a\u5927\u7684\u6a21\u578b\u8f6c\u79fb\u5230\u8f83\u5c0f\u7684\u6a21\u578b\uff1a\u5982\u56fe5\u6240\u793a\uff0c\u8f83\u5c0f\u7684\u6a21\u578b\u672c\u8eab\u65e0\u6cd5\u76f4\u63a5\u4ece\u5408\u6210\u5230\u771f\u5b9e\u7684\u8fc1\u79fb\u4e2d\u53d7\u76ca\u3002\u7136\u800c\uff0c\u6709\u4e86\u5927\u89c4\u6a21\u672a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\uff0c\u53ef\u4ee5\u5b66\u4e60\u6a21\u4eff\u66f4\u5f3a\u5927\u7684\u6a21\u578b\u7684\u9ad8\u8d28\u91cf\u9884\u6d4b\uff0c\u7c7b\u4f3c\u4e8e\u77e5\u8bc6\u84b8\u998f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"152\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-221-1024x152.png\" alt=\"\" class=\"wp-image-13153\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-221-1024x152.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-221-300x44.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-221-768x114.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-221.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"281\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-222-1024x281.png\" alt=\"\" class=\"wp-image-13154\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-222-1024x281.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-222-300x82.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-222-768x210.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-222.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>3.1 \u6574\u4f53\u6846\u67b6<\/strong><\/p>\n\n\n\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u5206\u6790\uff0c\u8bad\u7ec3Depth Anything v2\u7684\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u57fa\u4e8e\u9ad8\u8d28\u91cf\u5408\u6210\u56fe\u50cf\u8bad\u7ec3\u57fa\u4e8eDINOv2-G\u7684\u53ef\u9760\u6559\u5e08\u6a21\u578b\uff1b<\/p>\n\n\n\n<p>\u25cf\u5728\u5927\u89c4\u6a21\u672a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\u4e0a\u4ea7\u751f\u7cbe\u786e\u7684\u4f2a\u6df1\u5ea6\uff1b<\/p>\n\n\n\n<p>\u25cf\u5728\u4f2a\u6807\u8bb0\u7684\u771f\u5b9e\u56fe\u50cf\u4e0a\u8bad\u7ec3\u6700\u7ec8\u7684\u5b66\u751f\u6a21\u578b\uff0c\u5b9e\u73b0\u7a33\u5065\u7684\u6cdb\u5316\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u53d1\u5e034\u79cd\u5b66\u751f\u6a21\u578b\uff0c\u5206\u522b\u57fa\u4e8eDINOv2\u7684\u5c0f\u578b\uff0c\u57fa\u7840\uff0c\u5927\u578b\u548c\u5de8\u578b\u6a21\u578b\u3002<\/p>\n\n\n\n<p><strong>3.2 \u7ec6\u8282<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"125\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/71901.png\" alt=\"\" class=\"wp-image-13155\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/71901.png 691w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/71901-300x54.png 300w\" sizes=\"(max-width: 691px) 100vw, 691px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"712\" height=\"930\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-223.png\" alt=\"\" class=\"wp-image-13156\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-223.png 712w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-223-230x300.png 230w\" sizes=\"(max-width: 712px) 100vw, 712px\" \/><\/figure>\n\n\n\n<p>\u8bad\u7ec3\u6570\u636e\u96c6<\/p>\n\n\n\n<p><strong>3.3 DA-2K<\/strong><\/p>\n\n\n\n<p>\u8003\u8651\u5230\u5df2\u6709\u566a\u58f0\u6570\u636e\u7684\u9650\u5236\uff0c\u8be5\u7814\u7a76\u7684\u76ee\u6807\u662f\u6784\u5efa\u4e00\u4e2a\u901a\u7528\u7684\u76f8\u5bf9\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u8bc4\u4f30\u57fa\u51c6\u3002<strong>\u8be5\u57fa\u51c6\u53ef\u4ee5\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u63d0\u4f9b\u7cbe\u786e\u7684\u6df1\u5ea6\u5173\u7cfb\uff1b<\/p>\n\n\n\n<p>\u25cf\u8986\u76d6\u5e7f\u6cdb\u7684\u573a\u666f\uff1b<\/p>\n\n\n\n<p>\u25cf\u5305\u542b\u5927\u591a\u6570\u9002\u5408\u73b0\u4ee3\u4f7f\u7528\u7684\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u4eba\u7c7b\u5f88\u96be\u6807\u6ce8\u6bcf\u4e2a\u50cf\u7d20\u7684\u6df1\u5ea6\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u81ea\u7136\u56fe\u50cf\uff0c\u56e0\u6b64\u7814\u7a76\u5458\u4e3a\u6bcf\u4e2a\u56fe\u50cf\u6807\u6ce8\u7a00\u758f\u6df1\u5ea6\u3002\u901a\u5e38\uff0c\u7ed9\u5b9a\u4e00\u5e45\u56fe\u50cf\uff0c\u53ef\u4ee5\u9009\u62e9\u5176\u4e2d\u76842\u4e2a\u50cf\u7d20\uff0c\u5e76\u786e\u5b9a\u5b83\u4eec\u4e4b\u95f4\u7684\u76f8\u5bf9\u6df1\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"244\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-224-1024x244.png\" alt=\"\" class=\"wp-image-13157\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-224-1024x244.