{"id":1850,"date":"2026-04-27T13:38:36","date_gmt":"2026-04-27T05:38:36","guid":{"rendered":"https:\/\/dianshudata.com\/story\/2026\/04\/27\/drone-detection-model-optimization\/"},"modified":"2026-04-27T13:38:38","modified_gmt":"2026-04-27T05:38:38","slug":"drone-detection-model-optimization","status":"publish","type":"post","link":"https:\/\/dianshudata.com\/story\/2026\/04\/27\/drone-detection-model-optimization\/","title":{"rendered":"\u65e0\u4eba\u673a\u68c0\u6d4b\u6a21\u578b\u6027\u80fd\u4f18\u5316\u6307\u5357\uff1a\u4ece\u6570\u636e\u5230\u90e8\u7f72\u7684\u5168\u9762\u4f18\u5316"},"content":{"rendered":"<p>\u6570\u636e\u96c6\u94fe\u63a5\uff1a<a href=\"https:\/\/dianshudata.com\/dataDetail\/13676\">https:\/\/dianshudata.com\/dataDetail\/13676<\/a><\/p>\n<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 30px; border-radius: 12px; margin: 20px 0; text-align: center; box-shadow: 0 10px 30px rgba(0,0,0,0.1);\">\n<h2 style=\"color: white; font-size: 24px; margin-bottom: 15px;\">\u7acb\u5373\u67e5\u770b\u6570\u636e\u96c6<\/h2>\n<p style=\"color: rgba(255,255,255,0.9); font-size: 16px; margin-bottom: 20px;\">\u83b7\u53d6\u65e0\u4eba\u673a\u68c0\u6d4b\u8bad\u7ec3\u6570\u636e<\/p>\n<p>    <a href=\"https:\/\/dianshudata.com\/dataDetail\/13676\" style=\"display: inline-block; background: white; color: #667eea; font-weight: bold; padding: 15px 30px; border-radius: 50px; text-decoration: none; font-size: 18px; transition: all 0.3s ease;\"><br \/>\n        \u67e5\u770b\u6570\u636e\u96c6 \u2192<br \/>\n    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\/>\n&#8211; \u6570\u636e\u589e\u5f3a\u662f\u63d0\u9ad8\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u7684\u5173\u952e<br \/>\n&#8211; \u7f51\u7edc\u7ed3\u6784\u8c03\u6574\u53ef\u4ee5\u5e73\u8861\u7cbe\u5ea6\u548c\u901f\u5ea6<br \/>\n&#8211; \u8bad\u7ec3\u7b56\u7565\u4f18\u5316\u5f71\u54cd\u6a21\u578b\u6700\u7ec8\u6027\u80fd<br \/>\n&#8211; \u63a8\u7406\u4f18\u5316\u662f\u5b9e\u73b0\u5b9e\u65f6\u68c0\u6d4b\u7684\u5173\u952e<br \/>\n&#8211; \u786c\u4ef6\u9002\u914d\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd<\/p>\n<\/blockquote>\n<h2>\u6570\u636e\u589e\u5f3a\u6280\u672f<\/h2>\n<h3>\u57fa\u7840\u6570\u636e\u589e\u5f3a<\/h3>\n<ul>\n<li><strong>\u51e0\u4f55\u53d8\u6362<\/strong>\uff1a\u968f\u673a\u88c1\u526a\u3001\u7ffb\u8f6c\u3001\u65cb\u8f6c\u3001\u7f29\u653e<\/li>\n<li><strong>\u989c\u8272\u53d8\u6362