{"id":39653,"date":"2025-03-26T07:02:30","date_gmt":"2025-03-25T23:02:30","guid":{"rendered":"https:\/\/17aitech.com\/?p=39653"},"modified":"2025-03-26T07:02:30","modified_gmt":"2025-03-25T23:02:30","slug":"%e7%bb%9f%e4%b8%80%e7%bb%86%e7%b2%92%e5%ba%a6%e6%84%9f%e7%9f%a5%ef%bc%81%e5%8c%97%e5%a4%a7%e9%98%bf%e9%87%8c%e6%8f%90%e5%87%baufo%ef%bc%9a%e6%97%a0%e9%9c%80sam%ef%bc%8c16%e4%b8%aatoken%e8%ae%a9ml","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39653","title":{"rendered":"\u7edf\u4e00\u7ec6\u7c92\u5ea6\u611f\u77e5\uff01\u5317\u5927&amp;\u963f\u91cc\u63d0\u51faUFO\uff1a\u65e0\u9700SAM\uff0c16\u4e2atoken\u8ba9MLLM\u5b9e\u73b0\u7cbe\u51c6\u5206\u5272"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-25\" target=\"_blank\">\u7edf\u4e00\u7ec6\u7c92\u5ea6\u611f\u77e5\uff01\u5317\u5927&amp;\u963f\u91cc\u63d0\u51faUFO\uff1a\u65e0\u9700SAM\uff0c16\u4e2atoken\u8ba9MLLM\u5b9e\u73b0\u7cbe\u51c6\u5206\u5272<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e89851a45b4e09ffcf7539779acaf5cb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e89851a45b4e09ffcf7539779acaf5cb.png\"><\/a><\/section>\n<section><strong>\u672c\u6587\u4f5c\u8005\u6765\u81ea\u5317\u4eac\u5927\u5b66\u548c\u963f\u91cc\u901a\u4e49\u4e07\u76f8\u5b9e\u9a8c\u5ba4\u3002\u5176\u4e2d\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u662f\u6c64\u660a\uff0c\u5317\u4eac\u5927\u5b66 2022 \u7ea7\u535a\u58eb\u751f\uff0c\u76ee\u524d\u4e3b\u8981\u5173\u6ce8\u7edf\u4e00\u7684\u591a\u6a21\u6001\u4efb\u52a1\u5efa\u6a21\u7b97\u6cd5\u3002\u6307\u5bfc\u6559\u6388\u662f\u738b\u7acb\u5a01\u8001\u5e08\uff0c\u5317\u4eac\u5927\u5b66\u667a\u80fd\u5b66\u9662\u6559\u6388\uff0c\u66fe\u83b7 NeurIPS 2024 \u6700\u4f73\u8bba\u6587\u5956\u3001ICLR 2023 \u6770\u51fa\u8bba\u6587\u5956\u53ca ICLR 2024 \u6770\u51fa\u8bba\u6587\u63d0\u540d\u5956\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u65e0\u9700 SAM \u548c Grounding DINO\uff0cMLLM \u4e5f\u80fd\u505a\u5206\u5272\u548c\u68c0\u6d4b\uff01\u7edf\u4e00\u7ec6\u7c92\u5ea6\u611f\u77e5\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b UFO \u6765\u4e86\uff01<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2807524a234c5ba1dedf3b1907dfb397.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2807524a234c5ba1dedf3b1907dfb397.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aUFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2503.01342<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90\u4ee3\u7801\uff1ahttps:\/\/github.com\/nnnth\/UFO<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90\u6a21\u578b\uff1ahttps:\/\/huggingface.co\/kanashi6\/UFO<\/p>\n<\/li>\n<\/ul>\n<section>\u5177\u4f53\u6765\u8bf4\uff0cUFO \u63d0\u51fa\u4e86\u4e00\u79cd<strong>\u57fa\u4e8e\u7279\u5f81\u68c0\u7d22\u7684\u5206\u5272\u65b9\u6cd5<\/strong>\uff0c\u5c06\u5206\u5272\u4efb\u52a1\u91cd\u65b0\u5b9a\u4e49\u4e3a\u8ba1\u7b97 token \u7279\u5f81\u548c\u56fe\u50cf\u7279\u5f81\u7684\u76f8\u4f3c\u5ea6\uff0c<strong>\u65e0\u9700 SAM\uff0c\u6700\u591a\u4ec5\u9700\u8f93\u51fa 16 \u4e2a token \u5373\u53ef\u5b9e\u73b0 MLLM \u7684\u7cbe\u7ec6\u5206\u5272<\/strong>\u3002UFO \u8fd8\u652f\u6301\u6587\u672c\u683c\u5f0f\u7684\u76ee\u6807\u6846\u8f93\u51fa\uff0c\u901a\u8fc7\u5e76\u884c\u89e3\u7801\u9ad8\u6548\u652f\u6301<strong>\u5bc6\u96c6\u68c0\u6d4b\u548c\u5206\u5272<\/strong>\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-37d42a7648e182c2c297b7c3e02e3c03.