\u667a\u6613\u65f6\u4ee3\u9e70\u773c\u96fe\u70ae<\/a>\u8054\u52a8\u7cfb\u7edf\u96c6\u6210\u4e86\u9ad8\u5206\u8fa8\u7387\u6444\u50cf\u5934\u3001\u7684\u667a\u80fd\u8bc6\u522b\u7b97\u6cd5\u4ee5\u53ca\u7075\u6d3b\u7684\u96fe\u70ae\u55b7\u5c04\u8bbe\u5907\u3002\u901a\u8fc7\u9ad8\u6e05\u6444\u50cf\u5934\u5b9e\u65f6\u6355\u6349\u76ee\u6807\u533a\u57df\u7684\u56fe\u50cf\u4fe1\u606f\uff0c\u5e76\u4f20\u8f93\u81f3\u667a\u80fd\u8bc6\u522b\u7b97\u6cd5\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\u3002\u7cfb\u7edf\u80fd\u9501\u5b9a\u7c89\u5c18\u6c61\u67d3\u6e90\u7684\u4f4d\u7f6e\u4e0e\u6269\u6563\u8303\u56f4\uff0c\u5e76\u81ea\u52a8\u8c03\u63a7\u96fe\u70ae\u55b7\u5c04\u7684\u89d2\u5ea6\u4e0e\u5f3a\u5ea6\uff0c\u8c03\u63a7\u55b7\u96fe\u91cf\uff0c\u6709\u6548\u964d\u4f4e\u6c34\u8d44\u6e90\u6d88\u8017\u4e0e\u80fd\u8017\u3002\u53ef\u4ee5\u5e94\u7528\u4e8e\u5de5\u5730\u3001\u7164\u77ff\u3001\u94a2\u94c1\u3001\u5316\u5de5\u7b49\u884c\u4e1a\u7684\u7c89\u5c18\u6cbb\u7406\u5de5\u4f5c\u3002\u901a\u8fc7\u4f7f\u7528\u8be5\u7cfb\u7edf\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u7c89\u5c18\u6c61\u67d3\u7684\u6709\u6548\u63a7\u5236\uff0c\u63d0\u9ad8\u751f\u4ea7\u6548\u7387\u548c\u4ea7\u54c1\u8d28\u91cf\uff0c\u540c\u65f6\u964d\u4f4e\u73af\u5883\u6c61\u67d3\u548c\u6cbb\u7406\u6210\u672c\u3002<\/p>\n\u4e8c\u3001\u6838\u5fc3<\/b>\u529f\u80fd<\/b><\/b><\/h2>\n
1.\u89c6\u9891\u6d41\u8f93\u51fa\u3002\u89c6\u9891\u6d41\u8f93\u51fa\u53ef\u4ee5\u5c55\u73b0\u51fa\u96fe\u70ae\u72b6\u6001\uff0c\u88ab\u6d4b\u5b9a\u76ee\u6807\u4fe1\u606f\u5e76\u4e14\u5199\u660e\u76ee\u6807\u7c7b\u578b\uff0c\u5982\u94f2\u8f66\u3001\u5361\u8f66\u3001\u5361\u8f66\u5012\u6599\u3001\u6316\u6398\u673a\u7b49\u3002<\/p>\n
2.\u667a\u80fd\u8054\u52a8\u3002\u9e70\u773c\u8bc6\u522b\u7cfb\u7edf\u540e\u53f0\u8f6f\u4ef6\u7ed3\u5408\u626c\u5c18\u4f4d\u7f6e\u4fe1\u606f\u53ca\u6c61\u67d3\u884c\u4e3a\u5224\u5b9a\u60c5\u51b5\uff0c\u8ba1\u7b97\u51fa\u76ee\u6807\u5728\u68da\u5185\u7684\u4f4d\u7f6e\u5750\u6807\u4e0e\u6cbb\u7406\u96fe\u70ae\u7684\u76f8\u5bf9\u4f4d\u7f6e\uff0c\u8fdb\u800c\u8ba1\u7b97\u51