<\/strong>\uff1a\u4eae\u5ea6\u3001\u5bf9\u6bd4\u5ea6\u3001\u9971\u548c\u5ea6\u8c03\u6574<\/li>\n<li><strong>\u566a\u58f0\u6dfb\u52a0<\/strong>\uff1a\u9ad8\u65af\u566a\u58f0\u3001\u6912\u76d0\u566a\u58f0<\/li>\n<li><strong>\u6a21\u7cca\u5904\u7406<\/strong>\uff1a\u9ad8\u65af\u6a21\u7cca\u3001\u8fd0\u52a8\u6a21\u7cca<\/li>\n<\/ul>\n<h3>\u9ad8\u7ea7\u6570\u636e\u589e\u5f3a<\/h3>\n<ul>\n<li><strong>MixUp<\/strong>\uff1a\u6df7\u5408\u591a\u4e2a\u6837\u672c\u53ca\u5176\u6807\u7b7e<\/li>\n<li><strong>CutMix<\/strong>\uff1a\u526a\u5207\u5e76\u6df7\u5408\u56fe\u50cf<\/li>\n<li><strong>Mosaic<\/strong>\uff1a\u5c06\u591a\u4e2a\u56fe\u50cf\u62fc\u63a5\u6210\u4e00\u4e2a<\/li>\n<li><strong>RandomErase<\/strong>\uff1a\u968f\u673a\u64e6\u9664\u56fe\u50cf\u7684\u90e8\u5206\u533a\u57df<\/li>\n<\/ul>\n<h3>\u9886\u57df\u7279\u5b9a\u589e\u5f3a<\/h3>\n<ul>\n<li><strong>\u65e0\u4eba\u673a\u59ff\u6001<\/strong>\uff1a\u6a21\u62df\u4e0d\u540c\u98de\u884c\u59ff\u6001\u7684\u65e0\u4eba\u673a<\/li>\n<li><strong>\u80cc\u666f\u53d8\u5316<\/strong>\uff1a\u6dfb\u52a0\u4e0d\u540c\u573a\u666f\u7684\u80cc\u666f<\/li>\n<li><strong>\u5929\u6c14\u6761\u4ef6<\/strong>\uff1a\u6a21\u62df\u4e0d\u540c\u5929\u6c14\u6761\u4ef6\u4e0b\u7684\u65e0\u4eba\u673a<\/li>\n<li><strong>\u5149\u7167\u53d8\u5316<\/strong>\uff1a\u6a21\u62df\u4e0d\u540c\u5149\u7167\u6761\u4ef6\u4e0b\u7684\u65e0\u4eba\u673a<\/li>\n<\/ul>\n<h3>\u6570\u636e\u589e\u5f3a\u7b56\u7565<\/h3>\n<ul>\n<li><strong>\u7ec4\u5408\u589e\u5f3a<\/strong>\uff1a\u7ec4\u5408\u591a\u79cd\u589e\u5f3a\u65b9\u6cd5<\/li>\n<li><strong>\u589e\u5f3a\u5f3a\u5ea6<\/strong>\uff1a\u6839\u636e\u6570\u636e\u96c6\u7279\u70b9\u8c03\u6574\u589e\u5f3a\u5f3a\u5ea6<\/li>\n<li><strong>\u9a8c\u8bc1\u96c6\u5904\u7406<\/strong>\uff1a\u9a8c\u8bc1\u96c6\u4e0d\u8fdb\u884c\u6570\u636e\u589e\u5f3a<\/li>\n<li><strong>\u5728\u7ebf\u589e\u5f3a<\/strong>\uff1a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u8fdb\u884c\u6570\u636e\u589e\u5f3a<\/li>\n<\/ul>\n<h2>\u7f51\u7edc\u7ed3\u6784\u4f18\u5316<\/h2>\n<h3>\u6a21\u578b\u9009\u62e9<\/h3>\n<ul>\n<li><strong>\u8f7b\u91cf\u7ea7\u6a21\u578b<\/strong>\uff1aYOLOv5s\u3001YOLOv8n\u3001MobileNet<\/li>\n<li><strong>\u5e73\u8861\u6a21\u578b<\/strong>\uff1aYOLOv5m\u3001YOLOv8s\u3001EfficientDet-D0<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6\u6a21\u578b<\/strong>\uff1aYOLOv5l\u3001YOLOv8l\u3001EfficientDet-D2<\/li>\n<\/ul>\n<h3>\u7f51\u7edc\u7ed