{"id":35881,"date":"2025-01-02T15:00:10","date_gmt":"2025-01-02T07:00:10","guid":{"rendered":"https:\/\/17aitech.com\/?p=35881"},"modified":"2025-01-02T15:00:10","modified_gmt":"2025-01-02T07:00:10","slug":"%e5%8d%95%e7%9b%ae%e4%b8%89%e7%bb%b4%e6%a3%80%e6%b5%8b%e5%ae%9e%e6%97%b6%e6%b3%9b%e5%8c%96%ef%bc%8c%e7%ba%af%e8%a7%86%e8%a7%89%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e9%b2%81%e6%a3%92%e6%84%9f%e7%9f%a5","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35881","title":{"rendered":"\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u5b9e\u65f6\u6cdb\u5316\uff0c\u7eaf\u89c6\u89c9\u81ea\u52a8\u9a7e\u9a76\u9c81\u68d2\u611f\u77e5\u65b9\u6cd5\u5165\u9009ECCV 2024"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-03\" target=\"_blank\">\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u5b9e\u65f6\u6cdb\u5316\uff0c\u7eaf\u89c6\u89c9\u81ea\u52a8\u9a7e\u9a76\u9c81\u68d2\u611f\u77e5\u65b9\u6cd5\u5165\u9009ECCV 2024<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-dcefd76ea643b951eb42263a60110cab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-dcefd76ea643b951eb42263a60110cab.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u6797\u5b8f\u5f6c\u6765\u81ea\u9999\u6e2f\u4e2d\u6587\u5927\u5b66 (\u6df1\u5733) Deep Bit \u5b9e\u9a8c\u5ba4\uff0c\u5bfc\u5e08\u4e3a\u674e\u9547\u8001\u5e08\u3002\u5b9e\u9a8c\u5ba4\u4e13\u6ce8\u4e8e\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8fdb\u884c\u8de8\u5b66\u79d1\u7814\u7a76\uff0c\u4f8b\u5982\u81ea\u52a8\u9a7e\u9a76\u7684\u4e09\u7ef4\u611f\u77e5\u3001\u533b\u5b66\u6210\u50cf\u548c\u5206\u5b50\u7406\u89e3\u7684\u591a\u6a21\u6001\u6570\u636e\u5206\u6790\u548c\u751f\u6210\u7b49\u3002\u7814\u7a76\u9886\u57df\u6db5\u76d6\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u673a\u5668 \/ \u6df1\u5ea6\u5b66\u4e60\u548c AI4Science\u3002\u611f\u5174\u8da3\u7684\u540c\u5b66\u53ef\u4ee5\u5728\u4e3b\u9875\u4e0a\u83b7\u53d6\u66f4\u591a\u4fe1\u606f<\/strong><strong>https:\/\/mypage.cuhk.edu.cn\/academics\/lizhen\/<\/strong><\/p>\n<section>\u5168\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7684\u7eaf\u89c6\u89c9\u65b9\u6848\u5982\u7279\u65af\u62c9 \u201cTesla Vision\u201d\uff0c\u4ec5\u4f9d\u8d56\u4e8e\u6444\u50cf\u5934\u6536\u96c6\u7684\u56fe\u50cf\u6570\u636e\uff0c\u65e8\u5728\u5b9e\u73b0\u9ad8\u6548\u4e14\u6210\u672c\u6548\u76ca\u9ad8\u7684\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u3002\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\uff0c\u89c6\u89c9\u611f\u77e5\u6a21\u578b\u5728\u9762\u5bf9\u8bad\u7ec3\u6570\u636e\u5206\u5e03\u5916\u573a\u666f\u7684\u6cdb\u5316\u80fd\u529b\u5c24\u4e3a\u5173\u952e\u3002\u6765\u81ea\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08\u6df1\u5733\uff09\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u6606\u4ed1\u4e07\u7ef4\u548c\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7684\u5b66\u8005\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a MonoTTA \u7684\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u7684\u5b9e\u65f6\u6d4b\u8bd5\u65f6\u81ea\u9002\u5e94\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u4f7f\u6a21\u80fd\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b9e\u65f6\u8fdb\u884c\u5feb\u901f\u7684\u65e0\u76d1\u7763\u5b66\u4e60\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5176\u5728\u672a\u77e5\u6d4b\u8bd5\u5206\u5e03\u4e0a\u7684\u8868\u73b0\u3002<\/section>\n<section><\/section>\n<section>MonoTTA \u901a\u8fc7\u81ea\u9002\u5e94\u6316\u6398\u9ad8\u7f6e\u4fe1\u5ea6\u7269\u4f53\uff0c\u540c\u65f6\u5229\u7528\u8d1f\u6807\u7b7e\u4ee5\u7f13\u89e3\u4f2a\u6807\u7b7e\u7684\u566a\u97f3\uff0c\u6709\u6548\u51cf\u5c11\u4e86\u6a21\u578b\u7684\u6f0f\u68c0\u548c\u8bef\u68c0\uff0c\u4ece\u800c\u5e2e\u52a9\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u7684\u5b9e\u65f6\u6cdb\u5316\u3002\u76ee\u524d\u4ee3\u7801\u5df2\u5f00\u6e90\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u5230 GitHub \u67e5\u770b\u66f4\u591a\u5c55\u793a\u89c6\u9891\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-907f666de976694dba7846cd0ebdbe7f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-907f666de976694dba7846cd0ebdbe7f.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2405.19682<\/section>\n<\/li>\n<li>\n<section>GitHub\uff1ahttps:\/\/github.com\/Hongbin98\/MonoTTA<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u7eaf\u89c6\u89c9\u65b9\u6848\u5728\u81ea\u52a8\u9a7e\u9a76\u7684\u843d\u5730\u5e94\u7528\u8fd8\u6709\u591a\u8fdc\uff1f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u8fd1\u5e74\u6765\uff0c\u7eaf\u89c6\u89c9\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u5728\u5168\u7403\u6c7d\u8f66\u884c\u4e1a\u4e2d\u5f15\u8d77\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u6807\u5fd7\u7740\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u5411\u66f4\u9ad8\u667a\u80fd\u5316\u7684\u8fc8\u8fdb\u3002\u4e0d\u7981\u8ba9\u4eba\u601d\u8003\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u771f\u6b63\u5b9e\u73b0\u7eaf\u89c6\u89c9\u65b9\u6848\u8fd8\u6709\u591a\u8fdc\u5462\uff1f\u00a0<\/section>\n<section><\/section>\n<section><strong>\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u7eaf\u89c6\u89c9\u65b9\u6848\u7684\u6cdb\u5316\u80fd\u529b\u81f3\u5173\u91cd\u8981\u3002<\/strong>\u7136\u800c\uff0c\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u901a\u5e38\u4f9d\u8d56\u5927\u91cf\u9884\u5148\u6536\u96c6\u7684\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\u3002\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6d4b\u8bd5\u6570\u636e\u7684\u5206\u5e03\u5f80\u5f80\u4e0e\u8bad\u7ec3\u6570\u636e\u4e0d\u540c\uff0c\u8fd9\u79cd\u73b0\u8c61\u79f0\u4e3a \u201c\u5206\u5e03\u504f\u79fb\u201d\u3002\u5206\u5e03\u504f\u79fb\u5728\u5b9e\u9645\u6d4b\u8bd5\u4e2d\u5f80\u5f80\u53ef\u80fd\u8868\u73b0\u4e3a\uff1a1\uff09\u81ea\u7136\u5929\u6c14\u7684\u53d8\u5316\u5bfc\u81f4\u9053\u8def\u4e0a\u7684\u7269\u4f53\u88ab\u906e\u6321\uff08\u5982\u96fe\u3001\u96ea\uff09\uff0c\u6216\u5149\u7ebf\u6761\u4ef6\u663e\u8457\u53d8\u5316\uff1b2\uff09\u7531\u4e8e\u9a7e\u9a76\u8fc7\u7a0b\u4e2d\u7684\u6444\u50cf\u5934\u6296\u52a8\uff0c\u51fa\u73b0\u753b\u9762\u6a21\u7cca\uff1b3\uff09\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u6765\u81ea\u67d0\u4e2a\u56db\u5b63\u5982\u6625\u7684\u57ce\u5e02\uff0c\u4f46\u5728\u9ad8\u7eac\u5ea6\u7684\u57ce\u5e02\u8fdb\u884c\u6d4b\u8bd5\u3002\u8fd9\u4e9b\u5e38\u89c1\u4f46\u68d8\u624b\u7684\u5206\u5e03\u504f\u79fb\u95ee\u9898\u5bf9\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u5f71\u54cd\u5f88\u5927\uff0c\u5f80\u5f80\u5bfc\u81f4\u6a21\u578b\u6027\u80fd\u663e\u8457\u4e0b\u964d\uff0c\u4e25\u91cd\u5236\u7ea6\u4e86\u5176\u5728\u5ba4\u5916\u573a\u666f\u7684\u5e7f\u6cdb\u90e8\u7f72\u3002<\/section>\n<section><\/section>\n<section><strong>\u7eaf\u89c6\u89c9\u65b9\u6848\u5728\u906d\u9047\u5206\u5e03\u504f\u79fb\u65f6\u5177\u4f53\u4f1a\u6709\u4ec0\u4e48\u95ee\u9898\u5462\uff1f<\/strong>\u4ee5\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u4e3a\u4f8b\uff0c\u5982\u56fe 