fa\u96fe\u70ae\u7684\u65cb\u8f6c\u89d2\u5ea6\u53ca\u4fef\u4ef0\u89d2\u5ea6\uff0c\u8fdb\u884c\u5b9a\u4f4d\u5e76\u5f62\u6210\u6267\u884c\u6307\u4ee4\uff0c\u901a\u8fc7\u4ee5\u592a\u7f51\u901a\u8baf\u53d1\u9001\u81f3\u5bf9\u5e94\u533a\u57df\u7684\u96fe\u70ae\u63a7\u5236PLC\uff0c\u63a7\u5236\u96fe\u70ae\u8bbe\u5907\u7684\u542f\u505c\u3001\u8f6c\u52a8\u3001\u4fef\u4ef0\u7b49\uff0c\u8fbe\u5230\u6cbb\u7406\u8bbe\u5907\u4e0e\u9e70\u773c\u8bc6\u522b\u7cfb\u7edf\u7684\u8054\u52a8\u4f5c\u4e1a\uff0c\u5b9e\u73b0\u6291\u5c18\u3002<\/p>\n
3.\u7cbe\u51c6\u8bc6\u522b\u3002\u9e70\u773c\u96fe\u70ae\u8054\u52a8\u7cfb\u7edf\u901a\u8fc7\u9ad8\u6e05\u6444\u50cf\u5934\u6355\u6349\u76ee\u6807\u533a\u57df\u7684\u5b9e\u65f6\u753b\u9762\uff0c\u5bf9\u751f\u4ea7\u6d3b\u52a8\u548c\u7c89\u5c18\u6392\u653e\u7684\u5177\u4f53\u60c5\u51b5\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\uff0c\u4e3a\u96fe\u70ae\u673a\u63d0\u4f9b\u7684\u55b7\u96fe\u6307\u5bfc\uff0c\u8bc6\u522b\u51c6\u786e\u7387\u8fbe\u523095%\u4ee5\u4e0a\u3002<\/p>\n
4.\u652f\u6301\u5355\u673a\u6216\u8054\u7f51\u5de5\u4f5c\u3002\u9e70\u773c\u7ec8\u7aef\u5177\u5907\u9ad8\u5ea6\u7684\u7075\u6d3b\u6027\u4e0e\u517c\u5bb9\u6027\uff0c\u65e2\u80fd\u5b9e\u73b0\u5355\u673a\u5de5\u4f5c\u6a21\u5f0f\uff0c\u5e94\u5bf9\u5c0f\u89c4\u6a21\u6216\u7279\u5b9a\u573a\u666f\u4e0b\u7684\u76d1\u63a7\u4e0e\u5904\u7406\u9700\u6c42\uff1b\u4e5f\u53ef\u91c7\u7528\u8054\u7f51\u5de5\u4f5c\uff0c\u5b9e\u73b0\u6570\u636e\u5171\u4eab\u3001\u534f\u540c\u4f5c\u4e1a\u4ee5\u53ca\u8fdc\u7a0b\u7ba1\u7406\uff0c\u5927\u63d0\u5347\u4e86\u7cfb\u7edf\u7684\u8986\u76d6\u8303\u56f4\u3001\u54cd\u5e94\u901f\u5ea6\u53ca\u6574\u4f53\u6548\u80fd\u3002<\/p>\n
\u4e09<\/b>\u3001\u96fe\u70ae\u8054\u52a8\u63a7\u5236<\/b><\/b><\/h2>\n
1.\u542f\u505c\u63a7\u5236\u89e3\u51b3\u65b9\u6848<\/p>\n
1)\u9608\u503c\u81ea\u52a8\u542f\u505c\uff1a\u670d\u52a1\u7aef\u63a5\u5165\u96fe\u70ae\u6cbb\u7406\u533aTSP\u00a0\u76d1\u6d4b\u503c\u5e76\u8bbe\u7f6e\u8054\u52a8\u9608\u503c\uff0c\u5f53\u8fbe\u5230\u6216\u8005\u8fc7\u9608\u503c\u65f6\uff0c\u5e73\u53f0\u81ea\u52a8\u4e0b\u53d1\u6307\u4ee4\u542f\u52a8\u96fe\u70ae\uff0c\u5f53\u9608\u503c\u65f6\uff0c\u505c\u6b62\u96fe\u70ae\u5de5\u4f5c\u3002<\/p>\n
