{"id":37002,"date":"2026-02-06T17:35:45","date_gmt":"2026-02-06T09:35:45","guid":{"rendered":"http:\/\/192.168.10.115\/?p=37002"},"modified":"2026-02-06T17:35:45","modified_gmt":"2026-02-06T09:35:45","slug":"2026-02-06-yoloe-26-%e7%99%bb%e5%9c%ba%ef%bc%8c%e5%ae%9e%e6%97%b6%e5%88%86%e5%89%b2%e5%bc%80%e6%94%be%e7%b1%bb%e5%88%ab%e7%9b%ae%e6%a0%87","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2026\/02\/06\/37002\/","title":{"rendered":"2026-02-06 YOLOE-26 \u767b\u573a\uff0c\u5b9e\u65f6\u5206\u5272\u5f00\u653e\u7c7b\u522b\u76ee\u6807"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/2002337659834623053\">https:\/\/zhuanlan.zhihu.com\/p\/2002337659834623053<\/a><\/p>\n\n\n\n<p>\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u4e16\u754c\u91cc\uff0cYOLO \u5bb6\u65cf\u4e00\u76f4\u662f\u201c\u5feb\u3001\u51c6\u3001\u7a33\u201d\u7684\u4ee3\u540d\u8bcd\u3002\u7136\u800c\uff0c\u4f20\u7edf\u7684 YOLO \u6a21\u578b\u5927\u591a\u88ab\u56f0\u5728\u201c\u95ed\u8bcd\u6c47\uff08Closed-vocabulary\uff09\u201d\u7684\u56f4\u57ce\u91cc\u2014\u2014\u8bad\u7ec3\u65f6\u89c1\u8fc7\u4ec0\u4e48\uff0c\u63a8\u7406\u65f6\u624d\u80fd\u8ba4\u51fa\u4ec0\u4e48\u3002\u5982\u679c\u60f3\u8ba9\u5b83\u8bc6\u522b\u4e00\u4e2a\u4ece\u672a\u89c1\u8fc7\u7684\u7279\u6b8a\u96f6\u4ef6\u3001\u7f55\u89c1\u7684\u519c\u4f5c\u7269\u75c5\u5bb3\uff0c\u6216\u8005\u662f\u7279\u5b9a\u54c1\u724c\u7684\u4ea7\u54c1\uff0c\u5f80\u5f80\u9700\u8981\u91cd\u65b0\u6807\u6ce8\u6570\u636e\u5e76\u7ecf\u5386\u6f2b\u957f\u7684\u91cd\u8bad\u7ec3\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u8fd1\u65e5\uff0c\u6765\u81ea<strong><a href=\"https:\/\/zhida.zhihu.com\/search?content_id=269963025&amp;content_type=Article&amp;match_order=1&amp;q=%E5%BA%B7%E5%A5%88%E5%B0%94%E5%A4%A7%E5%AD%A6&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">\u5eb7\u5948\u5c14\u5927\u5b66<\/a>\uff08Cornell University\uff09<\/strong>\u7684\u7814\u7a76\u56e2\u961f\u63a8\u51fa\u4e86\u5168\u65b0\u7684 <strong>YOLOE-26<\/strong> \u6846\u67b6\uff0c\u8bd5\u56fe\u6253\u7834\u8fd9\u4e00\u50f5\u5c40\u3002\u8be5\u6a21\u578b\u88ab\u547d\u540d\u4e3a \u201cYOLOE-26\u201d\uff0c\u5176\u4e2d \u201c26\u201d \u4ee3\u8868\u5b83\u7ee7\u627f\u4e86 2025 \u5e74\u53d1\u5e03\u7684 <strong>YOLO26<\/strong> \u90a3\u79cd\u6781\u81f4\u7684\u63a8\u7406\u6548\u7387\u548c\u65e0 NMS\uff08\u975e\u6781\u5927\u503c\u6291\u5236\uff09\u7684\u7aef\u5230\u7aef\u8bbe\u8ba1\uff1b\u800c \u201cE\u201d \u5219\u53d6\u81ea \u201cEverything\u201d\uff0c\u6e90\u4e8e <strong>YOLOE\uff08You Only Look Once &#8211; Everything\uff09<\/strong> \u8303\u5f0f\uff08\u56fd\u5185\u6e05\u534e\u56e2\u961f<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=269963025&amp;content_type=Article&amp;match_order=1&amp;q=ICCV+2025&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">ICCV 