2 \u6240\u793a\uff0c\u5f53\u4e00\u4e2a\u7ecf\u8fc7\u826f\u597d\u8bad\u7ec3\u7684\u6a21\u578b\u76f4\u63a5\u5e94\u7528\u4e8e\u53d7\u81ea\u7136\u6c14\u5019\u5e72\u6270\uff08\u5982\u96ea\u548c\u96fe\uff09\u5f71\u54cd\u7684\u975e\u8bad\u7ec3\u5206\u5e03\u6d4b\u8bd5\u573a\u666f\u65f6\uff0c\u76f8\u6bd4\u5728\u8bad\u7ec3\u6570\u636e\u76f8\u540c\u5206\u5e03\uff08\u5373\u6674\u5929\uff09\u7684\u573a\u666f\uff0c\u5206\u5e03\u5916\u6d4b\u8bd5\u6570\u636e\u4e2d\u7684\u7269\u4f53\u68c0\u6d4b\u5206\u6570\u4f1a\u663e\u8457\u4e0b\u964d\u3002<strong>\u6b63\u5982\u6211\u4eec\u5728\u6076\u52a3\u5929\u6c14\u4e0b\u884c\u8f66\uff0c\u89c6\u91ce\u8303\u56f4\u5185\u7684\u8f66\u8f86\u3001\u884c\u4eba\u4e5f\u4f1a\u53d8\u5f97\u6a21\u7cca\u4e0d\u6e05\uff0c\u5f88\u96be\u5224\u65ad\u6e05\u695a\u8fdc\u65b9\u5230\u5e95\u662f\u4e0d\u662f\u6709\u5176\u4ed6\u8f66\u8f86<\/strong>\u3002\u7136\u800c\u5f53\u524d\u7684\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u65b9\u6cd5\u901a\u5e38\u4f7f\u7528\u56fa\u5b9a\u7684\u5206\u6570\u9608\u503c\uff08\u5982 0.2\uff09\u6765\u8fdb\u884c\u7269\u4f53\u68c0\u6d4b\uff0c<strong>\u7269\u4f53\u68c0\u6d4b\u5206\u6570\u7684\u5927\u5e45\u4e0b\u964d\u5bfc\u81f4\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u51fa\u73b0\u5927\u91cf\u6f0f\u68c0\u3001\u9519\u68c0<\/strong>\uff0c\u4ece\u800c\u4f7f\u5f97\u6a21\u578b\u7684\u6027\u80fd\u5927\u5e45\u4e0b\u964d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ff521f17aec8d4e555196a18b6e27252.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ff521f17aec8d4e555196a18b6e27252.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2 \u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u5728\u57df\u5916\u573a\u666f\u4e0b\u5448\u73b0\u7269\u4f53\u68c0\u6d4b\u5206\u6570\u7684\u5927\u5e45\u4e0b\u964d\uff0c\u5bfc\u81f4\u5927\u91cf\u6f0f\u68c0\u3001\u9519\u68c0<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u90a3\u4e48\u8be5\u5982\u4f55\u89e3\u51b3\u5206\u5e03\u504f\u79fb\u5462\uff1f<\/strong>\u4e3a\u4e86\u5e94\u5bf9\u6570\u636e\u5206\u5e03\u7684\u6f5c\u5728\u504f\u79fb\u548c\u7b97\u6cd5\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u5bf9\u53ef\u6269\u5c55\u6027\u548c\u65f6\u6548\u6027\u7684\u9700\u6c42\uff0c\u4e00\u79cd\u53ef\u884c\u7684\u8303\u5f0f\u662f\u6d4b\u8bd5\u65f6\u81ea\u9002\u5e94\uff08Test-Time Adaptation, TTA\uff09\u3002\u8be5\u8303\u5f0f\u8981\u6c42\u7b97\u6cd5\u5728\u6d4b\u8bd5\u9636\u6bb5\u6307\u5bfc\u6a21\u578b\u8fdb\u884c\u5feb\u901f\u65e0\u76d1\u7763 \/ \u81ea\u76d1\u7763\u5b66\u4e60\uff0c\u662f\u5f53\u524d\u7528\u4e8e\u63d0\u5347\u6df1\u5ea6\u6a21\u578b\u5206\u5e03\u5916\u6cdb\u5316\u80fd\u529b\u7684\u4e00\u79cd\u5f3a\u6709\u6548\u5de5\u5177\u3002\u800c\u5176\u4e2d\u4e00\u79cd\u66f4\u5feb\u901f\u3001\u66f4\u5b9e\u65f6\u7684\u5b50\u8303\u5f0f\u5373<strong>\u5b9e\u65f6\u6d4b\u8bd5\u65f6\u81ea\u9002\u5e94\uff08Fully Test-Time Adaptation, Fully