3\u6784\u8c03\u6574<\/h3>\n<ul>\n<li><strong>\u6df1\u5ea6\u8c03\u6574<\/strong>\uff1a\u6839\u636e\u9700\u6c42\u8c03\u6574\u7f51\u7edc\u6df1\u5ea6<\/li>\n<li><strong>\u5bbd\u5ea6\u8c03\u6574<\/strong>\uff1a\u8c03\u6574\u7f51\u7edc\u5bbd\u5ea6\u4ee5\u5e73\u8861\u7cbe\u5ea6\u548c\u901f\u5ea6<\/li>\n<li><strong>\u6ce8\u610f\u529b\u673a\u5236<\/strong>\uff1a\u6dfb\u52a0\u6ce8\u610f\u529b\u6a21\u5757\u63d0\u9ad8\u6027\u80fd<\/li>\n<li><strong>\u7279\u5f81\u878d\u5408<\/strong>\uff1a\u4f18\u5316\u7279\u5f81\u878d\u5408\u7ed3\u6784<\/li>\n<\/ul>\n<h3>backbone\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u8f7b\u91cf\u7ea7backbone<\/strong>\uff1a\u4f7f\u7528MobileNet\u3001EfficientNet\u7b49<\/li>\n<li><strong>\u7279\u5f81\u63d0\u53d6<\/strong>\uff1a\u4f18\u5316\u7279\u5f81\u63d0\u53d6\u5c42<\/li>\n<li><strong>\u9884\u8bad\u7ec3<\/strong>\uff1a\u4f7f\u7528\u5728\u5927\u578b\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\u7684\u6a21\u578b<\/li>\n<li><strong>\u77e5\u8bc6\u84b8\u998f<\/strong>\uff1a\u5c06\u5927\u578b\u6a21\u578b\u7684\u77e5\u8bc6\u8fc1\u79fb\u5230\u5c0f\u578b\u6a21\u578b<\/li>\n<\/ul>\n<h3>\u68c0\u6d4b\u5934\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u951a\u6846\u8bbe\u8ba1<\/strong>\uff1a\u9488\u5bf9\u65e0\u4eba\u673a\u5c3a\u5bf8\u4f18\u5316\u951a\u6846<\/li>\n<li><strong>\u635f\u5931\u51fd\u6570<\/strong>\uff1a\u9009\u62e9\u9002\u5408\u65e0\u4eba\u673a\u68c0\u6d4b\u7684\u635f\u5931\u51fd\u6570<\/li>\n<li><strong>NMS\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u975e\u6781\u5927\u503c\u6291\u5236\u7b97\u6cd5<\/li>\n<li><strong>\u540e\u5904\u7406<\/strong>\uff1a\u6539\u8fdb\u68c0\u6d4b\u7ed3\u679c\u7684\u540e\u5904\u7406<\/li>\n<\/ul>\n<h2>\u8bad\u7ec3\u7b56\u7565\u4f18\u5316<\/h2>\n<h3>\u5b66\u4e60\u7387\u8c03\u5ea6<\/h3>\n<ul>\n<li><strong>\u4f59\u5f26\u9000\u706b<\/strong>\uff1a\u4f7f\u7528\u4f59\u5f26\u9000\u706b\u5b66\u4e60\u7387\u8c03\u5ea6<\/li>\n<li><strong>\u5b66\u4e60\u7387\u9884\u70ed<\/strong>\uff1a\u8bad\u7ec3\u5f00\u59cb\u65f6\u4f7f\u7528\u8f83\u5c0f\u7684\u5b66\u4e60\u7387<\/li>\n<li><strong>\u5b66\u4e60\u7387\u8870\u51cf<\/strong>\uff1a\u6839\u636e\u9a8c\u8bc1\u96c6\u6027\u80fd\u52a8\u6001\u8c03\u6574\u5b66\u4e60\u7387<\/li>\n<li><strong>\u81ea\u9002\u5e94\u5b66\u4e60\u7387<\/strong>\uff1a\u4f7f\u7528AdamW\u7b49\u81ea\u9002\u5e94\u4f18\u5316\u5668<\/li>\n<\/ul>\n<h3>\u4f18\u5316\u5668\u9009\u62e9<\/h3>\n<ul>\n<li><strong