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-37d42a7648e182c2c297b7c3e02e3c03.png\"><\/a><\/section>\n<section><strong>\u80cc\u666f\u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08MLLM\uff09\u7edf\u4e00\u4e86\u89c6\u89c9-\u8bed\u8a00\u4efb\u52a1\uff0c\u4f46\u5728\u7ec6\u7c92\u5ea6\u611f\u77e5\u4efb\u52a1\u4e2d\uff08\u5982\u68c0\u6d4b\u3001\u5206\u5272\uff09\u4ecd\u4f9d\u8d56\u4efb\u52a1\u89e3\u7801\u5668\uff08\u5982 SAM\u3001Grounding DINO\uff09\uff0c\u7ed3\u6784\u548c\u8bad\u7ec3\u975e\u5e38\u590d\u6742\u3002<\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u6587\u672c\u7684\u65b9\u6cd5\u91c7\u7528\u7c97\u7cd9\u7684\u591a\u8fb9\u5f62\u8868\u793a\uff0c\u8868\u8fbe\u80fd\u529b\u4e0d\u8db3\uff0c\u4e14\u5728\u5bc6\u96c6\u573a\u666f\uff08\u5982 COCO \u6570\u636e\u96c6\uff09\u4e2d\u6027\u80fd\u4e0d\u4f73\u3002\u56e0\u6b64\uff0c\u4e9f\u9700\u5f00\u53d1<strong>\u65e0\u9700\u989d\u5916\u89e3\u7801\u5668\u3001\u4e0e\u89c6\u89c9-\u8bed\u8a00\u4efb\u52a1\u7edf\u4e00\u4e14\u6027\u80fd\u4f18\u5f02\u7684\u7ec6\u7c92\u5ea6\u611f\u77e5\u65b9\u6cd5<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86<strong>\u57fa\u4e8e\u7279\u5f81\u68c0\u7d22\u7684\u65b9\u5f0f\u6765\u652f\u6301\u5206\u5272\uff1a\u6a21\u578b\u901a\u8fc7\u9884\u6d4b\u6807\u8bb0\uff0c\u8ba1\u7b97\u5176\u7279\u5f81\u4e0e\u56fe\u50cf\u7279\u5f81\u7684\u76f8\u4f3c\u5ea6\u5b9e\u73b0\u5206\u5272<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u65b9\u5f0f\u6709\u6548\u5730\u6316\u6398\u4e86<strong>\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u56fe\u50cf\u8868\u5f81\u80fd\u529b<\/strong>\u3002\u7814\u7a76\u56e2\u961f\u8ba4\u4e3a\uff0c\u65e2\u7136\u591a\u6a21\u6001\u5927\u6a21\u578b\u53ef\u4ee5\u56de\u7b54\u7269\u4f53\u7684\u7c7b\u522b\u548c\u4f4d\u7f6e\uff0c\u90a3\u4e48\u56fe\u50cf\u7279\u5f81\u4e2d\u5df2\u7ecf\u5305\u542b\u7269\u4f53\u7684\u5206\u5272\u4fe1\u606f\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u68c0\u6d4b\u4efb\u52a1\uff0cUFO \u5c06\u76ee\u6807\u6846\u8f6c\u6362\u6210\u6587\u672c\u683c\u5f0f\u7684\u5750\u6807\uff0c\u4f7f\u5f97\u68c0\u6d4b\u548c\u5206\u5272\u7684\u4efb\u52a1\u8f93\u51fa\u90fd\u53ef\u4ee5\u901a\u8fc7\u6587\u672c\u7edf\u4e00\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u5bc6\u96c6\u611f\u77e5\u573a\u666f\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd<strong>\u5e76\u884c\u89e3\u7801\u7b56\u7565\uff0c\u5c06\u591a\u4e2a\u9884\u6d4b\u62c6\u5206\u6210\u591a\u4e2a\u5355\u76ee\u6807\u7684\u5b50\u4efb\u52a1<\/strong>\uff0c\u901a\u8fc7\u5c40\u90e8\u56fe\u50cf\u7279\u5f81\u8fdb\u884c\u533a\u5206\u3002\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u4efb\u52a1\u96be\u5ea6\uff0c\u540c\u65f6\u52a0\u901f\u63a8\u7406\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u7ec6\u8282<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e92169738e877f1528b03c5e6f6555a6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e92169738e877f1528b03c5e6f6555a6.png\"><\/a><\/section>\n<section><strong>\u57fa\u4e8e\u7279\u5f81\u68c0\u7d22\u7684\u5206\u5272\u65b9\u5f0f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u6267\u884c\u5206\u5272\u65f6\uff0c\u6a21\u578b\u88ab\u8bad\u7ec3\u8f93\u51fa\u6807\u8bb0\uff0c\u5982\u4e0a\u56fe\uff08a\uff09\u6240\u793a\u3002\u7ed9\u5b9a\u8f93\u5165\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bee6c94d9f2492f43c4c6254390ce069.