TTA\uff09<\/strong>\uff0c\u5176\u65e8\u5728\u901a\u8fc7\u5728\u7ebf\u65b9\u5f0f\u5229\u7528\u8fde\u7eed\u7684\u6d4b\u8bd5\u6570\u636e\u6d41\u5b9e\u65f6\u8c03\u6574\u548c\u4f18\u5316\u6a21\u578b\uff0c\u7f13\u89e3\u6570\u636e\u5206\u5e03\u504f\u79fb\u5e26\u6765\u7684\u95ee\u9898\u4ece\u800c\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u3002\u8be5\u8303\u5f0f\u80fd\u591f\u6ee1\u8db3\u73b0\u5b9e\u573a\u666f\u4e0b\u7684\u7b97\u6cd5\u90e8\u7f72\u4e0e\u5b9e\u65f6\u4f18\u5316\u9700\u6c42\uff0c\u56e0\u6b64\u5438\u5f15\u4e86\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002<\/section>\n<section><\/section>\n<section><strong>\u73b0\u5b58 Fully TTA \u65b9\u6cd5\u5374\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u5206\u5e03\u5dee\u5f02\u5f88\u5927\u7684\u68c0\u6d4b\u4efb\u52a1\u3002<\/strong>\u4f8b\u5982\u5728\u6781\u7aef\u7684\u5929\u6c14\u6761\u4ef6\u4e0b\uff0c\u5982\u56fe 2 \u4e2d\u7684\u96ea\u5929\uff0c\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u5f80\u5f80\u65e0\u6cd5\u751f\u6210\u8db3\u591f\u7684\u9ad8\u5206\u68c0\u6d4b\u7ed3\u679c\u3002\u901a\u4fd7\u5730\u8bf4\uff0c<strong>\u6a21\u578b\u5728\u6781\u7aef\u5929\u6c14\u4e0b\u4f1a\u51fa\u73b0\u7edd\u5927\u90e8\u5206\u7269\u4f53\u5bf9\u8c61\u90fd\u770b\u4e0d\u5230\u4e86<\/strong>\u7684\u95ee\u9898\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684 Fully TTA \u65b9\u6cd5<strong>\u5374\u662f\u4f9d\u8d56\u4e8e\u6a21\u578b\u5148\u68c0\u6d4b\u51fa\u7269\u4f53\u5bf9\u8c61\uff0c\u518d\u8fdb\u884c\u6a21\u578b\u7684\u5b9e\u65f6\u9002\u5e94<\/strong>\u3002\u56e0\u6b64\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5728\u5177\u6709\u6781\u5927\u5dee\u5f02\u7684\u5206\u5e03\u5916\u573a\u666f\u4e0b\u96be\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u5b9e\u65f6\u8c03\u6574\uff0c\u6362\u800c\u8a00\u4e4b\uff0c<strong>\u7f3a\u4e4f\u6316\u6398\u672a\u88ab\u6b63\u786e\u8bc6\u522b\u7684\u7269\u4f53\uff08\u5373\u6f0f\u68c0\uff09\u7684\u80fd\u529b<\/strong>\u3002<\/section>\n<section><\/section>\n<section><strong>\u6280\u672f\u65b9\u6848<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u57fa\u4e8e\u524d\u9762\u7684\u8ba8\u8bba\uff0c\u6211\u4eec\u4e0d\u7981\u601d\u8003\uff1a<strong>\u8981\u600e\u4e48\u53bb\u8bbe\u8ba1\u4e00\u4e2a TTA \u65b9\u6cd5\uff0c\u53bb\u5b9e\u73b0\u8fd9\u79cd\u6316\u6398\u672a\u88ab\u6b63\u786e\u8bc6\u522b\u7684\u7269\u4f53\uff08\u5373\u6f0f\u68c0\uff09\u7684\u80fd\u529b\u5462\uff1f<\/strong>\u6765\u81ea\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08\u6df1\u5733\uff09\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u6606\u4ed1\u4e07\u7ef4\u548c\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7684\u5b66\u8005\u4eec\u7ed9\u51fa\u4e86\u4ed6\u4eec\u7684\u770b\u6cd5\u3002\u5b66\u8005\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u9488\u5bf9\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u7684\u5b9e\u65f6\u6d4b\u8bd5\u65f6\u81ea\u9002\u5e94\u65b9\u6cd5\uff08<strong>Monocular Test-Time Adaptation\uff0cMonoTTA<\/strong>\uff09\uff0c\u5176\u7531\u4ee5\u4e0b\u4e24\u4e2a\u9002\u5e94\u7b56\u7565\u6240\u7ec4\u6210\uff1a1\uff09 \u57fa\u4e8e\u53ef\u9760\u7269\u4f53\u5bf9\u8c61\u7684\u6a21\u578b\u81ea\u9002\u5e94\uff1b2\uff09 \u57fa\u4e8e\u8d1f\u6807\u7b7e\u4f18\u5316\u7684\u4f2a\u6807\u7b7e\u566a\u97f3\u7f13\u89e3\u3002\u5177\u4f53\u7ec6\u8282\u9610\u8ff0\u5982\u4e0b\uff1a\u00a0<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a88df16c99f76da74b1edd398405609e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a88df16c99f76da74b1edd398405609e.