>SGD<\/strong>\uff1a\u9002\u5408\u5927\u89c4\u6a21\u8bad\u7ec3<\/li>\n<li><strong>Adam<\/strong>\uff1a\u6536\u655b\u901f\u5ea6\u5feb<\/li>\n<li><strong>AdamW<\/strong>\uff1aAdam\u7684\u6539\u8fdb\u7248\u672c\uff0c\u6dfb\u52a0\u6743\u91cd\u8870\u51cf<\/li>\n<li><strong>RMSprop<\/strong>\uff1a\u9002\u5408\u67d0\u4e9b\u7279\u5b9a\u573a\u666f<\/li>\n<\/ul>\n<h3>\u8bad\u7ec3\u6280\u5de7<\/h3>\n<ul>\n<li><strong>\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3<\/strong>\uff1a\u4f7f\u7528FP16\u52a0\u901f\u8bad\u7ec3<\/li>\n<li><strong>\u68af\u5ea6\u7d2f\u79ef<\/strong>\uff1a\u6a21\u62df\u66f4\u5927\u7684\u6279\u91cf\u5927\u5c0f<\/li>\n<li><strong>\u68af\u5ea6\u88c1\u526a<\/strong>\uff1a\u9632\u6b62\u68af\u5ea6\u7206\u70b8<\/li>\n<li><strong>\u65e9\u505c\u7b56\u7565<\/strong>\uff1a\u6839\u636e\u9a8c\u8bc1\u96c6\u6027\u80fd\u63d0\u524d\u505c\u6b62\u8bad\u7ec3<\/li>\n<\/ul>\n<h3>\u6a21\u578b\u96c6\u6210<\/h3>\n<ul>\n<li><strong>\u96c6\u6210\u5b66\u4e60<\/strong>\uff1a\u878d\u5408\u591a\u4e2a\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c<\/li>\n<li><strong>\u6295\u7968\u673a\u5236<\/strong>\uff1a\u4f7f\u7528\u591a\u6570\u6295\u7968\u6216\u52a0\u6743\u6295\u7968<\/li>\n<li><strong>\u5806\u53e0\u6cdb\u5316<\/strong>\uff1a\u4f7f\u7528\u5143\u6a21\u578b\u878d\u5408\u57fa\u7840\u6a21\u578b<\/li>\n<li><strong>\u6a21\u578b\u84b8\u998f<\/strong>\uff1a\u5c06\u96c6\u6210\u6a21\u578b\u7684\u77e5\u8bc6\u84b8\u998f\u5230\u5355\u4e2a\u6a21\u578b<\/li>\n<\/ul>\n<h2>\u63a8\u7406\u4f18\u5316<\/h2>\n<h3>\u6a21\u578b\u538b\u7f29<\/h3>\n<ul>\n<li><strong>\u91cf\u5316<\/strong>\uff1a\u5c06\u6a21\u578b\u4eceFP32\u91cf\u5316\u5230INT8<\/li>\n<li><strong>\u526a\u679d<\/strong>\uff1a\u79fb\u9664\u4e0d\u91cd\u8981\u7684\u7f51\u7edc\u8fde\u63a5<\/li>\n<li><strong>\u77e5\u8bc6\u84b8\u998f<\/strong>\uff1a\u5c06\u5927\u578b\u6a21\u578b\u7684\u77e5\u8bc6\u8fc1\u79fb\u5230\u5c0f\u578b\u6a21\u578b<\/li>\n<li><strong>\u4f4e\u79e9\u5206\u89e3<\/strong>\uff1a\u4f7f\u7528\u4f4e\u79e9\u77e9\u9635\u5206\u89e3\u51cf\u5c11\u53c2\u6570<\/li>\n<\/ul>\n<h3>\u63a8\u7406\u52a0\u901f<\/h3>\n<ul>\n<li><strong>\u6279\u91cf\u5904\u7406<\/strong>\uff1a\u6279\u91cf\u5904\u7406\u591a\u4e2a\u8f93\u5165<\/li>\n<li><strong>\u5e76\u884c\u8ba1\u7b97<\/strong>\uff1a\u5229\u7528\u591a\u6838\u5fc3CPU\u6216GPU\u5e76\u884c\u8ba1\u7b97<\/li>\n<li><strong>\u5185\u5b58\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u5185