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-224-300x71.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-224-768x183.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-224.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>DA-2K<\/p>\n\n\n\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u53ef\u4ee5\u91c7\u75282\u4e2a\u4e0d\u540c\u7684\u7ba1\u9053\u6765\u9009\u62e9\u50cf\u7d20\u5bf9\u3002\u5728\u7b2c\u4e00\u4e2a\u7ba1\u9053\u4e2d\uff0c\u5982\u56fe5(a)\u6240\u793a\uff0c\u4f7f\u7528SAM\u81ea\u52a8\u9884\u6d4b\u5bf9\u8c61\u63a9\u7801\u3002\u4f46\u662f\u53ef\u80fd\u5b58\u5728\u6a21\u578b\u9884\u6d4b\u7684\u60c5\u51b5\uff0c\u5f15\u5165\u7b2c\u4e8c\u4e2a\u7ba1\u9053\uff0c\u4ed4\u7ec6\u5206\u6790\u56fe\u50cf\u5e76\u624b\u52a8\u8bc6\u522b\u5177\u6709\u6311\u6218\u6027\u7684\u50cf\u7d20\u5bf9\u3002DA-2K\u5e76\u4e0d\u80fd\u53d6\u4ee3\u5f53\u524d\u7684\u57fa\u51c6\uff0c\u5b83\u53ea\u662f\u4f5c\u4e3a\u51c6\u786e\u5bc6\u96c6\u6df1\u5ea6\u7684\u5148\u51b3\u6761\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"152\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-225-1024x152.png\" alt=\"\" class=\"wp-image-13158\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-225-1024x152.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-225-300x44.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-225-768x114.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-225.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e0eDepth Anything v1\u4e00\u6837\uff0c\u4f7f\u7528DPT\u4f5c\u4e3a\u6df1\u5ea6\u89e3\u7801\u5668\uff0c\u5e76\u4e14\u57fa\u4e8eDINO 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srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-226-1024x292.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-226-300x86.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-226-768x219.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-226.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u96f6\u6837\u672c\u6df1\u5ea6\u4f30\u8ba1<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"119\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-227-1024x119.png\" alt=\"\" class=\"wp-image-13160\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-227-1024x119.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-227-300x35.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-227-768x89.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-227.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>DA-2K\u8bc4\u4f30\u57fa\u51c6\u4e0a\u7684\u6027\u80fd<\/p>\n\n\n\n<p>\u5982\u88683\u6240\u793a\uff0c\u7ed3\u679c\u4f18\u4e8eMiDaS\uff0c\u7a0d\u900a\u4e8eV1\u3002\u7136\u800c\uff0cv2\u672c\u8eab\u662f\u9488\u5bf9\u8584\u7ed3\u6784\u8fdb\u884c\u7ec6\u7c92\u5ea6\u9884\u6d4b\uff0c\u5bf9\u590d\u6742\u573a\u666f\u548c\u900f\u660e\u7269\u4f53\u8fdb\u884c\u7a33\u5065\u9884\u6d4b\u3002\u8fd9\u4e9b\u7ef4\u5ea6\u7684\u6539\u8fdb\u65e0\u6cd5\u6b63\u786e\u53cd\u6620\u5728\u5f53\u524d\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u3002\u800c\u5728DA-2K\u7684\u6d4b\u8bd5\u4e0a\uff0c\u5373\u4f7f\u662f\u6700\u5c0f\u7684\u6a21\u578b\u4e5f\u660e\u663e\u4f18\u4e8e\u5176\u4ed6\u57fa\u4e8eSD\u7684\u5927\u6a21\u578b\u3002\u63d0\u51fa\u7684\u6700\u5927\u6a21\u578b\u5728\u76f8\u5bf9\u6df1\u5ea6\u8fa8\u522b\u65b9\u9762\u7684\u51c6\u786e\u7387\u6bd4Margold\u9ad8\u51fa10.6%.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"394\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-228-1024x394.png\" alt=\"\" class=\"wp-image-13161\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-228-1024x394.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-228-300x116.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-228-768x296.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-228.