\u76ee\u5f55<\/p>\n
\u2728\u57fa\u4e8eYOLOv8\ud83d\ude80\u7684\u591a\u7aef\u8f66\u6d41\u68c0\u6d4b\u7cfb\u7edf-MTAS (Multi-Platform Traffic Analysis System)<\/p>\n
\u4e00\u3001\u57fa\u672c\u529f\u80fd\u4ecb\u7ecd<\/p>\n
1\u3001\u5ba2\u6237\u7aef \uff08pyside6+yolov8+pytorch\uff09<\/p>\n
2\u3001\u7f51\u9875\u7aef\uff08Vue3+Typestript+Python3+MySQL\uff09<\/p>\n
3\u3001\u521b\u65b0\u70b9\uff08\u6bd5\u8bbe\u9700\u8981\uff09<\/p>\n
4\u3001\u9879\u76ee\u5305\uff08\u524d\u7aef-\u6e38\u5ba2\u7aef\uff09<\/p>\n
5\u3001\u9879\u76ee\u5305\uff08\u524d\u7aef-\u7ba1\u7406\u7aef\uff09<\/p>\n
6\u3001\u9879\u76ee\u5305\uff08\u5ba2\u6237\u7aef+\u540e\u7aef\uff09<\/p>\n
\u4e8c\u3001\u5ba2\u6237\u7aef\u73af\u5883\u914d\u7f6e\u2692\ufe0f<\/p>\n
\u7b2c\u4e00\u6b65 \u914d\u7f6epython\u73af\u5883\ud83d\ude80<\/p>\n
\u7b2c\u4e8c\u6b65 \u4e0b\u8f7d\u5e93\ud83d\ude80<\/p>\n
\u7b2c\u4e09\u6b65 \u8fd0\u884c\u9879\u76ee\uff08\u5982\u679c\u4e0d\u9700\u8981\uff08\u5f00\u542f\u7f51\u9875\u7aef\uff09 \u6216 \uff08\u5bf9\u63a5RTSP\uff09\uff09<\/p>\n
\u4e09\u3001\u914d\u7f6e\u524d\u7aef\u73af\u5883\uff08\u4f7f\u7528\u7f51\u9875\u7aef\uff09\u2692\ufe0f<\/p>\n
\u56db\u3001\u4f7f\u7528\u5f00\u6e90\u9879\u76ee+\u81ea\u5b9a\u4e49\u529f\u80fd\u501f\u9274\ud83d\udcda<\/p>\n
1\u3001\u5f00\u6e90\u9879\u76ee<\/p>\n
2\u3001\u81ea\u5b9a\u4e49\u529f\u80fd\u501f\u9274<\/p>\n
\u9644\u9875\uff1a\u5c0f\u767d\uff08\u5c0f\u4e11\uff09\u5f00\u53d1\u5386\u7a0b\u3010\u4ece\u5165\u5751\u5230\u653e\u5f03\u3011<\/p>\n
\u7b2c\u4e00\u9636\u6bb5<\/p>\n
\u7b2c\u4e8c\u9636\u6bb5\uff08\u601d\u8def\u6478\u7d22\uff09<\/p>\n
\u7b2c\u4e09\u9636\u6bb5\uff08\u52a8\u529b\u6ee1\u6ee1\u7684\u5f00\u59cb\uff09<\/p>\n
\u7b2c\u56db\u9636\u6bb5\uff08\u627e\u524d\u7aef\u9879\u76ee\uff09<\/p>\n
\u7b2c\u4e94\u9636\u6bb5\uff08\u4e71\u6539\u524d\u7aef\uff09<\/p>\n
\u7b2c\u516d\u9636\u6bb5\uff08\u6446\u70c2\u5230\u653e\u5f03\uff09<\/p>\n
\u7b2c\u4e03\u9636\u6bb5\uff08\u9879\u76ee\u5feb\u5199\u5b8c\u65f6\uff09<\/p>\n
\u7b2c\u516b\u9636\u6bb5\uff08\u8bb0\u5f55\u8e29\u5751\uff09<\/p>\n
\u7b2c\u4e5d\u9636\u6bb5\uff08\u611f\u8c22\u5927\u4f6c\u4eec\u4e0e\u5f00\u6e90\u9879\u76ee\uff09<\/p>\n
\ud83d\udcdd\u5176\u4ed6<\/p>\n
\u2728\u57fa\u4e8eYOLOv8\ud83d\ude80\u7684\u591a\u7aef\u8f66\u6d41\u68c0\u6d4b\u7cfb\u7edf-MTAS (Multi-Platform Traffic Analysis System)
\n\u4e00\u3001\u57fa\u672c\u529f\u80fd\u4ecb\u7ecd
