{"id":50734,"date":"2025-08-10T12:05:38","date_gmt":"2025-08-10T04:05:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/50734.html"},"modified":"2025-08-10T12:05:38","modified_gmt":"2025-08-10T04:05:38","slug":"%e9%ad%94%e6%94%b9yolov13%ef%bc%8c%e6%b7%bb%e5%8a%a0unireplknetblock%ef%bc%8c%e8%9e%8d%e5%90%88se%e6%b3%a8%e6%84%8f%e5%8a%9b%e6%9c%ba%e5%88%b6%ef%bc%8cmap%e6%8c%87%e6%a0%87%e6%8f%90%e5%8d%8716-1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/50734.html","title":{"rendered":"\u9b54\u6539YOLOv13\uff0c\u6dfb\u52a0UniRepLKNetBlock\uff0c\u878d\u5408SE\u6ce8\u610f\u529b\u673a\u5236\uff0cmap\u6307\u6807\u63d0\u534716.1\uff0c\u51c6\u786e\u7387\u63d0\u53476.55\uff0c\u53ec\u56de\u7387\u63d0\u534711.4"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040536-68981a900fbeb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"> \u7eff\u8272\u7ebf\u6761\u4e3a\u6dfb\u52a0UniRepLKNetBlock\u540e\u7684\u6548\u679c\uff0cmap\u6307\u6807\u63d0\u534716.1\uff0c\u51c6\u786e\u7387\u63d0\u53476.55\uff0c\u53ec\u56de\u7387\u63d0\u534711.4\u3002 UniRepLKNet\u6a21\u5757\u901a\u8fc7\u5927\u6838\u5377\u79ef\u91cd\u53c2\u6570\u5316\u6280\u672f\uff0c\u5728\u8bad\u7ec3\u9636\u6bb5\u5229\u7528\u81a8\u80c0\u5377\u79ef\u6a21\u62df\u5927\u611f\u53d7\u91ce\uff0c\u5728\u63a8\u7406\u9636\u6bb5\u5408\u5e76\u4e3a\u9ad8\u6548\u5355\u4e00\u5927\u6838\uff0c\u5b9e\u73b0\u4e86\u611f\u53d7\u91ce\u6269\u5c55\u4e0e\u8ba1\u7b97\u6548\u7387\u7684\u5e73\u8861\u3002 UniRepLKNet\u5305\u542b\u4e86 DilatedReparamBlock \u548c UniRepLKNetBlock \u4e24\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u3002DilatedReparamBlock \u901a\u8fc7\u6269\u5f20\u5377\u79ef\u6765\u63d0\u9ad8\u6a21\u578b\u611f\u53d7\u91ce\uff0c\u5e76\u878d\u5408\u4e86\u591a\u4e2a\u4e0d\u540c\u5c3a\u5ea6\u7684\u5377\u79ef\u6838\uff1bUniRepLKNetBlock1 \u5219\u7ed3\u5408\u4e86\u6df1\u5ea6\u53ef\u5206\u79bb\u5377\u79ef\u3001\u901a\u9053\u6ce8\u610f\u529b\uff08SE\u5757\uff09\u548c\u524d\u9988\u7f51\u7edc\u6a21\u5757\uff0c\u5177\u5907\u4e86\u52a8\u6001\u8c03\u6574\u7684\u80fd\u529b\u3002\u8be5\u6a21\u5757\u80fd\u591f\u7075\u6d3b\u5730\u5904\u7406\u8f93\u5165\u7279\u5f81\u56fe\uff0c\u5e76\u652f\u6301\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\u5207\u6362\u4e0d\u540c\u914d\u7f6e\uff0c\u4ee5\u4f18\u5316\u6a21\u578b\u6027\u80fd <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040536-68981a9098624.