\u5b58\u4f7f\u7528\uff0c\u51cf\u5c11\u5185\u5b58\u8bbf\u95ee<\/li>\n<li><strong>\u8ba1\u7b97\u56fe\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u6a21\u578b\u8ba1\u7b97\u56fe<\/li>\n<\/ul>\n<h3>\u90e8\u7f72\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u6a21\u578b\u8f6c\u6362<\/strong>\uff1a\u8f6c\u6362\u4e3a\u9002\u5408\u90e8\u7f72\u7684\u683c\u5f0f\uff08ONNX\u3001TensorRT\u7b49\uff09<\/li>\n<li><strong>\u786c\u4ef6\u4f18\u5316<\/strong>\uff1a\u9488\u5bf9\u7279\u5b9a\u786c\u4ef6\u4f18\u5316\u6a21\u578b<\/li>\n<li><strong>\u63a8\u7406\u5f15\u64ce<\/strong>\uff1a\u4f7f\u7528\u9ad8\u6548\u7684\u63a8\u7406\u5f15\u64ce<\/li>\n<li><strong>\u7f13\u5b58\u673a\u5236<\/strong>\uff1a\u7f13\u5b58\u4e2d\u95f4\u8ba1\u7b97\u7ed3\u679c<\/li>\n<\/ul>\n<h3>\u5b9e\u65f6\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u5e27\u7387\u63a7\u5236<\/strong>\uff1a\u786e\u4fdd\u5b9e\u65f6\u5e27\u7387<\/li>\n<li><strong>\u5ef6\u8fdf\u4f18\u5316<\/strong>\uff1a\u51cf\u5c11\u63a8\u7406\u5ef6\u8fdf<\/li>\n<li><strong>\u529f\u8017\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u6a21\u578b\u529f\u8017<\/li>\n<li><strong>\u70ed\u7ba1\u7406<\/strong>\uff1a\u5904\u7406\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u70ed\u7ba1\u7406\u95ee\u9898<\/li>\n<\/ul>\n<h2>\u786c\u4ef6\u9002\u914d<\/h2>\n<h3>CPU\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u6307\u4ee4\u96c6\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528AVX\u3001AVX2\u7b49\u6307\u4ee4\u96c6<\/li>\n<li><strong>\u7ebf\u7a0b\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u591a\u7ebf\u7a0b\u5904\u7406<\/li>\n<li><strong>\u5185\u5b58\u8bbf\u95ee<\/strong>\uff1a\u4f18\u5316\u5185\u5b58\u8bbf\u95ee\u6a21\u5f0f<\/li>\n<li><strong>\u6279\u5904\u7406<\/strong>\uff1a\u4f18\u5316\u6279\u5904\u7406\u5927\u5c0f<\/li>\n<\/ul>\n<h3>GPU\u4f18\u5316<\/h3>\n<ul>\n<li><strong>CUDA\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528CUDA\u6838\u5fc3\u529f\u80fd<\/li>\n<li><strong>\u5185\u5b58\u7ba1\u7406<\/strong>\uff1a\u4f18\u5316GPU\u5185\u5b58\u4f7f\u7528<\/li>\n<li><strong>\u5185\u6838\u878d\u5408<\/strong>\uff1a\u878d\u5408\u591a\u4e2a\u8ba1\u7b97\u5185\u6838<\/li>\n<li><strong>\u5f20\u91cf\u6838\u5fc3<\/strong>\uff1a\u4f7f\u7528GPU\u5f20\u91cf\u6838\u5fc3\u52a0\u901f<\/li>\n<\/ul>\n<h3>\u8fb9\u7f18\u8bbe\u5907\u4f18\u5316<\/h3>\n<ul>\n<li><strong>\u6a21\u578b\u91cf\u5316<\/strong>\uff1a\u9488\u5bf9\u8fb9\u