\n\ud83d\udc49\u7cfb\u7edf\u53ef\u5927\u4f53\u5206\u4e3a\u4e24\u5927\u6a21\u5757\uff08\u5ba2\u6237\u7aef\u3001\u7f51\u9875\u7aef\uff09<\/p>\n
\ud83d\udc49\u6f14\u793a\u89c6\u9891\uff1a<\/p>\n
\u57fa\u4e8eyolov8\u7684\u591a\u7aef\u68c0\u6d4b\u7cfb\u7edf_\u54d4\u54e9\u54d4\u54e9_bilibili
\n\u57fa\u4e8eyolov8\u7684\u591a\u7aef\u68c0\u6d4b\u7cfb\u7edf\u2014\u2014\u5ba2\u6237\u7aef & \u7f51\u9875\u7aef\u5f88\u611f\u8c22\u5927\u4f6c\u4eec\u7684\u6089\u5fc3\u6559\u5bfc\uff0c\u6709\u732b\u9c7c\u5927\u4f6c\uff0c\u9093\u6653\u6960\u5927\u4f6c\uff0c\u5317\u5c0f\u83dc\u5927\u4f6c\u7b49\u7b49\u5927\u4f6c\u4eec\uff01\u5927\u4f6c\u4eec\uff0c\u90fd\u662f\u6709\u95ee\u5fc5\u7b54\uff0c\u5e76\u4e14\u5341\u5206\u6709\u8010\u5fc3\uff0c\u545c\u545c\u545c\uff0c\u592a\u611f\u52a8\u4e86\uff01\u8fd8\u6709\u5f88\u591a\u4f18\u79c0\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u592a\u8d5e\u4e86\uff01, \u89c6\u9891\u64ad\u653e\u91cf 1\u3001\u5f39\u5e55\u91cf 0\u3001\u70b9\u8d5e\u6570 0\u3001\u6295\u786c\u5e01\u679a\u6570 0\u3001\u6536\u85cf\u4eba\u6570 0\u3001\u8f6c\u53d1\u4eba\u6570 0, \u89c6\u9891\u4f5c\u8005 \u7535\u77f3QwQ, \u4f5c\u8005\u7b80\u4ecb \u4e0d\u7518\u5bc2\u5bde\uff0c\u76f8\u5173\u89c6\u9891\uff1aYOLOv8-PySide-GUI\u8c03\u7528\u6444\u50cf\u5934\uff08\u6bd4PPT\u8fd8\u5361\uff01\uff09\uff0c\u82e5\u4f9dvue\u524d\u540e\u7aef\u5206\u79bb\u7248\u2014\u2014\u670d\u52a1\u5668\u4f7f\u7528docker\u5feb\u901f\u90e8\u7f72\uff08\u540e\u7aef\u90e8\u5206\uff09\uff0cpyqt-auto-tool\u81ea\u5df1\u4e71\u6539\u7684\u81ea\u52a8\u5316\u5c0f\u5de5\u5177\uff0cDijkstra\u7b97\u6cd5[\u7528\u5904+\u4ee3\u7801\u8bb2\u89e3]\uff0c\u82e5\u4f9dvue\u524d\u540e\u7aef\u5206\u79bb\u7248\u2014\u2014\u670d\u52a1\u5668\u4f7f\u7528docker\u5feb\u901f\u90e8\u7f72\uff08\u524d\u7aef\u90e8\u5206\u2014\u2014\u6709\u57df\u540d\u7248\uff09\uff0cKMP\u7b97\u6cd5\u52a8\u753b\uff08next\u6570\u7ec4\u6c42\u503c\uff09\uff0c\u82e5\u4f9dvue\u524d\u540e\u7aef\u5206\u79bb\u7248\u2014\u2014\u670d\u52a1\u5668\u5feb\u901f\u90e8\u7f72\uff08https\uff09\uff0cYOLOv8+LPRNet\u8f66\u724c\u5b9a\u4f4d\u4e0e\u8bc6\u522b\uff0c\u7ebf\u7d22\u4e8c\u53c9\u6811[\u7b2c\u4e8c\u90e8\u5206\uff1a\u4ee3\u7801\u8bb2\u89e3]\uff0c\u6821\u56ed\u751f\u6d3b\u8bb0\u5f55\u2014\u2014\u732b\u54aa\u56fe\u9274\u5c0f\u7a0b\u5e8f\u989c\u8272\u53d8\u91cf\u7edf\u4e00
\nhttps:\/\/www.bilibili.com\/video\/BV1iM4y1H78F<\/p>\n