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3 MonoTTA \u65b9\u6cd5\u6574\u4f53\u6846\u67b6\u56fe<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u57fa\u4e8e\u53ef\u9760\u7269\u4f53\u5bf9\u8c61\u7684\u6a21\u578b\u81ea\u9002\u5e94<\/strong>\uff1a\u5177\u4f53\u800c\u8a00\uff0c\u6d4b\u8bd5\u6570\u636e\u5206\u5e03\u7684\u53d8\u5316\u4f1a\u5bfc\u81f4\u7269\u4f53\u5bf9\u8c61\u7684\u68c0\u6d4b\u5206\u6570\u9aa4\u964d\uff0c\u4ece\u800c\u5f15\u8d77\u6f0f\u68c0\u548c\u9519\u68c0\u3002\u800c\u5b66\u8005\u4eec\u901a\u8fc7\u5206\u6790\u53d1\u73b0\uff0c<strong>\u5373\u4fbf\u5728\u57df\u5916\u573a\u666f\u4e0b\uff0c\u9ad8\u68c0\u6d4b\u5206\u6570\u7684\u7269\u4f53\u5bf9\u8c61\u4ecd\u7136\u662f\u76f8\u5bf9\u53ef\u9760\u7684<\/strong>\uff08\u5982\u4e0b\u56fe 4\uff08a\uff09\u6240\u793a\uff09\u3002\u6b64\u5916\uff0c<strong>\u5373\u4f7f\u4ec5\u901a\u8fc7\u9ad8\u5206\u7269\u4f53\u5bf9\u8c61\uff08\u4f8b\u5982\uff0cscore\u22650.5\uff09\u6765\u4f18\u5316\u6a21\u578b\uff0c\u4f4e\u5206\u548c\u9ad8\u5206\u5bf9\u8c61\u7684\u6570\u91cf\u90fd\u4f1a\u589e\u52a0<\/strong>\uff08\u5373\u56fe 4\uff08b\uff09\uff09\u3002\u8fd9\u4e9b\u89c2\u5bdf\u542f\u53d1\u6211\u4eec\u8981\u5229\u7528\u9ad8\u5206\u7269\u4f53\u5bf9\u8c61\u800c\u4e0d\u662f\u6240\u6709\u7269\u4f53\u5bf9\u8c61\u8fdb\u884c\u6a21\u578b\u9002\u5e94\uff0c\u8fd9\u5c06\u662f\u4e00\u79cd\u66f4\u53ef\u9760\u7684\u65b9\u5f0f\u6765\u7f13\u89e3\u6570\u636e\u5206\u5e03\u53d8\u5316\u5e76\u53d1\u6398\u6f5c\u5728\u7269\u4f53\u5bf9\u8c61\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7a08d0f33a582c3a0a6f8b544671f1fb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7a08d0f33a582c3a0a6f8b544671f1fb.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4 \u9488\u5bf9\u5404\u81ea\u57df\u5916\u573a\u666f\u4e0b\u7684\u7269\u4f53\u5bf9\u8c61\u68c0\u6d4b\u5206\u6570\u5206\u6790<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u4e0a\u8ff0\u89c2\u5bdf\u53ef\u4ee5\u53d1\u73b0\uff1a<strong>\u57df\u5916\u573a\u666f\u4e0b\u9ad8\u5206\u5bf9\u8c61\u4e0d\u4ec5\u662f\u76f8\u5bf9\u53ef\u9760\u7684\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u9ad8\u5206\u5bf9\u8c61\u7684\u8fd9\u79cd\u76f8\u5bf9\u53ef\u9760\u7684\u6a21\u578b\u4f18\u5316\uff0c\u53d1\u6398\u51fa\u66f4\u591a\u7684\u4f4e\u5206\u6f5c\u5728\u7269\u4f53\u5bf9\u8c61\uff01<\/strong>\u8fd9\u542f\u53d1\u5b66\u8005\u4eec\u8bbe\u8ba1\u4e86\u9002\u5e94\u6027\u4f18\u5316\u635f\u5931 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8c7acd8d5b9b0980d49dedb7e4911ab1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8c7acd8d5b9b0980d49dedb7e4911ab1.png\"><\/a>\u00a0\u6765\u5229\u7528\u53ef\u9760\u7269\u4f53\u5bf9\u8c61\u5b50\u96c6\u8fdb\u884c\u6a21\u578b\u9002\u5e94\uff0c\u4ece\u800c\u7f13\u89e3\u57df\u5916\u5206\u5e03\u7684\u6d4b\u8bd5\u6570\u636e\u68c0\u6d4b\u5206\u6570\u4e0b\u964d\u95ee\u9898\uff0c\u5e76\u6316\u6398\u51fa\u66f4\u591a\u6f5c\u5728\u5bf9\u8c61\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d2b559d2932523614ca6da4da61d3fb3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d2b559d2932523614ca6da4da61d3fb3.png\"><\/a><\/p>\n<section>\u8fd9\u91cc\u7684 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-893b8e88226883119ed4846d40d53277.