2025<\/a>\u4f5c\u54c1\uff09\uff0c\u610f\u5728\u5f3a\u8c03\u5176\u201c\u4e07\u7269\u7686\u53ef\u8bc6\u522b\u201d\u7684\u5f00\u653e\u8bcd\u6c47\uff08Open-Vocabulary\uff09\u80fd\u529b\u3002\u5b83\u4e0d\u4ec5\u80fd\u542c\u61c2\u4f60\u7684\u6587\u5b57\u6307\u4ee4\uff0c\u8fd8\u80fd\u6839\u636e\u4f60\u7ed9\u51fa\u7684\u53c2\u8003\u56fe\u7247\uff0c\u5728\u590d\u6742\u7684\u573a\u666f\u4e2d\u5b9e\u65f6\u52fe\u52d2\u51fa\u76ee\u6807\u7269\u4f53\u7684\u8f6e\u5ed3\u3002<\/p>\n\n\n\n<p><strong>\u6ce8\u610f<\/strong>\uff1a\u672c\u8d28\u4e0a\uff0c\u672c\u6587\u662f YOLOv26 \u67b6\u6784\u4e0e YOLOE \u8303\u5f0f\u7684\u4e00\u6b21\u201c\u5ac1\u63a5\u201d\u3002\u8bba\u6587\u4e2d\u7684\u6838\u5fc3\u7406\u5ff5\u4e3b\u8981\u7ee7\u627f\u81ea YOLOE\uff0c\u5176\u4e3b\u8981\u8d21\u732e\u5728\u4e8e\u5c06\u8fd9\u4e9b\u5148\u8fdb\u8303\u5f0f\u9ad8\u6548\u5730\u8fc1\u79fb\u5230\u4e86\u6700\u65b0\u7684 YOLO26 \u7aef\u5230\u7aef\u6846\u67b6\u4e0a\u3002<\/p>\n\n\n\n<p>\u5173\u4e8e\u6027\u80fd\u5bf9\u6bd4\uff1a\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u914d\u7f6e\u4e0d\u540c\uff08YOLOE-26 \u5f15\u5165\u4e86\u66f4\u590d\u6742\u7684\u4f2a\u63a9\u7801\u548c\u591a\u6e90\u6570\u636e\uff09\uff0c\u8bba\u6587\u4e2d\u5e76\u672a\u76f4\u63a5\u4e0e\u539f\u7248 YOLOE \u8fdb\u884c\u540c\u53f0\u7ade\u6280\u3002\u552f\u4e00\u53ef\u4ee5\u67e5\u5230\u7684\u5bf9\u6bd4\u6570\u636e\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/v2-90e777958daed7d4e669cf385358c973_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u5c06\u5176\u89c6\u4e3a YOLOE \u5728\u5de5\u4e1a\u754c\u7684\u4e00\u6b21\u7248\u672c\u5347\u7ea7\uff08\u80fd\u76f4\u63a5\u4f7f\u7528\u7684\u90a3\u79cd\uff09\uff0c\u800c\u975e\u5b66\u672f\u521b\u65b0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic3.zhimg.com\/v2-77dd45d9de7d247086cd01aba0e98024_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bba\u6587\u5730\u5740<\/strong>: YOLOE-26: Integrating YOLO26 with YOLOE for Real-Time Open-Vocabulary Instance Segmentation<\/li>\n\n\n\n<li><strong>\u8bba\u6587\u5730\u5740<\/strong>\uff1a<a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/arxiv.org\/abs\/2602.00168\" target=\"_blank\" rel=\"noreferrer noopener\">YOLOE-26: Integrating YOLO26 with YOLOE for Real-Time Open-Vocabulary Instance Segmentation<\/a><\/li>\n\n\n\n<li><strong>\u9879\u76ee\u4e3b\u9875<\/strong>\uff1a<a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/docs.ultralytics.com\/models\/yolo26\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/docs.ultralytics.com\/models\/yolo26\/<\/a><\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u4ed3\u5e93<\/strong>\uff1a<a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/github.com\/ultralytics\/ultralytics\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/ultralytics\/ultralytics<\/a>\uff08\u5df2\u96c6\u6210\u81f3 <a href=\"https:\/\/zhida.zhihu.com\/search?content_id=269963025&amp;content_type=Article&amp;match_order=1&amp;q=Ultralytics&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">Ultralytics<\/a> \u751f\u6001\uff0c\u5f00\u6e90\u72b6\u6001\uff1a<strong>\u5df2\u5f00\u6e90<\/strong>\uff09<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_2002337659834623053_0\">\u4ece\u201c\u8ba4\u5f97\u5168\u201d\u5230\u201c\u8ba4\u5f97\u6d3b\u201d\uff1aYOLOE-26 \u7684\u8bde\u751f\u80cc\u666f<\/h2>\n\n\n\n<p>\u56de\u987e YOLO \u7684\u53d1\u5c55\u53f2\uff0c\u6838\u5fc3\u903b\u8f91\u4e00\u76f4\u5728\u4f18\u5316\u63a8\u7406\u901f\u5ea6\u548c\u90e8\u7f72\u6548\u7387\u3002\u7279\u522b\u662f YOLO26\uff0c\u901a\u8fc7\u5f15\u5165\u539f\u751f\u65e0 NMS \u7684\u7aef\u5230\u7aef\u9884\u6d4b\u5668\uff0c\u5f7b\u5e95\u89e3\u51b3\u4e86\u540e\u5904\u7406\u5e26\u6765\u7684\u5ef6\u8fdf\u6296\u52a8\u548c\u8ba1\u7b97\u5f00\u9500\u3002\u4f46\u5728\u5f00\u653e\u4e16\u754c\u4e2d\uff0c\u7269\u4f53\u7684\u7c7b\u522b\u662f\u65e0\u7a77\u65e0\u5c3d\u7684\uff0c\u56fa\u5b9a\u7684\u5206\u7c7b\u5934\uff08Classification Head\uff09\u9650\u5236\u4e86\u6a21\u578b\u7684\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<p>\u73b0\u6709\u7684\u5f00\u653e\u8bcd\u6c47\u6a21\u578b\uff08\u5982 <a href=\"https:\/\/zhida.zhihu.com\/search?content_id=269963025&amp;content_type=Article&amp;match_order=1&amp;q=Grounding+DINO&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">Grounding DINO<\/a> \u6216 <a href=\"https:\/\/zhida.zhihu.com\/search?content_id=269963025&amp;content_type=Article&amp;match_order=1&amp;q=SAM&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">SAM<\/a>\uff09\u867d\u7136\u5f3a\u5927\uff0c\u4f46\u5f80\u5f80\u4f9d\u8d56\u6c89\u91cd\u7684 Transformer \u67b6\u6784\uff0c\u5f88\u96be\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8dd1\u51fa\u5b9e\u65f6\u901f\u5ea6\u3002<strong>YOLOE-26<\/strong> \u7684\u521d\u8877\u975e\u5e38\u660e\u786e\uff1a\u80fd\u4e0d\u80fd\u5728\u4fdd\u7559 YOLO26 \u6781\u81f4\u901f\u5ea6\u7684\u540c\u65f6\uff0c\u7ed9\u5b83\u88c5\u4e0a\u4e00\u4e2a\u201c\u8bed\u4e49\u5927\u8111\u201d\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/v2-71ad1916c0ba4a45dfcf3b92aa427525_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p><em>\u56fe 1\uff1aYOLOE-26 \u9e1f\u77b0\u56fe\uff0c\u5c55\u793a\u4e86\u5176\u7b80\u5316\u7684\u5f00\u653e\u8bcd\u6c47\u5b9e\u4f8b\u5206\u5272\u67b6\u6784\u3002<\/em><\/p>\n\n\n\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0cYOLOE-26 \u5e76\u6ca1\u6709\u589e\u52a0\u67b6\u6784\u7684\u590d\u6742\u5ea6\uff0c\u800c\u662f\u901a\u8fc7\u4e00\u79cd\u201c\u5d4c\u5165\uff08Embedding\uff09\u201d\u7684\u601d\u8def\uff0c\u5c06\u89c6\u89c9\u7279\u5f81\u4e0e\u8bed\u4e49\u4fe1\u606f\u8fdb\u884c\u6df1\u5ea6\u878d\u5408\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/v2-6929ff0342695da2debb078b12316837_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p><em>\u56fe 2\uff1aYOLO26 \u5728\u7cbe\u5ea6\u4e0e\u901f\u5ea6\u7684\u5e73\u8861\u4e0a\u5df2\u7ecf\u8fbe\u5230\u4e86\u6781\u9ad8\u7684\u6c34\u51c6\uff0c\u4e3a YOLOE-26 \u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u5e95\u5ea7\u3002<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_2002337659834623053_1\">\u6838\u5fc3\u6280\u672f\uff1a\u5982\u4f55\u5b9e\u73b0\u201c\u96f6\u5f00\u9500\u201d\u7684\u8bed\u4e49\u5bf9\u9f50\uff1f<\/h2>\n\n\n\n<p>YOLOE-26 \u7684\u67b6\u6784\u8bbe\u8ba1\u5728\u4fdd\u6301\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u9ad8\u6548\u6027\u7684\u540c\u65f6\uff0c\u5f15\u5165\u4e86\u591a\u6a21\u6001\u4ea4\u4e92\u673a\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-ef4cc158d38524b5f66b857470c7bfad_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p><em>\u56fe 4\uff1aYOLOE-26 \u67b6\u6784\u56fe\u3002\u4e0a\u534a\u90e8\u5206\u662f\u6838\u5fc3\u7684 YOLO26 \u7aef\u5230\u7aef\u6d41\u6c34\u7ebf\uff0c\u4e0b\u534a\u90e8\u5206\u662f\u5b9e\u73b0\u5f00\u653e\u8bcd\u6c47\u80fd\u529b\u7684\u5173\u952e\u7ec4\u4ef6\u3002<\/em><\/p>\n\n\n\n<p>\u5176\u6838\u5fc3\u6539\u8fdb\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_2002337659834623053_2\">1. \u7edf\u4e00\u5bf9\u8c61\u5d4c\u5165\u7a7a\u95f4\uff08Unified Object Embedding Space\uff09<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"655\" height=\"228\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/020601.png\" alt=\"\" class=\"wp-image-37003\" style=\"width:890px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/020601.png 655w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/020601-300x104.png 300w\" sizes=\"(max-width: 655px) 100vw, 655px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/v2-ccbe9f9fb26864b0015fb44098c97b2b_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p><em>\u56fe 5\uff1a\u7edf\u4e00\u5bf9\u8c61\u5d4c\u5165\u7a7a\u95f4\u793a\u610f\u56fe\u3002\u89c6\u89c9\u7279\u5f81\u4e0e\u591a\u79cd\u63d0\u793a\u6a21\u5f0f\u5728\u540c\u4e00\u7a7a\u95f4\u5185\u8fdb\u884c\u5339\u914d\u3002<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_2002337659834623053_3\">2. \u91cd\u53c2\u6570\u5316\u533a\u57df-\u6587\u672c\u5bf9\u9f50\uff08Re-Parameterizable Region-Text Alignment, RepRTA\uff09<\/h3>\n\n\n\n<p>\u4e3a\u4e86\u8ba9\u6a21\u578b\u80fd\u542c\u61c2\u6587\u5b57\uff0c\u901a\u5e38\u9700\u8981\u590d\u6742\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u4f46\u8fd9\u4f1a\u62d6\u6162\u901f\u5ea6\u3002YOLOE-26 \u91c7\u7528\u4e86 <strong>RepRTA<\/strong> \u6280\u672f\u3002\u5728\u8bad\u7ec3\u9636\u6bb5\uff0c\u5b83\u4f7f\u7528\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u8f85\u52a9\u7f51\u7edc\u6765\u5bf9\u9f50\u6587\u672c\u548c\u56fe\u50cf\uff1b\u4f46\u5728\u63a8\u7406\u9636\u6bb5\uff0c\u8fd9\u4e2a\u8f85\u52a9\u7f51\u7edc\u4f1a\u88ab\u201c\u6298\u53e0\u201d\u8fdb\u5377\u79ef\u6838\u4e2d\u3002 \u8fd9\u610f\u5473\u7740\uff0c\u5f53\u4f60\u7ed9\u6a21\u578b\u4e0b\u8fbe\u6587\u5b57\u6307\u4ee4\u65f6\uff0c<strong>\u63a8\u7406\u5f00\u9500\u51e0\u4e4e\u4e3a\u96f6<\/strong>\u3002\u5b83\u4f9d\u7136\u8fd0\u884c\u7740\u7eaf\u7cb9\u7684\u5377\u79ef\u6307\u4ee4\uff0c\u5374\u5b9e\u73b0\u4e86\u8de8\u6a21\u6001\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_2002337659834623053_4\">3. \u8bed\u4e49\u6fc0\u6d3b\u89c6\u89c9\u63d0\u793a\u7f16\u7801\u5668\uff08Semantic-Activated Visual Prompt