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bee6c94d9f2492f43c4c6254390ce069.png\"><\/a>\u548c\u5206\u5272\u63d0\u793a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-be6a3f1b8602c98562d42b0ed0cf52cd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-be6a3f1b8602c98562d42b0ed0cf52cd.png\"><\/a>\uff0c\u6a21\u578b\u751f\u6210\u6587\u672c\u54cd\u5e94<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6996d2fc336f58f2c60c48be81138c5f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6996d2fc336f58f2c60c48be81138c5f.png\"><\/a>\u4ee5\u53ca\u76f8\u5e94\u7684\u6587\u672c\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-840e8caa9f32e7b5de0d8d4db6503323.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-840e8caa9f32e7b5de0d8d4db6503323.png\"><\/a>\u548c\u56fe\u50cf\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-394cfde7fb7183e87b1ee95043762632.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-394cfde7fb7183e87b1ee95043762632.png\"><\/a>\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-35bca2d2a36e9c3067a73ddc44ec87a6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-35bca2d2a36e9c3067a73ddc44ec87a6.png\"><\/a><\/section>\n<section>\u4ece<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5cbce6fb9a0e0ef5e0f9c6eff6b1244a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5cbce6fb9a0e0ef5e0f9c6eff6b1244a.png\"><\/a>\u4e2d\u63d0\u53d6\u4e0e\u6807\u8bb0\u5bf9\u5e94\u7684\u63a9\u7801\u6807\u8bb0\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2baf646619df2776d86b31aabdd46bea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2baf646619df2776d86b31aabdd46bea.png\"><\/a>\u3002\u7136\u540e\u901a\u8fc7\u7f29\u653e\u70b9\u79ef\u8ba1\u7b97\u63a9\u7801\u6807\u8bb0\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7eb3f4790df8dd2609a77fc224866df5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7eb3f4790df8dd2609a77fc224866df5.png\"><\/a>\u4e0e\u56fe\u50cf\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-812742d651124a750ca51dfe94d6e87f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-812742d651124a750ca51dfe94d6e87f.png\"><\/a>\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002\u68c0\u7d22\u6b63\u5206\u6570\u4ee5\u5f62\u6210\u4e8c\u503c\u63a9\u7801<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-318630684624dad640b74a593d449d95.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-318630684624dad640b74a593d449d95.png\"><\/a>\u3002\u8be5\u8fc7\u7a0b\u8868\u793a\u4e3a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-301ecc6ced128656a6d4ae0bb0c003b9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-301ecc6ced128656a6d4ae0bb0c003b9.png\"><\/a><\/section>\n<section>\u5176\u4e2d d \u662f\u7279\u5f81\u7ef4\u5ea6\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3d48b08af291c58c6ecc6b1e090184b1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3d48b08af291c58c6ecc6b1e090184b1.png\"><\/a>\u8868\u793a\u76f8\u4f3c\u6027\u5206\u6570\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-395f23e2833bd7e134c8ac61266beb79.