1\u3001\u5ba2\u6237\u7aef \uff08pyside6+yolov8+pytorch\uff09<\/p>\n
\u53ef\u63a5\u53d7\u591a\u65b9\u89c6\u9891\u6570\u636e\u6d41\u8fdb\u884c\u8f66\u6d41\u5206\u6790\uff08\u8c03\u7528RTSP\u6444\u50cf\u5934\u3001\u672c\u5730\u6444\u50cf\u5934\u3001\u4e0a\u4f20\u672c\u5730\u89c6\u9891\uff09<\/p>\n
\u53ef\u5bf9\u8f66\u8f86\u8fdb\u884c\u5355\u76ee\u8ffd\u8e2a\ud83d\ude96<\/p>\n
\u53ef\u52a8\u6001\u8c03\u8282\u68c0\u6d4b\u53c2\u6570\uff08\u4ea4\u4e92\u6bd4\u3001\u7f6e\u4fe1\u5ea6\u3001\u5ef6\u65f6\u3001\u62a5\u8b66\u9608\u503c\uff09<\/p>\n
\u68c0\u6d4b\u7684\u89c6\u9891\u548c\u6570\u636e\u53ef\u4fdd\u5b58\u5728\u672c\u5730<\/p>\n
2\u3001\u7f51\u9875\u7aef\uff08Vue3+Typestript+Python3+MySQL\uff09
\n\u591a\u6a21\u5f0f\u5206\u6790\uff08\u7528\u6237\u4e0a\u4f20+\u6444\u50cf\u5934\u62cd\u6444\uff09<\/p>\n
\u6570\u636e\u4fdd\u5b58\u5728\u6570\u636e\u5e93\u4e2d\uff08\u7528\u6237\u6570\u636e+\u68c0\u6d4b\u6570\u636e\uff09<\/p>\n
\u53ef\u67e5\u770b\u89e6\u53d1\u7684\u8b66\u62a5\u8bb0\u5f55\ud83d\udd14<\/p>\n
<\/p>\n
3\u3001\u521b\u65b0\u70b9\uff08\u6bd5\u8bbe\u9700\u8981\uff09
\n\u7ed3\u5408\u4e86\u5ba2\u6237\u7aef+\u7f51\u9875\u7aef\uff08\u53ef\u591a\u7aef\u64cd\u4f5c\uff09<\/p>\n
\u53ef\u52a8\u6001\u8c03\u6574\u68c0\u6d4b\u53c2\u6570\uff08\u4ea4\u4e92\u6bd4\u3001\u7f6e\u4fe1\u5ea6\u3001\u5ef6\u65f6\u3001\u62a5\u8b66\u9608\u503c\uff09<\/p>\n
\u53ef\u68c0\u6d4b\u51fa\u662f\u5426\u8d85\u51fa\u8f66\u6d41\u9608\u503c\uff08\u53ef\u5bf9\u63a5\u62a5\u8b66\u6a21\u5757\uff09<\/p>\n
\u68c0\u6d4b\u53ef\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u8fdb\u884c\uff08\u89c6\u9891\u6d41 \/ \u7167\u7247\uff09<\/p>\n
\u7cfb\u7edf\u7b49\u6570\u636e\u53ef\u8fdb\u884c\u4fdd\u5b58\uff08\u672c\u5730\u6587\u4ef6 \/ \u6570\u636e\u5e93\uff09<\/p>\n
\u53ef\u89c6\u5316\u8f66\u6d41\uff08\u5149\u6d41\u7ed8\u5236\uff09\u663e\u793a\u3001\u53ef\u8fdb\u884c\u5355\u76ee\u8ffd\u8e2a\u3001\u591a\u76ee\u6807\u8ddf\u8e2a\uff08\u4f7f\u7528\u96c6\u6210\u5728yolov8\u4e2d\u7684bytetrack\uff09<\/p>\n
\u8f66\u6d41\u91cf\u53ef\u6570\u636e\u53ef\u89c6\u5316\uff08\u52a8\u6001\u663e\u793a\u8f66\u6d41\u91cf\uff09<\/p>\n
4\u3001\u9879\u76ee\u5305\uff08\u524d\u7aef-\u6e38\u5ba2\u7aef\uff09
\nMTAS-guest.zip – \u84dd\u594f\u4e91
\n\u6587\u4ef6\u5927\u5c0f\uff1a8.2 M|
\nhttps:\/\/wwwf.lanzout.com\/iH3oJ144hipa<\/p>\n
5\u3001\u9879\u76ee\u5305\uff08\u524d\u7aef-\u7ba1\u7406\u7aef\uff09
