{"id":35807,"date":"2025-12-24T17:31:29","date_gmt":"2025-12-24T09:31:29","guid":{"rendered":"http:\/\/192.168.10.115\/?p=35807"},"modified":"2025-12-24T17:31:29","modified_gmt":"2025-12-24T09:31:29","slug":"2025-12-24-%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e6%b1%bd%e8%bd%a6%e5%a6%82%e4%bd%95%e5%87%86%e7%a1%ae%e8%af%86%e5%88%ab%e5%b0%8f%e7%89%a9%e4%bd%93%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/12\/24\/35807\/","title":{"rendered":"2025-12-24 \u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5982\u4f55\u51c6\u786e\u8bc6\u522b\u5c0f\u7269\u4f53\uff1f"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.163.com\/dy\/article\/K7I9EQQO0547KOTE.html\">https:\/\/www.163.com\/dy\/article\/K7I9EQQO0547KOTE.html<\/a><\/p>\n\n\n\n<p 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src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0822%2F169504a7j00t1df9r000xd000hs00chm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p 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Pyramid Network, FPN\uff09\u6765\u6c47\u805a\u4e0d\u540c\u5c3a\u5ea6\u7684\u4fe1\u606f\uff0c\u91c7\u7528\u7a7a\u95f4\u91d1\u5b57\u5854\u6c60\u5316\u3001\u591a\u5c3a\u5ea6\u8bad\u7ec3\u4ee5\u53ca\u4e13\u95e8\u4e3a\u5c0f\u76ee\u6807\u4f18\u5316\u7684\u68c0\u6d4b\u5934\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2025\/0822\/c9331a1eg00t1df9s02t3d000hs00dcm.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"3SHI546G\">\u8fd1\u5e74\u6765\u5174\u8d77\u7684anchor-free\u65b9\u6cd5\u3001\u4ee5\u53caTransformer\u6846\u67b6\uff08\u5982DETR\u7c7b\u6a21\u578b\uff09\u4e5f\u5728\u4e0d\u65ad\u6539\u8fdb\u5404\u5c3a\u5ea6\u4e4b\u95f4\u7684\u5efa\u6a21\u80fd\u529b\uff0c\u4f46\u5b83\u4eec\u5bf9\u8bad\u7ec3\u6570\u636e\u548c\u7b97\u529b\u8981\u6c42\u9ad8\u3002\u5bf9\u5c0f\u7269\u4f53\u7279\u522b\u6709\u6548\u7684\u6280\u5de7\u8fd8\u5305\u62ec\uff0c\u5728\u8bad\u7ec3\u65f6\u5bf9\u5c0f\u76ee\u6807\u8fdb\u884c\u8fc7\u62bd\u6837\uff08\u8ba9\u6a21\u578b\u770b\u5230\u66f4\u591a\u5c0f\u76ee\u6807\u6837\u672c\uff09\u3001\u4f7f\u7528\u7126\u70b9\u635f\u5931\uff08Focal Loss\uff09\u7f13\u89e3\u6b63\u8d1f\u6837\u672c\u4e0d\u5e73\u8861\u3001\u5f15\u5165\u4e0a\u4e0b\u6587\u6a21\u5757\uff08\u56e0\u4e3a\u5f88\u591a\u5c0f\u7269\u4f53\u96be\u4ee5\u4ece\u5c40\u90e8\u5224\u65ad\uff0c\u5468\u56f4\u8bed\u4e49\u548c\u9053\u8def\u7ed3\u6784\u5e38\u5e38\u662f\u91cd\u8981\u7ebf\u7d22\uff09\u3001\u4ee5\u53ca\u7528\u53ef\u53d8\u5f62\u5377\u79ef\u6216\u6ce8\u610f\u529b\u673a\u5236\u63d0\u5347\u5bf9\u4e0d\u89c4\u5219\u5f62\u6001\u7684\u54cd\u5e94\u80fd\u529b\u3002<\/p>\n\n\n\n<p id=\"3SHI546H\">\u65f6\u95f4\u7ef4\u5ea6\u662f\u53e6\u4e00\u4e2a\u5f3a\u6709\u529b\u7684\u5de5\u5177\u3002\u5355\u5e27\u56fe\u50cf\u91cc\u4e00\u4e2a\u4e0d\u8d77\u773c\u7684\u5c0f\u7eb8\u888b\u53ef\u80fd\u770b\u4e0d\u51fa\u4ec0\u4e48\uff0c\u4f46\u901a\u8fc7\u8fde\u7eed\u5e27\u7684\u8fd0\u52a8\u4fe1\u606f\u3001\u5149\u6d41\u3001\u6216\u57fa\u4e8e\u8ddf\u8e2a\u7684\u7b56\u7565\uff0c\u5c31\u53ef\u4ee5\u628a\u201c\u77ed\u6682\u7684\u566a\u70b9\u201d\u6f14\u53d8\u4e3a\u7a33