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-395f23e2833bd7e134c8ac61266beb79.png\"><\/a>\u662f\u6307\u793a\u51fd\u6570\uff0c\u5c06\u76f8\u4f3c\u6027\u5206\u6570\u8f6c\u6362\u4e3a\u4e8c\u503c\u63a9\u7801\u3002<\/section>\n<section><\/section>\n<section><strong>\u901a\u8fc7\u591a\u4e2a\u63a9\u7801\u6807\u8bb0\u4e0a\u91c7\u6837<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u4e0a\u8ff0\u65b9\u6cd5\u4e2d\uff0c\u76f8\u4f3c\u5ea6\u4f7f\u7528\u4e0b\u91c7\u6837\u7684\u56fe\u50cf\u7279\u5f81\u8ba1\u7b97\uff0c\u5bfc\u81f4\u751f\u6210\u7684\u63a9\u7801\u5206\u8fa8\u7387\u4f4e\u3002<\/section>\n<section>\u4e3a\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u901a\u8fc7\u9884\u6d4b\u591a\u4e2a\u63a9\u7801\u6807\u8bb0\u8fdb\u884c\u4e0a\u91c7\u6837\u7684\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u7ed9\u5b9a\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-931bbe468cc934300189af8884efc6cb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-931bbe468cc934300189af8884efc6cb.png\"><\/a>\uff0c\u4e0b\u91c7\u6837\u540e\u7684\u56fe\u50cf\u7279\u5f81\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-76202bc64d0bb6b4545c7ea33ae09271.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-76202bc64d0bb6b4545c7ea33ae09271.png\"><\/a>\u00a0\uff0c\u6a21\u578b\u9700\u8981\u81ea\u56de\u5f52\u5730\u9884\u6d4b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e39288b2532ce829fa8dcc3cf4229ca0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e39288b2532ce829fa8dcc3cf4229ca0.png\"><\/a>\u4e2a\u6807\u8bb0\uff0c\u5176\u7279\u5f81\u8868\u793a\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-079eff2a3745341e4e1285a1ac563561.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-079eff2a3745341e4e1285a1ac563561.png\"><\/a>\u00a0\u3002\u6bcf\u4e2a\u6807\u8bb0\u5bf9\u5e94\u4e8e NxN \u4e0a\u91c7\u6837\u7f51\u683c\u4e2d\u7684\u4e00\u4e2a\u4f4d\u7f6e\uff0c\u5982\u4e0a\u56fe\uff08b\uff09\u6240\u793a\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u6bcf\u4e2a\u63a9\u7801\u6807\u8bb0\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-794bffa420d6cd2f94e158fe6e9bcdf4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-794bffa420d6cd2f94e158fe6e9bcdf4.png\"><\/a> \uff0c\u8ba1\u7b97\u5176\u4e0e\u89c6\u89c9\u7279\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-63251143009c04f38e16e5ab43ba0ce2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-63251143009c04f38e16e5ab43ba0ce2.png\"><\/a>\u7684\u76f8\u4f3c\u6027\uff0c\u5f97\u5230<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c2d75eb232b4de9511255b75c0a10e9a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c2d75eb232b4de9511255b75c0a10e9a.png\"><\/a>\u7136\u540e\uff0c\u8fd9\u4e9b\u5206\u6570\u88ab\u8fde\u63a5\u5e76\u91cd\u5851\u4e3a\u4e0a\u91c7\u6837\u540e\u7684\u76f8\u4f3c\u6027\u56fe\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-05670828d437d68edf0943c690c8f111.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-05670828d437d68edf0943c690c8f111.png\"><\/a><\/section>\n<section>\u6700\u540e\u5728<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-95e9b430e65b23c7d59c16eefa8a3416.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-95e9b430e65b23c7d59c16eefa8a3416.png\"><\/a>\u4e2d\u68c0\u7d22\u6b63\u5206\u6570\uff0c\u4ee5\u751f\u6210\u4e0a\u91c7\u6837\u540e\u7684\u4e8c\u503c\u63a9\u7801<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9b48a7c93fca2903f1036985a6b5d054.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9b48a7c93fca2903f1036985a6b5d054.png\"><\/a>\u00a0\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cN \u8bbe\u7f6e\u4e3a 4\uff0c\u9884\u6d4b 16 \u4e2a\u6807\u8bb0\uff0c\u8fd9\u5c06\u8f93\u51fa\u63a9\u7801\u4e0a\u91c7\u6837 4 \u500d\u3002<\/section>\n<section><\/section>\n<section><strong>\u591a\u4efb\u52a1\u6570\u636e\u6a21\u7248<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e36d2bf0eabdab1c4e3e832e532c2128.