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-893b8e88226883119ed4846d40d53277.png\"><\/a>\u00a0\u662f\u5728\u8fed\u4ee3\u4f26\u6b21 t \u4e0b\u7684\u81ea\u9002\u5e94\u9608\u503c\uff0c\u8fd9\u662f\u8003\u8651\u5230<strong>\u5b9e\u9645\u6d4b\u8bd5\u573a\u666f\u7684\u5206\u5e03\u5dee\u5f02\u662f\u672a\u77e5\u7684<\/strong>\uff0c\u56e0\u6b64\u5f00\u53d1\u4e86\u4e00\u79cd\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u7528\u4e8e\u5728\u6d4b\u8bd5\u56fe\u50cf\u4e2d\u81ea\u52a8\u8bc6\u522b\u53ef\u9760\u7684\u9ad8\u5206\u5bf9\u8c61\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b6220bfa2f05032af327eaebf9a0d185.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b6220bfa2f05032af327eaebf9a0d185.png\"><\/a><\/p>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1db6c40202e1a2a7f3cc5c1d7b725044.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1db6c40202e1a2a7f3cc5c1d7b725044.png\"><\/a>\u4e3a\u6240\u6709\u68c0\u6d4b\u5230\u7684\u7269\u4f53\u5bf9\u8c61\u7684\u5e73\u5747\u5206\u6570\uff0c\u03b2 \u662f\u8870\u51cf\u7cfb\u6570\uff0c\u800c \u03b3 \u5219\u662f\u9075\u5faa\u539f\u65b9\u6cd5\u7684\u9884\u5b9a\u4e49\u7269\u4f53\u68c0\u6d4b\u9608\u503c\u3002B \u4e3a\u6279\u91cf\u5927\u5c0f\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b2e10efff60ebbf215aa474afde20921.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b2e10efff60ebbf215aa474afde20921.png\"><\/a>\u4e3a\u5355\u5f20\u56fe\u7247\u4e0b\u7684\u6700\u5927\u68c0\u6d4b\u7269\u4f53\u5bf9\u8c61\u6570\u76ee\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-25f44ec583f6201e9c26a3897297b6c1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-25f44ec583f6201e9c26a3897297b6c1.png\"><\/a>\u5219\u5bf9\u5e94\u6bcf\u4e2a\u68c0\u6d4b\u7269\u4f53\u7684\u5177\u4f53\u5206\u6570\u503c\u3002<\/section>\n<p><strong>\u57fa\u4e8e\u8d1f\u6807\u7b7e\u4f18\u5316\u7684\u4f2a\u6807\u7b7e\u566a\u97f3\u7f13\u89e3\uff1a<\/strong>\u867d\u7136\u901a\u8fc7<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-6abc168d0f5df252d067263130500581.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-6abc168d0f5df252d067263130500581.png\"><\/a>\u7684\u4f18\u5316\uff0c\u6a21\u578b\u80fd\u6709\u6548\u7f13\u89e3\u6f0f\u68c0\u95ee\u9898\u3002\u4f46\u50cf\u6211\u4eec\u5148\u524d\u8ba8\u8bba\u7684\uff0c<strong>\u4e00\u79cd\u6781\u7aef\u60c5\u51b5\u662f\u6570\u636e\u5206\u5e03\u5dee\u5f02\u8fd8\u4f1a\u5bfc\u81f4\u9ad8\u5206\u5bf9\u8c61\u7684\u6781\u5ea6\u7a00\u7f3a<\/strong>\uff0c\u5982\u4e0a\u56fe 4\uff08a\uff09\u4e2d\u7684\u96ea\u5929\u573a\u666f\uff0c\u6b64\u65f6\u5927\u591a\u6570\u5bf9\u8c61\u5448\u73b0\u4f4e\u5206\uff0c\u65e0\u6cd5\u5229\u7528\u9ad8\u5206\u6837\u672c\u4ee5\u4f18\u5316\u6a21\u578b\u3002\u4e3a\u6b64\uff0c\u5b66\u8005\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u8d1f\u6807\u7b7e\u6b63\u5219\u5316\u9879\uff0c\u4ee5\u5408\u7406\u5229\u7528\u4f17\u591a\u4f4e\u5206\u7269\u4f53\u5bf9\u8c61\u4ee5\u8fdb\u884c\u8d1f\u6807\u7b7e\u5b66\u4e60\u3002\u4e00\u65b9\u9762\uff0c<strong>\u8d1f\u6807\u7b7e\u6b63\u5219\u5316\u9879<\/strong>\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fa6d08792c29b14d78c36a535d82c608.