\u5b9a\u7684\u76ee\u6807\u3002\u5e38\u89c1\u7684\u505a\u6cd5\u5c31\u662f\u628a\u68c0\u6d4b\u548c\u8ddf\u8e2a\u7ed3\u5408\uff0c\u5148\u7528\u68c0\u6d4b\u5668\u5728\u6bcf\u4e00\u5e27\u4ea7\u751f\u5019\u9009\uff0c\u518d\u7528\u8f7b\u91cf\u7ea7\u8ddf\u8e2a\u5668\uff08\u4f8b\u5982\u57fa\u4e8e\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u5916\u89c2\u5173\u8054\u7684SORT\/DeepSORT\u601d\u60f3\uff09\u5728\u65f6\u95f4\u4e0a\u94fe\u63a5\u76ee\u6807\u8f68\u8ff9\uff0c\u4ece\u800c\u7528\u8fd0\u52a8\u4e00\u81f4\u6027\u6765\u6ee4\u6389\u5076\u53d1\u8bef\u62a5\u5e76\u4e14\u589e\u5f3a\u5c0f\u7269\u4f53\u7f6e\u4fe1\u5ea6\u3002\u8fd8\u6709\u66f4\u5148\u8fdb\u7684\u505a\u6cd5\u662f\u6784\u5efa\u65f6\u7a7a\u7f51\u7edc\uff0c\u76f4\u63a5\u5bf9\u591a\u5e27\u8f93\u5165\u8fdb\u884c\u7aef\u5230\u7aef\u63a8\u65ad\uff0c\u8ba9\u6a21\u578b\u5b66\u4f1a\u628a\u8de8\u5e27\u7684\u5fae\u5f31\u7ebf\u7d22\u6574\u5408\u8d77\u6765\u3002<\/p>\n\n\n\n<p id=\"3SHI546I\">\u5c0f\u7269\u4f53\u672c\u8eab\u5728\u81ea\u7136\u91c7\u96c6\u4e2d\u5f80\u5f80\u662f\u957f\u5c3e\u5206\u5e03\uff0c\u5373\u7edd\u5927\u591a\u6570\u5e27\u91cc\u6ca1\u6709\u7a00\u6709\u7684\u5c0f\u7269\u4f53\uff0c\u8fd9\u5c31\u4f1a\u5bfc\u81f4\u8bad\u7ec3\u6570\u636e\u91cc\u5c0f\u7269\u4f53\u6837\u672c\u4e0d\u8db3\u3002\u4e3a\u6b64\uff0c\u884c\u4e1a\u91cc\u666e\u904d\u4f7f\u7528\u6570\u636e\u589e\u5f3a\u548c\u5408\u6210\u6570\u636e\u6765\u8865\u6837\u672c\u3002\u6709\u4e00\u79cd\u7b80\u5355\u4f46\u6709\u6548\u7684\u505a\u6cd5\u662f\u201ccopy-paste\u201d\uff0c\u4e5f\u5c31\u662f\u628a\u6807\u6ce8\u597d\u7684\u5c0f\u7269\u4f53\u88c1\u526a\u51fa\u6765\uff0c\u6309\u5408\u7406\u7684\u7269\u7406\u89c4\u5219\u7c98\u8d34\u5230\u5176\u4ed6\u573a\u666f\u4e2d\uff0c\u4fdd\u6301\u906e\u6321\u4e0e\u9634\u5f71\u4e00\u81f4\u6027\u4ee5\u51cf\u5c11\u57df\u5dee\u5f02\u3002\u66f4\u8fdb\u4e00\u6b65\u7684\u505a\u6cd5\u5c31\u662f\u4f7f\u7528\u6a21\u62df\u5668\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u6a21\u62df\u4e0d\u540c\u5929\u6c14\u3001\u4e0d\u540c\u8def\u9762\u3001\u4e0d\u540c\u6444\u50cf\u5934\u53c2\u6570\u4e0b\u7684\u5c0f\u7269\u4f53\u8868\u73b0\u3002\u8fd8\u6709\u4e00\u4e9b\u6280\u672f\u7ec6\u8282\u4f1a\u663e\u8457\u63d0\u5347\u68c0\u6d4b\u7387\uff0c\u6bd4\u5982\u5728\u8bad\u7ec3\u65f6\u4f7f\u7528\u9ad8\u5206\u8fa8\u7387\u8f93\u5165\u3001\u5728\u6570\u636e\u589e\u5f3a\u91cc\u6709\u610f\u653e\u5927\u5c0f\u7269\u4f53\u3001\u4ee5\u53ca\u5728\u8bad\u7ec3\u635f\u5931\u4e2d\u5bf9\u5c0f\u76ee\u6807\u589e\u52a0\u6743\u91cd\u3002\u6807\u6ce8\u672c\u8eab\u5bf9\u5c0f\u7269\u4f53\u4e5f\u66f4\u8003\u9a8c\u5ba1\u6821\u8d28\u91cf\uff0c\u6807\u6ce8\u6846\u8981\u8db3\u591f\u7d27\u3001\u7c7b\u522b\u6807\u7b7e\u548c\u5143\u6570\u636e\uff08\u53cd\u5149\u3001\u6750\u8d28\u3001\u56fa\u5b9a\/\u79fb\u52a8\uff09\u8981\u51c6\u786e\uff0c\u4ee5\u4fbf\u8bad\u7ec3\u51fa\u80fd\u533a\u5206\u7ec6\u5fae\u5dee\u522b\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0822%2F73f9f4abj00t1df9s001gd000hs00d0m.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p 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