\nMTAS-guest.zip – \u84dd\u594f\u4e91
\n\u6587\u4ef6\u5927\u5c0f\uff1a8.2 M|
\nhttps:\/\/wwwf.lanzout.com\/iH3oJ144hipa<\/p>\n
6\u3001\u9879\u76ee\u5305\uff08\u5ba2\u6237\u7aef+\u540e\u7aef\uff09
\nMTAS-guest.zip – \u84dd\u594f\u4e91
\n\u6587\u4ef6\u5927\u5c0f\uff1a8.2 M|
\nhttps:\/\/wwwf.lanzout.com\/iH3oJ144hipa<\/p>\n
\u4e8c\u3001\u5ba2\u6237\u7aef\u73af\u5883\u914d\u7f6e\u2692\ufe0f
\n\u7b2c\u4e00\u6b65 \u914d\u7f6epython\u73af\u5883\ud83d\ude80
\n\u4e0b\u8f7dpython\uff08\u7248\u672c\uff1apython>=3.8\uff09(\u5efa\u8bae\u4f7f\u7528\u8bbf\u95eeAnaconda\u5b98\u7f51\u914d\u7f6e\u865a\u62df\u73af\u5883\uff0c\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b)<\/p>\n
1\uff09\u8bbf\u95eeAnaconda\u5b98\u7f51\uff1aFree Download | Anaconda<\/p>\n
2\uff09\u9009\u62e9\u76f8\u5e94\u7684\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\u5e76\u4e0b\u8f7d\u5bf9\u5e94\u7684\u5b89\u88c5\u5305\uff08\u63a8\u8350\u4e0b\u8f7d64\u4f4d\u7248\u672c\uff09<\/p>\n
3\uff09\u6253\u5f00\u4e0b\u8f7d\u7684\u5b89\u88c5\u5305\uff0c\u6309\u7167\u63d0\u793a\u8fdb\u884c\u5b89\u88c5\u5373\u53ef<\/p>\n
4\uff09\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff1a<\/p>\n
conda create –name \u81ea\u547d\u540d python=3.9.16
\n\u7b2c\u4e8c\u6b65 \u4e0b\u8f7d\u5e93\ud83d\ude80
\n\u6ce8\u610f\uff1a\u4e0b\u8f7d\u5e93\u524d\uff0c\u5982\u679c\u60f3\u8981\u66f4\u597d\u7684\u5e27\u6570\u4f53\u9a8c\u8bf7\u5b89\u88c5cuda\u7248\u672c\u54e6<\/p>\n
(\u56e0\u4e3a\u4e00\u822c\u9ed8\u8ba4\u4f1a\u5b89\u88c5cpu\u7684\u7248\u672c)<\/p>\n
pip\u6362\u6e90\uff1a<\/p>\n
pip config set global.index-url https:\/\/pypi.tuna.tsinghua.edu.cn\/simple
\n\u5207\u6362\u5230\u9879\u76ee\u6587\u4ef6\u5939\u4e0b\uff0c\u4e0b\u8f7d\u4f9d\u8d56\uff1a<\/p>\n
pip install -r requirements.txt
\n\u6211\u81ea\u5df1\u4f7f\u7528\u7684\u73af\u5883\uff1apython3.9+CPU<\/p>\n
\u7b2c\u4e09\u6b65 \u8fd0\u884c\u9879\u76ee\uff08\u5982\u679c\u4e0d\u9700\u8981\uff08\u5f00\u542f\u7f51\u9875\u7aef\uff09 \u6216 \uff08\u5bf9\u63a5RTSP\uff09\uff09
\n\u53ef\u76f4\u63a5\u8fd0\u884c\u9879\u76ee\uff1apython main.py<\/p>\n
\ud83d\ude80\u5982\u679c\u9700\u8981\u4f7f\u7528RTSP\uff1a<\/p>\n
\u63a8\u8350\u624b\u673a\u5b89\u88c5app\u2014\u2014IP\u6444\u50cf\u5934<\/p>\n
\ud83d\ude80\u5982\u679c\u9700\u8981\u4f7f\u7528\u7f51\u9875\u7aef\uff1a<\/p>\n
\u53ef\u53c2\u8003\u4e0b\u9762\u7684\u914d\u7f6e\u8bf4\u660e<\/p>\n