Encoder, SAVPE\uff09<\/h3>\n\n\n\n<p>\u5982\u679c\u4f60\u4e0d\u60f3\u6253\u5b57\uff0c\u53ea\u662f\u60f3\u8ba9\u6a21\u578b\u627e\u201c\u957f\u5f97\u50cf\u8fd9\u4e2a\u201d\u7684\u4e1c\u897f\uff0c<strong>SAVPE<\/strong> \u5c31\u6d3e\u4e0a\u7528\u573a\u4e86\u3002\u5b83\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u7f16\u7801\u5668\uff0c\u80fd\u8fc5\u901f\u5c06\u4f60\u70b9\u51fb\u6216\u6846\u9009\u7684\u793a\u4f8b\u8f6c\u5316\u4e3a\u89c6\u89c9\u63d0\u793a\u5d4c\u5165\u3002\u76f8\u6bd4\u4e8e\u52a8\u8f84\u6570\u4ebf\u53c2\u6570\u7684\u89c6\u89c9 Transformer\uff0cSAVPE \u6781\u5927\u5730\u8282\u7701\u4e86\u663e\u5b58\u548c\u8ba1\u7b97\u8d44\u6e90\uff0c\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u793a\u4f8b\u5f15\u5bfc\u5206\u5272\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_2002337659834623053_5\">\u8bad\u7ec3\u7b56\u7565\uff1a\u5927\u89c4\u6a21\u6570\u636e\u4e0e\u4f2a\u63a9\u7801\u7684\u827a\u672f<\/h2>\n\n\n\n<p>\u8981\u8ba9\u6a21\u578b\u5177\u5907\u201c\u4e07\u7269\u8bc6\u522b\u201d\u7684\u80fd\u529b\uff0c\u6d77\u91cf\u7684\u6570\u636e\u5fc5\u4e0d\u53ef\u5c11\u3002YOLOE-26 \u7684\u8bad\u7ec3\u8fc7\u7a0b\u5145\u5206\u5229\u7528\u4e86\u591a\u6e90\u5f02\u6784\u6570\u636e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6e90\u76d1\u7763<\/strong>\uff1a\u6a21\u578b\u5728 Objects365\uff08\u5927\u89c4\u6a21\u68c0\u6d4b\uff09\u3001GQA\uff08\u89c6\u89c9\u95ee\u7b54\/\u5b9a\u4f4d\uff09\u548c Flickr30k\uff08\u77ed\u8bed\u5b9a\u4f4d\uff09\u7b49\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8054\u5408\u8bad\u7ec3\u3002\u8fd9\u4fdd\u8bc1\u4e86\u6a21\u578b\u65e2\u6709\u624e\u5b9e\u7684\u5b9a\u4f4d\u80fd\u529b\uff0c\u53c8\u6709\u4e30\u5bcc\u7684\u8bed\u4e49\u5e38\u8bc6\u3002<\/li>\n\n\n\n<li><strong>\u4f2a\u63a9\u7801\u751f\u6210\uff08Pseudo-mask Generation\uff09<\/strong>\uff1a\u7531\u4e8e\u5e76\u975e\u6240\u6709\u5927\u578b\u6570\u636e\u96c6\u90fd\u81ea\u5e26\u9ad8\u8d28\u91cf\u7684\u5206\u5272\u63a9\u7801\uff0c\u7814\u7a76\u56e2\u961f\u5229\u7528 SAM 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id=\"h_2002337659834623053_6\">\u6027\u80fd\u8868\u73b0\uff1a\u4e0d\u4ec5\u5feb\uff0c\u800c\u4e14\u5168<\/h2>\n\n\n\n<p>\u5728\u5b9e\u9a8c\u4e2d\uff0cYOLOE-26 \u5c55\u793a\u4e86\u6781\u5f3a\u7684\u6269\u5c55\u6027\u3002\u7814\u7a76\u56e2\u961f\u63d0\u4f9b\u4e86\u4ece Nano \u5230 Extra Large \u4e94\u79cd\u5c3a\u5bf8\u7684\u6a21\u578b\uff0c\u4ee5\u9002\u5e94\u4ece\u624b\u673a\u5230\u670d\u52a1\u5668\u7684\u4e0d\u540c\u7b97\u529b\u9700\u6c42\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6587\u672c\u63d0\u793a\u6027\u80fd<\/strong>\uff1a\u6700\u5f3a\u7684 <strong>YOLOE-26x-seg<\/strong> \u5728 640 \u50cf\u7d20\u5206\u8fa8\u7387\u4e0b\uff0c\u6587\u672c\u63d0\u793a\u7684 mAP \u8fbe\u5230\u4e86 <strong>39.5<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u89c6\u89c9\u63d0\u793a\u6027\u80fd<\/strong>\uff1a\u5728\u7ed9\u5b9a\u53c2\u8003\u56fe\u7684\u60c5\u51b5\u4e0b\uff0c\u5176 mAP \u4e5f\u80fd\u8fbe\u5230 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