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e36d2bf0eabdab1c4e3e832e532c2128.png\"><\/a><\/section>\n<section>\u5bf9\u4e8e\u5355\u4e00\u9884\u6d4b\u7684\u4efb\u52a1\uff0c\u4efb\u52a1\u6a21\u677f\u4e3a\uff1a\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u591a\u9884\u6d4b\u4efb\u52a1\uff0c\u6bd4\u5982\u76ee\u6807\u68c0\u6d4b\u548c\u5b9e\u4f8b\u5206\u5272\uff0cUFO \u5c06\u5176\u62c6\u5206\u4e3a\u591a\u4e2a\u5355\u4e00\u9884\u6d4b\u7684\u72ec\u7acb\u5b50\u4efb\u52a1\uff0c\u4f7f\u5f97\u4ed6\u4eec\u80fd\u5728\u540c\u4e00\u4e2a\u6279\u5904\u7406\u5185\u5e76\u884c\u3002\u6a21\u677f\u7ed3\u6784\u662f\uff1a\u3002\u5176\u4e2d\u6307\u5c40\u90e8\u56fe\u50cf\u7279\u5f81\uff0c\u4f5c\u4e3a\u5c40\u90e8\u89c6\u89c9\u63d0\u793a\uff0c\u7528\u4e8e\u533a\u5206\u4e0d\u540c\u5b50\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u5982\u4e0a\u56fe\u53f3\u4fa7\u6240\u793a\uff0cUFO \u5728\u6574\u4e2a\u56fe\u50cf\u4e0a\u5747\u5300\u91c7\u6837\u7f51\u683c\u70b9\uff0c\u5e76\u5728\u6bcf\u4e2a\u7f51\u683c\u4f4d\u7f6e\u63d2\u503c\u5c40\u90e8\u56fe\u50cf\u7279\u5f81\u3002\u6bcf\u4e2a\u7f51\u683c\u70b9\u9884\u6d4b\u6700\u8fd1\u7684\u76ee\u6807\uff0c\u5982\u679c\u6ca1\u6709\u5219\u9884\u6d4b\u7ed3\u675f\u6807\u8bb0\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section><strong>\u591a\u4efb\u52a1\u8bad\u7ec3<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b4ad6b4f41b410939004720ee7bd40f8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b4ad6b4f41b410939004720ee7bd40f8.png\"><\/a><\/section>\n<section>UFO \u5728 GiT \u63d0\u51fa\u7684\u591a\u4efb\u52a1\u57fa\u51c6\u4e0a\u53d6\u5f97\u663e\u8457\u63d0\u5347\uff0c\u5728 COCO \u5b9e\u4f8b\u5206\u5272\u4e0a\u76f8\u6bd4 GiT-H \u63d0\u5347 12.3 mAP\uff0c\u5728 ADE20K \u8bed\u4e49\u5206\u5272\u4e0a\u63d0\u5347 3.3 mIoU\u3002<\/section>\n<section><\/section>\n<section><strong>\u89c6\u89c9\u5b9a\u4f4d<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-18709decbaaa95d25a10725416910aa7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-18709decbaaa95d25a10725416910aa7.png\"><\/a><\/section>\n<section>\u65e0\u9700\u4efb\u52a1\u89e3\u7801\u5668\uff0cUFO \u5728\u5f15\u7528\u8868\u8fbe\u5f0f\u7406\u89e3\uff08REC\uff09\u548c\u5206\u5272\uff08RES\uff09\u4e24\u79cd\u4efb\u52a1\u5c55\u73b0\u51fa\u4f18\u8d8a\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section><strong>\u63a8\u7406\u5206\u5272<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-29988133b9a42de64f3a83dbed3c38cc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-29988133b9a42de64f3a83dbed3c38cc.png\"><\/a><\/section>\n<section>\u63a8\u7406\u5206\u5272\u8981\u6c42\u6a21\u578b\u8fdb\u884c\u6df1\u5c42\u63a8\u7406\u5f97\u51fa\u5206\u5272\u76ee\u6807\uff0c\u66f4\u52a0\u56f0\u96be\u3002UFO \u53ef\u4ee5\u6df1\u5ea6\u878d\u5408\u6587\u672c\u63a8\u7406\u548c\u5206\u5272\u80fd\u529b\uff0c\u6027\u80fd\u8d85\u8fc7\u57fa\u4e8e SAM \u7684 LISA\u3002<\/section>\n<section><\/section>\n<section><strong>\u89c6\u7f51\u819c\u8840\u7ba1\u5206\u5272<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9a3e38b2998edfb180261e512d4ae366.