\u4e09\u3001\u914d\u7f6e\u524d\u7aef\u73af\u5883\uff08\u4f7f\u7528\u7f51\u9875\u7aef\uff09\u2692\ufe0f
\n\ud83d\ude80\u7b2c\u4e00\u6b65 \u914d\u7f6enpm\u4e0e\u4e0b\u8f7d\u4f9d\u8d56<\/p>\n
\u4e0b\u8f7dnode.js\uff08\u6211\u4f7f\u7528\u7684\u662f16.4\u7248\u672c\u7684\uff09<\/p>\n
npm\u6362\u6e90\uff1a<\/p>\n
npm config set registry https:\/\/registry.npm.taobao.orgregistry.npmmirror.com
\n\u5207\u6362\u5230\u9879\u76ee\u6587\u4ef6\u5939\u4e0b\uff0c\u4e0b\u8f7d\u4f9d\u8d56\uff1a<\/p>\n
npm install
\n\ud83d\ude80\u7b2c\u4e8c\u6b65 \u8fd0\u884c\u524d\u7aef<\/p>\n
npm run dev
\n\ud83d\udd14 \u6ce8\u610f\uff1a\u4e24\u4e2a\u524d\u7aef\u90fd\u662f\u8fd9\u6837\u542f\u52a8\u7684\u54df~<\/p>\n
\u56db\u3001\u4f7f\u7528\u5f00\u6e90\u9879\u76ee+\u81ea\u5b9a\u4e49\u529f\u80fd\u501f\u9274\ud83d\udcda
\n1\u3001\u5f00\u6e90\u9879\u76ee
\n\ud83d\udc8e\u5ba2\u6237\u7aef\uff1ahttps:\/\/github.com\/CatfishW\/MOT & https:\/\/github.com\/Jai-wei\/YOLOv8-PySide6-GUI<\/p>\n
\ud83d\udc8e\u524d\u540e\u7aef\uff1ahttps:\/\/github.com\/Dovahkiin-Ming\/Personnel-Flow-Monitoring-System-based-on-YoloV5<\/p>\n
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\ud83d\udc8e\u5f00\u6e90\u89c6\u9891\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff0c\u7cfb\u7edf\u5b9e\u73b0\u4e86\u5b9e\u65f6\u5206\u6790\u89c6\u9891\u6d41\uff0c\u5b9e\u65f6\u4ea7\u751f\u62a5\u8b66\u89c6\u9891\uff0c\u5b9e\u65f6\u63a8\u6d41\uff1a\u5f00\u6e90\u89c6\u9891\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff0c\u7cfb\u7edf\u5b9e\u73b0\u4e86\u5b9e\u65f6\u5206\u6790\u89c6\u9891\u6d41\uff0c\u5b9e\u65f6\u4ea7\u751f\u62a5\u8b66\u89c6\u9891\uff0c\u5b9e\u65f6\u63a8\u6d41_\u54d4\u54e9\u54d4\u54e9_bilibili<\/p>\n
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2\u3001\u81ea\u5b9a\u4e49\u529f\u80fd\u501f\u9274
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2\u3001\u7136\u540e\u770b\u89c1\u4e86\u7f51\u4e0a\u6709\u4e2a\u597d\u5144\u5f1f\u5f00\u6e90\u4e86\u7f51\u9875\u7248\u7684\uff0c\u6211\u5c31\u60f3\u518d\u52a0\u4e00\u4e2a\u7f51\u9875\u7aef\uff08\u82b1\u4e861\u5929\u5dee\u4e0d\u591a\u5b9e\u73b0\u4e86\uff09\u501f\u9274\u5927\u4f6c\u4eec\u7684\u5f00\u6e90<\/p>\n
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\n\u7f51\u9875\u7aef\u7684\u524d\u7aef\u662f\uff1avue3+TS
\n\u540e\u7aef\u662f\uff1aPython+Flask
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