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"> <\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u79fb\u690d<\/li>\n<li>\n<ul>\n<li>\u521b\u5efaultralytics\\\\cfg\\\\models\\\\v13\\\\yolov13-UniRepLKNetBlock.yaml<\/li>\n<li>\u4fee\u6539ultralytics\\\\nn\\\\tasks.py<\/li>\n<li>\u4fee\u6539ultralytics\/nn\/modules\/__init__.py<\/li>\n<li>\u521b\u5efaultralytics\\\\nn\\\\modules\\\\UniRepLKNet.py<\/li>\n<li>\u4fee\u6539ultralytics\\\\nn\\\\extra_modules\\\\block.py<\/li>\n<\/ul>\n<\/li>\n<li>UniRepLKNet\u53ca\u5176\u5173\u952e\u6a21\u5757\u539f\u7406\u89e3\u6790<\/li>\n<li>\n<ul>\n<li>\n<ul>\n<li>\n<ul>\n<li>\u5f15\u8a00<\/li>\n<li>1. **Dilated Reparam Block** \u539f\u7406\u89e3\u6790<\/li>\n<li>\n<ul>\n<li>1.1 \u6269\u5f20\u5377\u79ef\u7684\u80cc\u666f\u4e0e\u610f\u4e49<\/li>\n<li>1.2 \u6a21\u5757\u7ed3\u6784<\/li>\n<li>1.3 \u6a21\u578b\u90e8\u7f72\u4e0e\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n<li>2. **UniRepLKNetBlock1** \u8bbe\u8ba1\u539f\u7406<\/li>\n<li>\n<ul>\n<li>2.1 \u6838\u5fc3\u7ec4\u6210\u90e8\u5206<\/li>\n<li>2.2 \u5185\u90e8\u5de5\u4f5c\u673a\u5236<\/li>\n<li>2.3 Gamma\u53c2\u6570\u4e0eDrop Path<\/li>\n<\/ul>\n<\/li>\n<li>3. **UniRepLKNetBlock** \u8bbe\u8ba1\u539f\u7406<\/li>\n<li>\n<ul>\n<li>3.1 \u6a21\u5757\u5316\u7ed3\u6784<\/li>\n<li>3.2 \u7ed3\u6784\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n<li>4. **\u8bad\u7ec3\u4e0e\u90e8\u7f72\u6a21\u5f0f\u7684\u5207\u6362**<\/li>\n<li>5. **\u603b\u7ed3\u4e0e\u5e94\u7528**<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u79fb\u690d<\/h2>\n<h3>\u521b\u5efaultralytics\\\\cfg\\\\models\\\\v13\\\\yolov13-UniRepLKNetBlock.yaml<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb18\u6b21\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8eUniRepLKNet\u6a21\u5757\u7684\u76ee\u6807\u68c0\u6d4b\u6539\u8fdb\u65b9\u6cd5\u3002\u901a\u8fc7\u5f15\u5165\u5927\u6838\u5377\u79ef\u91cd\u53c2\u6570\u5316\u6280\u672f\uff0c\u5728\u8bad\u7ec3\u9636\u6bb5\u4f7f\u7528\u81a8\u80c0\u5377\u79ef\u6a21\u62df\u5927\u611f\u53d7\u91ce\uff0c\u5728\u63a8\u7406\u9636\u6bb5\u5408\u5e76\u4e3a\u9ad8\u6548\u5355\u4e00\u5927\u6838\uff0c\u5b9e\u73b0\u4e86YOLOv13\u6a21\u578b\u6027\u80fd\u7684\u663e\u8457\u63d0\u5347\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6dfb\u52a0UniRepLKNetBlock\u540e\uff0cmAP\u6307\u6807\u63d0\u534716.1\uff0c\u51c6\u786e\u7387\u63d0\u53476.55%\uff0c\u53ec\u56de\u7387\u63d0\u534711.4%\u3002\u6587\u7ae0\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u6a21\u578b\u79fb\u690d\u65b9\u6cd5\uff0c\u5305\u62ec\u914d\u7f6e\u6587\u4ef6\u4fee\u6539(yolov13-UniRepLKNetBlock.yaml)\u548c\u6838\u5fc3\u6a21\u5757\u5b9e\u73b0(UniRepLKNet.py)\uff0c\u5176\u4e2dUniRepLKNet\u5305\u542bDil<\/p>\n","protected":false},"author":2,"featured_media":50732,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[156,4953,50,86],"topic":[],"class_list":["post-50734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-yolo","tag-yolov13","tag-50","tag-86"],"yoast_head":"<!-- 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