7f18\u8bbe\u5907\u8fdb\u884c\u91cf\u5316<\/li>\n<li><strong>\u8f7b\u91cf\u7ea7\u6a21\u578b<\/strong>\uff1a\u4f7f\u7528\u4e13\u4e3a\u8fb9\u7f18\u8bbe\u5907\u8bbe\u8ba1\u7684\u6a21\u578b<\/li>\n<li><strong>\u786c\u4ef6\u52a0\u901f<\/strong>\uff1a\u5229\u7528\u8fb9\u7f18\u8bbe\u5907\u7684\u786c\u4ef6\u52a0\u901f\u529f\u80fd<\/li>\n<li><strong>\u529f\u8017\u7ba1\u7406<\/strong>\uff1a\u4f18\u5316\u6a21\u578b\u529f\u8017<\/li>\n<\/ul>\n<h3>\u4e13\u7528\u786c\u4ef6<\/h3>\n<ul>\n<li><strong>AI\u82af\u7247<\/strong>\uff1a\u4f7f\u7528\u4e13\u95e8\u7684AI\u52a0\u901f\u82af\u7247<\/li>\n<li><strong>FPGA<\/strong>\uff1a\u4f7f\u7528FPGA\u52a0\u901f\u63a8\u7406<\/li>\n<li><strong>ASIC<\/strong>\uff1a\u8bbe\u8ba1\u4e13\u7528\u7684ASIC\u82af\u7247<\/li>\n<li><strong>\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/strong>\uff1a\u4f7f\u7528\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u786c\u4ef6<\/li>\n<\/ul>\n<h2>\u5b9e\u9645\u6848\u4f8b\u5206\u6790<\/h2>\n<h3>\u6848\u4f8b\u4e00\uff1a\u5b9e\u65f6\u65e0\u4eba\u673a\u68c0\u6d4b\u7cfb\u7edf<\/h3>\n<p><strong>\u80cc\u666f<\/strong>\uff1a\u67d0\u5b89\u9632\u516c\u53f8\u5e0c\u671b\u5f00\u53d1\u5b9e\u65f6\u65e0\u4eba\u673a\u68c0\u6d4b\u7cfb\u7edf\uff0c\u8981\u6c42\u68c0\u6d4b\u901f\u5ea6\u8fbe\u523030 FPS\uff0c\u51c6\u786e\u7387\u8fbe\u523090%\u4ee5\u4e0a\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<br \/>\n1. <strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u9009\u62e9YOLOv8s\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b<br \/>\n2. <strong>\u6570\u636e\u589e\u5f3a<\/strong>\uff1a\u4f7f\u7528\u591a\u79cd\u6570\u636e\u589e\u5f3a\u6280\u672f<br \/>\n3. <strong>\u8bad\u7ec3\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528\u4f59\u5f26\u9000\u706b\u5b66\u4e60\u7387\u548cAdamW\u4f18\u5316\u5668<br \/>\n4. <strong>\u63a8\u7406\u4f18\u5316<\/strong>\uff1a\u6a21\u578b\u91cf\u5316\u548cTensorRT\u52a0\u901f<br \/>\n5. <strong>\u786c\u4ef6\u9002\u914d<\/strong>\uff1a\u4f7f\u7528GPU\u52a0\u901f\u63a8\u7406<\/p>\n<p><strong>\u6210\u679c<\/strong>\uff1a<br \/>\n&#8211; \u68c0\u6d4b\u51c6\u786e\u7387\uff1a92%<br \/>\n&#8211; \u63a8\u7406\u901f\u5ea6\uff1a30 FPS<br \/>\n&#8211; \u6a21\u578b\u5927\u5c0f\uff1a12MB<br \/>\n&#8211; \u90e8\u7f72\u8bbe\u5907\uff1a\u8fb9\u7f18GPU\u8bbe\u5907<\/p>\n<h3>\u6848\u4f8b\u4e8c\uff1a\u8d44\u6e90\u53d7\u9650\u8bbe\u5907\u90e8\u7f72<\/h3>\n<p><strong>\u80cc\u666f<\/strong>\uff1a\u67d0\u5ba2\u6237\u5e0c\u671b\u5728\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8bbe\u5907\u4e0a\u90e8\u7f72\u65e0\u4eba\u673a\u68c0\u6d4b\u6a21\u578b\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<br \/>\n1. <strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u9009\u62e9YOLOv8n\u8f7b\u91cf\u7ea7\u6a21\u578b<br \/>\n2. <strong>\u6a21\u578b\u538b\u7f29<\/strong>\uff1aINT8\u91cf\u5316\u548c\u526a\u679d<br \/>\n3. <strong>\u63a8\u7406\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528TFLite\u52a0\u901f<br \/>\n4. <strong>\u786c\u4ef6\u9002\u914d<\/strong>\uff1a\u9488\u5bf9\u8fb9\u7f18\u8bbe\u5907\u4f18\u5316<\/p>\n<p><strong>\u6210\u679c<\/strong>\uff1a<br \/>\n&#8211; \u68c0\u6d4b\u51c6\u786e\u7387\uff1a85%<br \/>\n&#8211; \u63a8\u7406\u901f\u5ea6\uff1a20 FPS<br \/>\n&#8211; \u6a21\u578b\u5927\u5c0f\uff1a3MB<br \/>\n&#8211; \u90e8\u7f72\u8bbe\u5907\uff1a\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8bbe\u5907<\/p>\n<h3>\u6848\u4f8b\u4e09\uff1a\u9ad8\u7cbe\u5ea6\u68c0\u6d4b\u7cfb\u7edf<\/h3>\n<p><strong>\u80cc\u666f<\/strong>\uff1a\u67d0\u673a\u573a\u5e0c\u671b\u90e8\u7f72\u9ad8\u7cbe\u5ea6\u7684\u65e0\u4eba\u673a\u68c0\u6d4b\u7cfb\u7edf\uff0c\u8981\u6c42\u68c0\u6d4b\u51c6\u786e\u7387\u8fbe\u523095%\u4ee5\u4e0a\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<br \/>\n1. <strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u9009\u62e9YOLOv8l\u9ad8\u7cbe\u5ea6\u6a21\u578b<br \/>\n2. <strong>\u6570\u636e\u589e\u5f3a<\/strong>\uff1a\u4f7f\u7528\u9ad8\u7ea7\u6570\u636e\u589e\u5f3a\u6280\u672f<br \/>\n3. <strong>\u6a21\u578b\u96c6\u6210<\/strong>\uff1a\u878d\u5408\u591a\u4e2a\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c<br \/>\n4. <strong>\u63a8\u7406\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528GPU\u52a0\u901f\u548c\u6279\u5904\u7406<\/p>\n<p><strong>\u6210\u679c<\/strong>\uff1a<br \/>\n&#8211; \u68c0\u6d4b\u51c6\u786e\u7387\uff1a96%<br \/>\n&#8211; \u63a8\u7406\u901f\u5ea6\uff1a15 FPS<br \/>\n&#8211; \u8bef\u62a5\u7387\uff1a\u4f4e\u4e8e3%<br \/>\n&#8211; 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FPS<\/li>\n<li><strong>\u5e73\u8861\u6a21\u578b<\/strong>\uff1a\u51c6\u786e\u7387\u226590%\uff0c\u901f\u5ea6\u226520 FPS<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6\u6a21\u578b<\/strong>\uff1a\u51c6\u786e\u7387\u226595%\uff0c\u901f\u5ea6\u226510 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