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fa6d08792c29b14d78c36a535d82c608.png\"><\/a><strong>\u5141\u8bb8\u6a21\u578b\u901a\u8fc7\u4f17\u591a\u5b58\u5728\u566a\u58f0\u7684\u4f4e\u5206\u5bf9\u8c61\u8fdb\u884c\u6a21\u578b\u9002\u5e94<\/strong>\uff0c\u4ece\u800c\u4f7f\u5f97\u6a21\u578b\u5728\u7f13\u89e3\u5206\u5e03\u53d8\u5316\u540e\u83b7\u5f97\u66f4\u591a\u9ad8\u5206\u7269\u4f53\u5bf9\u8c61\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u8fd9\u4e00\u6b63\u5219\u5316\u9879\u4e5f\u9632\u6b62\u4e86\u6a21\u578b\u8fc7\u5ea6\u62df\u5408\u566a\u58f0\u548c\u7b80\u6613\u89e3\uff0c\u4f8b\u5982\u7ed9\u4e00\u4e2a\u5bf9\u8c61\u7684\u6240\u6709\u7c7b\u522b\u5206\u914d\u9ad8\u5206\u3002<\/p>\n<section>\u5177\u4f53\u5730\uff0c\u5bf9\u90a3\u4e9b\u4f4e\u4e8e\u81ea\u9002\u5e94\u9608\u503c <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-cc8ac78fc111961a442c927dfd03735e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8ad6add9b84e10a066ab4d44ba31ebe1.png\"><\/a><\/p>\n<section>\u800c\u6bcf\u4e2a\u7c7b\u522b\u4e0b\u7684\u6b63\u5219\u7ea6\u675f\u9879\u6709\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fa3436e727d877eef5c2b7368ec7d131.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fa3436e727d877eef5c2b7368ec7d131.png\"><\/a><\/p>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f62051e7f57dd0bc132804c5ba8a3095.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f62051e7f57dd0bc132804c5ba8a3095.png\"><\/a>\u662f\u5e38\u6570\u6743\u91cd\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-74ab80e9ea9f748953aceaea92a6be30.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-74ab80e9ea9f748953aceaea92a6be30.png\"><\/a>\u5219\u662f\u5177\u4f53\u68c0\u6d4b\u7269\u4f53\u5bf9\u8c61\u5bf9\u4e8e\u8d1f\u7c7b\u522b k \u4e0b\u7684\u68c0\u6d4b\u5206\u6570\u3002<\/section>\n<section><\/section>\n<section>\u901a\u4fd7\u6765\u8bf4\uff0c<strong>\u6781\u7aef\u60c5\u51b5\u4e0b\u6a21\u578b\u5f80\u5f80\u96be\u4ee5\u76f4\u63a5\u8fa8\u522b\u51fa\u7269\u4f53\u662f\u4ec0\u4e48\uff0c\u4f46\u76f8\u8f83\u4e4b\u4e0b\u6a21\u578b\u6709\u66f4\u5927\u7684\u628a\u63e1\u77e5\u9053\u7269\u4f53\u5bf9\u8c61\u4e0d\u5c5e\u4e8e\u67d0\u4e2a\u5177\u4f53\u7c7b\u522b<\/strong>\u3002\u7279\u522b\u662f\u6781\u7aef\u573a\u666f\u4e0b\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fc2a459a937764bac1a87ee7c64bd766.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-fc2a459a937764bac1a87ee7c64bd766.png\"><\/a>\u4f1a\u5728\u6a21\u578b\u9002\u5e94\u4e2d\u626e\u6f14\u4e86\u66f4\u91cd\u8981\u7684\u89d2\u8272\u3002\u56e0\u4e3a\u5b83\u53ef\u4ee5\u901a\u8fc7\u53ea\u5229\u7528\u4f4e\u5206\u6570\u7684\u5bf9\u8c61\uff08\u5373\u5426\u5b9a\u8d1f\u9762\u7c7b\u522b\uff09\u6765\u7f13\u89e3\u5206\u5e03\u504f\u79fb\uff0c\u6362\u53e5\u8bdd\u8bf4\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-52a082e60853e63607a3bf5ce45f56ba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-52a082e60853e63607a3bf5ce45f56ba.png\"><\/a>\u4f7f\u5f97\u6a21\u578b\u5728\u6781\u7aef\u573a\u666f\u4e0b\u4ecd\u7136\u80fd\u591f\u51cf\u8f7b\u5206\u5e03\u504f\u79fb\u5e76\u83b7\u5f97\u66f4\u591a\u76f8\u5bf9\u9ad8\u5206\u7684\u5bf9\u8c61\uff0c\u4ece\u800c\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e850724fa7f9d9114f4fd4cbdac7ce67.