2)\u8ba1\u5212\u63a7\u5236\u542f\u505c\uff1a\u5728\u670d\u52a1\u7aef\u8bbe\u7f6e\u96fe\u70ae\u5b9a\u65f6\u542f\u52a8\u6cbb\u7406\u8ba1\u5212\uff0c\u5de5\u4f5c\u65f6\u957f\u7b49\uff0c\u5b9e\u73b0\u96fe\u70ae\u8ba1\u5212\u63a7\u5236\u542f\u505c\u3002<\/p>\n
2.\u55b7\u5c04\u63a7\u5236\u89e3\u51b3\u65b9\u6848<\/p>\n
1)\u6447\u6446\u55b7\u5c04\u542f\u505c\uff1a\u5f53\u9e70\u773c\u53d1\u73b0\u6c61\u67d3\u884c\u4e3a\u65f6\uff0c\u670d\u52a1\u7aef\u901a\u8fc7 OPC \u534f\u8bae\uff0c\u5411\u96fe\u70aePLC\u4e0b\u53d1\u542f\u505c\u53ca\u5de5\u4f5c\u6a21\u5f0f\u6307\u4ee4\uff0c\u5b9e\u73b0\u96fe\u70ae\u81ea\u52a8\u542f\u505c\uff0c\u964d\u5c18\u7684\u540c\u65f6\u5b9e\u73b0\u8282\u6c34\u8282\u80fd\u3002<\/p>\n
2)\u8ddf\u8f66\u968f\u52a8\u542f\u505c\uff1a\u5f53\u9e70\u773c\u53d1\u73b0\u6c61\u67d3\u884c\u4e3a\u65f6\uff0c\u670d\u52a1\u7aef\u8ba1\u7b97\u8f66\u8f86\u7a7a\u95f4\u5750\u6807\u503c\uff0c\u901a\u8fc7OPC\u00a0\u534f\u8bae\uff0c\u8d4b\u503c\u96fe\u70aePLC\u63a7\u5236\u96fe\u70ae\u968f\u52a8\u65cb\u8f6c\u5de5\u4f5c\uff0c\u5b9e\u73b0\u968f\u8f66\u6cbb\u7406\u964d\u5c18\u3002<\/p>\n
3.\u96fe\u70ae\u8fde\u63a5\u65b9\u5f0f<\/p>\n
\u96fe\u70ae\u8bbe\u5907\u4e0e\u96fe\u70ae\u8054\u52a8\u6a21\u5757\u4e4b\u95f4\u7684\u8fde\u63a5\u5305\u542b\u6709\u7ebf\u548c\u65e0\u7ebf\u4e24\u79cd\u65b9\u6848\u3002\u6709\u7ebf\u9002\u7528\u4e8e\u8fd1\u8ddd\u79bb\u65b9\u6848\uff08<50m\uff09\uff0c\u901a\u8fc7\u7ebf\u8def\u4f20\u8f93\u4fe1\u53f7\u63a7\u5236\u96fe\u70ae\u8bbe\u5907\uff1b\u65e0\u7ebf\u9002\u7528\u4e8e\u4e2d\u8fdc\u8ddd\u79bb\u65b9\u6848\uff08<5000\u00a0\u7c73\uff09\u6216\u8005\u76d1\u6d4b\u4eea\u4e0e\u96fe\u70ae\u4e4b\u95f4\u65e0\u6cd5\u5e03\u7ebf\u7684\u573a\u6240\uff0c\u91c7\u7528\u65e0\u7ebf\u00a0Lora\u00a0\u4f20\u8f93\u6a21\u5757\uff0c\u5b9e\u73b0\u96fe\u70ae\u8054\u52a8\u6a21\u5757\u7684\u65e0\u7ebf\u63a7\u5236\u3002<\/p>\n
4.\u786c\u4ef6\u4ea7\u54c1<\/p>\n
\u76d1\u63a7\u6444\u50cf\u5355\u5143<\/p>\n
<\/p>\n