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5c06Depth Anything V2\u9884\u8bad\u7ec3\u7f16\u7801\u5668\u5fae\u8c03\u81f3\u57df\u5185\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\uff0c\u5373\u8bad\u7ec3\u548c\u6d4b\u8bd5\u56fe\u50cf\u5171\u4eab\u540c\u4e00\u57df\u3002\u6240\u6709\u6bd4\u8f83\u65b9\u6cd5\u90fd\u4f7f\u7528\u63a5\u8fd1ViT-L\u7684\u7f16\u7801\u5668\u5927\u5c0f<\/p>\n\n\n\n<p>\u5982\u88685\u6240\u793a\uff0c\u5c06\u7f16\u7801\u5668\u8f6c\u79fb\u5230\u4e0b\u6e38\u7684\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u4efb\u52a1\u4e0a\uff0c\u5728NYU-D\u548cKITTI\u6570\u636e\u96c6\u4e0a\u90fd\u6bd4\u4e4b\u524d\u7684\u65b9\u6cd5\u53d6\u5f97\u4e86\u663e\u8457\u6539\u8fdb\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5373\u4f7f\u662f\u6700\u8f7b\u91cf\u7ea7\u7684\u57fa\u4e8eViT-S\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-229-1024x341.png\" alt=\"\" class=\"wp-image-13162\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-229-1024x341.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-229-300x100.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-229-768x256.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-229.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u4e0a\u7684\u91cd\u8981\u6027<\/p>\n\n\n\n<p>\u5982\u88686\u6240\u793a\uff0c\u6d88\u878d\u5b9e\u9a8c\u8bc1\u660e\u4e86\u5927\u89c4\u6a21\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u7684\u91cd\u8981\u6027\u3002\u4e0e\u4ec5\u4f7f\u7528\u5408\u6210\u56fe\u50cf\u8fdb\u884c\u8bad\u7ec3\u76f8\u6bd4\uff0c\u6a21\u578b\u901a\u8fc7\u7ed3\u5408\u4f2a\u6807\u8bb0\u771f\u5b9e\u56fe\u50cf\u5f97\u5230\u4e86\u6781\u5927\u7684\u589e\u5f3a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"152\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-230-1024x152.png\" alt=\"\" class=\"wp-image-13163\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-230-1024x152.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-230-300x44.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-230-768x114.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/07\/\u56fe\u7247-230.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u672c\u7814\u7a76\u4e2d\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86Depth Anything v2\uff0c\u4e00\u79cd\u66f4\u5f3a\u5927\u7684\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u57fa\u7840\u6a21\u578b\u3002<strong>\u5b83\u80fd\u591f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u25cf\u63d0\u4f9b\u7a33\u5065\u4e14\u7ec6\u7c92\u5ea6\u66f4\u5927\u7684\u6df1\u5ea6\u9884\u6d4b\uff1b<\/p>\n\n\n\n<p>\u25cf\u652f\u6301\u5177\u6709\u5404\u79cd\u6a21\u578b\u5927\u5c0f\uff08\u4ece25M\u52301.3B\u53c2\u6570\uff09\u7684\u5e7f\u6cdb\u5e94\u7528\uff1b<\/p>\n\n\n\n<p>\u25cf\u53ef\u8f7b\u677e\u5fae\u8c03\u5230\u4e0b\u6e38\u4efb\u52a1\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u6709\u6548\u7684\u6a21\u578b\u521d\u59cb\u5316\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u63ed\u793a\u4e86\u8fd9\u9879\u5173\u952e\u53d1\u73b0\uff0c\u6b64\u5916\uff0c\u8003\u8651\u5230\u73b0\u6709\u6d4b\u8bd5\u96c6\u4e2d\u591a\u6837\u6027\u5f31\uff0c\u566a\u58f0\u5f3a\u7684\u7279\u70b9\uff0c\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u4e2a\u591a\u529f\u80fd\u8bc4\u4f30\u57fa\u51c6DA-2K\uff0c\u6db5\u76d6\u5177\u6709\u7cbe\u786e\u4e14\u5177\u6709\u6311\u6218\u6027\u7684\u7a00\u758f\u6df1\u5ea6\u6807\u7b7e\u7684\u5404\u79cd\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/p>\n\n\n\n<p><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb\uff1a 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,1],"tags":[],"class_list":["post-13145","post","type-post","status-publish","format-standard","hentry","category-technology-frontier","category-home"],"views":0,"_links":{"self":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/13145"}],"collection":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/comments?post=13145"}],"version-history":[{"count":2,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/13145\/revisions"}],"predecessor-version":[{"id":13165,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/13145\/revisions\/13165"}],"wp:attachment":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/media?parent=13145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/categories?post=13145"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/tags?post=13145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}