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9a3e38b2998edfb180261e512d4ae366.png\"><\/a><\/section>\n<section>\u89c6\u7f51\u819c\u8840\u7ba1\u5f62\u72b6\u4e0d\u89c4\u5219\u4e14\u72ed\u7a84\uff0c\u96be\u4ee5\u7528\u591a\u8fb9\u5f62\u8868\u793a\u3002UFO \u5728 DRIVE \u4e0a\u8fdb\u884c\u4e86\u8bad\u7ec3\uff0c\u53d6\u5f97\u4e86 77.4 \u7684 Dice \u7cfb\u6570\uff0c\u9a8c\u8bc1\u4e86\u5728\u6781\u7ec6\u7c92\u5ea6\u7ed3\u6784\u4e0a\u7684\u6709\u6548\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u6df1\u5ea6\u4f30\u8ba1<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3a72a3004f2be21d1e1c827e9d0c1473.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3a72a3004f2be21d1e1c827e9d0c1473.png\"><\/a><\/section>\n<section>UFO \u53ef\u4ee5\u7528\u7c7b\u4f3c\u5206\u5272\u7684\u65b9\u5f0f\u652f\u6301\u6df1\u5ea6\u4f30\u8ba1\uff0c\u53d6\u5f97\u5177\u6709\u7ade\u4e89\u529b\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section><strong>\u53ef\u89c6\u5316\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>UFO \u53ef\u4ee5\u9002\u5e94\u4efb\u610f\u6570\u91cf\u7684\u9884\u6d4b\u548c\u4efb\u610f\u5f62\u5f0f\u7684\u63cf\u8ff0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2987c7653ac2738b24c08a84bb3f9076.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2987c7653ac2738b24c08a84bb3f9076.png\"><\/a><\/section>\n<section>\u91c7\u7528 4 \u4e2a\u6807\u8bb0\u65f6\uff0c\u6bcf\u4e2a\u63a9\u7801\u6807\u8bb0\u80fd\u6355\u6349\u4e0d\u540c\u7ec6\u8282\uff0c\u4f7f\u5f97\u878d\u5408\u7684\u63a9\u7801\u66f4\u7cbe\u7ec6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2193b5d79f6122fa5544870f36aee9fa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2193b5d79f6122fa5544870f36aee9fa.png\"><\/a><\/section>\n<section><strong>\u7ed3\u8bba<\/strong><\/section>\n<section><\/section>\n<section>UFO \u63d0\u51fa\u4e86\u4e00\u79cd\u7edf\u4e00\u7684\u7ec6\u7c92\u5ea6\u611f\u77e5\u6846\u67b6\uff0c\u901a\u8fc7\u5f00\u653e\u5f0f\u8bed\u8a00\u754c\u9762\u5904\u7406\u5404\u79cd\u7ec6\u7c92\u5ea6\u7684\u89c6\u89c9\u611f\u77e5\u4efb\u52a1\uff0c\u65e0\u9700\u4fee\u6539\u67b6\u6784\u5373\u53ef\u5728\u591a\u6a21\u6001\u5927\u6a21\u578b\u4e0a\u5b9e\u73b0\u51fa\u8272\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>UFO \u7684\u6838\u5fc3\u521b\u65b0\u662f\u4e00\u79cd\u65b0\u9896\u7684\u7279\u5f81\u68c0\u7d22\u65b9\u6cd5\u7528\u4e8e\u5206\u5272\uff0c\u6709\u6548\u5229\u7528\u4e86\u6a21\u578b\u7684\u56fe\u50cf\u8868\u5f81\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>UFO \u7684\u7edf\u4e00\u65b9\u5f0f\u5b8c\u5168\u5bf9\u9f50\u89c6\u89c9-\u8bed\u8a00\u4efb\u52a1\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u7075\u6d3b\u3001\u6709\u6548\u4e14\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u589e\u5f3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u7ec6\u7c92\u5ea6\u611f\u77e5\u80fd\u529b\uff0c\u4e3a\u6784\u5efa\u66f4\u901a\u7528\u7684\u591a\u6a21\u6001\u6a21\u578b\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-25\" target=\"_blank\">\u7edf\u4e00\u7ec6\u7c92\u5ea6\u611f\u77e5\uff01\u5317\u5927&amp;\u963f\u91cc\u63d0\u51faUFO\uff1a\u65e0\u9700SAM\uff0c16\u4e2atoken\u8ba9MLLM\u5b9e\u73b0\u7cbe\u51c6\u5206\u5272<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u7edf\u4e00\u7ec6\u7c92\u5ea6\u611f\u77e5\uff01\u5317\u5927&#038; [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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