\u9e70\u773c\u8bc6\u522b\u76f8\u673a\u96c6\u6210\u4e86\u7684\u89c6\u9891\u5206\u6790\u7b97\u6cd5\u548c\u8ddf\u8e2a\u7b97\u6cd5\u7a0b\u5e8f\uff0c\u5b9e\u73b0\u6c61\u67d3\u533a\u57df\u5b9e\u65f6\u76d1\u63a7\u3001\u6c61\u67d3\u884c\u4e3a\u753b\u9762\u5e76\u8bb0\u5f55\u6cbb\u7406\u8fc7\u7a0b\uff0c\u540c\u65f6\u652f\u6301\u591a\u573a\u666f\u5de1\u822a\u3001\u4e91\u5b58\u50a8\u670d\u52a1\u529f\u80fd\u3002<\/p>\n
\u9e70\u773c\u8bc6\u522b\u670d\u52a1\u5668<\/p>\n
<\/p>\n
\u9e70\u773c\u8bc6\u522b\u670d\u52a1\u5668\u4f5c\u7528\u4e3a\u5206\u6790\u5355\u5143\u4e0e\u68c0\u6d4b\u8bc6\u522b\u5355\u5143\u3001\u96fe\u70ae\u673a\u6784\u4fe1\u53f7\u8fde\u63a5\uff0c\u7528\u4e8e\u68c0\u6d4b\u8bc6\u522b\u5355\u5143\u53d1\u9001\u7684\u4ea7\u5c18\u4fe1\u53f7\uff0c\u5e76\u5411\u96fe\u70ae\u673a\u6784\u53d1\u9001\u4fe1\u53f7\u4ee5\u9a71\u4f7f\u96fe\u70ae\u673a\u6784\u8fdb\u884c\u55b7\u96fe\u964d\u5c18\u3002<\/p>\n
\u667a\u80fd\u96fe\u70ae\u673a<\/p>\n
<\/p>\n
\u9e70\u773c\u96fe\u70ae\u673a\u91c7\u7528\u9ad8\u538b\u6cf5\u548c\u55b7\u5634\u8fdb\u884c\u55b7\u96fe\uff0c\u53ef\u4ee5\u5c06\u6c34\u96fe\u5747\u5300\u5730\u55b7\u6d12\u5230\u7a7a\u6c14\u4e2d\uff0c\u5f62\u6210\u96fe\u72b6\uff0c\u5728\u53d1\u751f\u6c61\u67d3\u884c\u4e3a\u65f6\uff0c\u53ef\u5bf9\u6c61\u67d3\u533a\u57df\u6216\u76ee\u6807\u8fdb\u884c\u6c61\u67d3\u6cbb\u7406\u3002<\/p>\n
\u56db\u3001<\/b>\u9e70\u773c\u96fe\u70ae\u8054\u52a8\u6280\u672f<\/b><\/b><\/h2>\n
1.YOLOV8\u76ee\u6807\u68c0\u6d4b\u6280\u672f<\/p>\n
YOLOv8\uff08You\u00a0Only\u00a0Look\u00a0Once\u00a0version\u00a08\uff09\u662f\u76ee\u6807\u68c0\u6d4b\u9886\u57df\u4e2d\u00a0YOLO\u00a0\u7cfb\u5217\u7b97\u6cd5\u4e4b\u4e00\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u65e8\u5728\u5b9e\u73b0\u4e14\u7684\u7269\u4f53\u68c0\u6d4b\u3002\u6a21\u578b\u8bc6\u522b\u7c7b\u578b\u5171\u00a05\u00a0\u7c7b\u5206\u522b\u662f\u94f2\u8f66\u3001\u5361\u8f66\u3001\u6316\u6398\u673a\u3001\u7070\u5c18\u3001\u6c34\u96fe\u3002\u5e76\u4e14\u5f53\u524d\u6a21\u578b\u7684\u7cbe\u786e\u7387\u548c\u53ec\u56de\u7387\u90fd\u5728\u00a0\u4ee5\u4e0a\u3002<\/p>\n
2\u00a0\u4e1a\u52a1\u5b9e\u73b0<\/p>\n