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e850724fa7f9d9114f4fd4cbdac7ce67.png\"><\/a>\u7684\u8ba1\u7b97\u5960\u5b9a\u4e86\u5173\u952e\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u6709\u6548\u6027<\/strong>\uff1aMonoTTA \u80fd\u4e3a\u73b0\u5b58\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u65b9\u6cd5\u5e26\u6765\u53ef\u89c2\u7684\u6027\u80fd\u63d0\u5347\uff1a\u5b9e\u9a8c\u7ed3\u679c\u5c55\u793a\u4e86\u63a2\u7d22\u7684\u65b0\u65b9\u6cd5\u53ef\u4ee5\u5728\u57df\u5916\u5206\u5e03\u6d4b\u8bd5\u573a\u666f\u4e2d\u4e3a\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u5e26\u6765\u663e\u8457\u7684\u6539\u8fdb\uff0c\u4f8b\u5982\uff0c\u5728\u6240\u5236\u4f5c\u7684 KITTI-C 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-226e2d639a84fe2170cabc10537ad879.png\"><\/a><\/p>\n<section>\u5e76\u4e14\uff0c\u57fa\u4e8e KITTI-RAW \u6570\u636e\u63d0\u4f9b\u4e86\u76f8\u5e94\u7684 demo \u89c6\u9891\uff08\u66f4\u591a\u793a\u4f8b\u89c6\u9891\u89c1 Github \u94fe\u63a5\uff09\uff0c\u5176\u4e2d\u5de6\u8fb9\u4e3a\u539f\u65b9\u6cd5\uff0c\u800c\u53f3\u8fb9\u5219\u5bf9\u5e94 MonoTTA \u5b9e\u65f6\u9002\u5e94\u540e\u7684\u68c0\u6d4b\u7ed3\u679c\u3002\u57fa\u4e8e\u5355\u5f20 4090 \u663e\u5361\uff0cMonoTTA <strong>\u4ec5\u9700\u7ea6 45ms \u5373\u53ef\u9002\u914d\u4e00\u5f20 1280X384 \u7684\u6d4b\u8bd5\u56fe\u50cf<\/strong>\uff0c\u5373 fps &gt;=15\u3002\u76f8\u4fe1\u901a\u8fc7\u91cf\u5316\u90e8\u7f72\u4f18\u5316\uff0c\u8fd9\u4e2a\u901f\u5ea6\u8fd8\u80fd\u88ab\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f646d7260715263b41406a832d77b087.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f646d7260715263b41406a832d77b087.gif\"><\/a><\/p>\n<\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0De<\/sup><sup>focus 1\uff08\u753b<\/sup><\/em><em><sup>\u9762\u6a21\u7cca &#8211; \u7b49\u7ea7 1\uff09<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ba11282d1bdcccb975cb46385d8a31d2.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ba11282d1bdcccb975cb46385d8a31d2.gif\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Fog 1\uff08\u96fe\u5929 &#8211; \u7b49\u7ea7 1\uff09<\/sup><\/em><\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4eb1c58d594ccdb07c6ffdf72afed59c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4eb1c58d594ccdb07c6ffdf72afed59c.gif\"><\/a><\/p>\n<\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Gaussian 1\uff08\u9ad8\u65af\u566a\u58f0 &#8211; \u7b49\u7ea7 1\uff09<\/sup><\/em><\/section>\n<section>\u00a0\u57fa\u4e8e\u4e0a\u8ff0\u5b9e\u9a8c\u7ed3\u679c\uff0c\u6709\u7406\u7531\u76f8\u4fe1\u901a\u8fc7\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u6a21\u578b\u7684\u5b9e\u65f6\u9002\u5e94\uff0c\u8be5\u8bba\u6587\u6240\u8bbe\u8ba1\u7684\u65b9\u6cd5\u80fd\u591f\u6709\u6548\u5730\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u6027\u80fd\uff0c\u4ece\u800c\u63d0\u5347\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u5728\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u843d\u5730\u548c\u5e94\u7528\u3002<br \/><strong><\/p>\n<p><\/p>\n<p><\/strong><br \/><strong><\/p>\n<p><\/p>\n<p><\/strong><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-03\" target=\"_blank\">\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u5b9e\u65f6\u6cdb\u5316\uff0c\u7eaf\u89c6\u89c9\u81ea\u52a8\u9a7e\u9a76\u9c81\u68d2\u611f\u77e5\u65b9\u6cd5\u5165\u9009ECCV 2024<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5355\u76ee\u4e09\u7ef4\u68c0\u6d4b\u5b9e\u65f6\u6cdb\u5316\uff0c 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