2.1\u00a0\u53ef\u89c6\u5316\u4fee\u6539<\/p>\n
\u5c06\u76ee\u6807\u4e3a\u534a\u900f\u660e\u8272,\u91c7\u7528\u865a\u7ebf\u8fb9\u6846\u6765\u754c\u5b9a\u76ee\u6807\u8303\u56f4,\u5e76\u5728\u56db\u4e2a\u5bf9\u89d2\u5206\u522b\u5411\u5916\u6269\u5c55\u5c0f\u5bf9\u89d2,\u68c0\u6d4b\u6846\u5de6\u4e0a\u89d2\u5b9e\u65f6\u663e\u793a\u8f66\u8f86\u540d\u79f0\u3001\u7f6e\u4fe1\u5ea6\u3001\u5f53\u524d\u72b6\u6001\u5206\u6570\u7b49\u4fe1\u606f\u3002<\/p>\n
<\/p>\n
2.2\u00a0\u8f66\u8f86\u4f5c\u4e1a\u5224\u65ad<\/p>\n
\u901a\u8fc7YOLOV8\u76ee\u6807\u68c0\u6d4b\u540e\u53ef\u4ee5\u5f97\u5230\u76ee\u6807\u7684\u57fa\u7840\u4fe1\u606f\u5982\u76ee\u6807\u540d\u79f0\u3001\u4f4d\u7f6e\u7b49\u3002\u622a\u53d6\u524d\u540e\u4e24\u5e27\u7ecf\u8fc7\u68c0\u6d4b\u540e\u5f97\u5230\u7684\u76ee\u6807\u4f4d\u7f6e\u4fe1\u606f\uff0c\u53ef\u4ee5\u505a\u5dee\u5206\u5f97\u51fa\u53d8\u5316\u503c,\u5728\u4e0e\u8bbe\u5b9a\u597d\u7684\u53d8\u5316\u9608\u503c\u8fdb\u884c\u6bd4\u8f83\u5f97\u51fa\u8f66\u8f86\u72b6\u6001\u3002<\/p>\n
<\/p>\n
2.3\u00a0\u533a\u57df\u8bc6\u522b<\/p>\n
\u901a\u8fc7\u76ee\u6807\u68c0\u6d4b\u5f97\u5230\u4f4d\u7f6e\u4fe1\u606f\uff0c\u5bf9\u8f66\u8f86\u662f\u5426\u5728\u68c0\u6d4b\u533a\u57df\u505a\u51fa\u5224\u65ad\u5e76\u8fdb\u884c\u663e\u793a\u3002<\/p>\n
<\/p>\n
\u901a\u8fc7YOLOV8\u76ee\u6807\u68c0\u6d4b\u540e\u53ef\u4ee5\u5f97\u5230\u76ee\u6807\u57fa\u7840\u4fe1\u606f\u5982\u76ee\u6807\u540d\u79f0\u3001\u4f4d\u7f6e\u7b49\u00a0\u3002\u901a\u8fc7\u5bf9\u8f66\u8f86\u72b6\u6001\u548c\u5bf9\u8f66\u8f86\u4f4d\u7f6e\u4e0a\u4e0b\u5de6\u53f3\u5404\u6269\u5927\u4e00\u500d\u4e0e\u7070\u5c18\u4f4d\u7f6e\u8fdb\u884c\u5224\u5b9a\uff0c\u67e5\u770b\u7070\u5c18\u662f\u5426\u5728\u8f66\u8f86\u6269\u5927\u4e00\u500d\u7684\u8303\u56f4\u5185\u3002<\/p>\n
<\/p>\n
2.4\u00a0\u8f66\u8f86\u8ddf\u8e2a\u53ca\u6d4b\u901f<\/p>\n
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2.5\u5806\u6599\u4e09\u7ef4\u5efa\u6a21<\/p>\n
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\u4e94<\/b>\u3001<\/b>\u8f6f\u4ef6\u5e73\u53f0<\/b>\u5e94\u7528\u6848\u4f8b<\/b><\/b><\/h5>\n
1.\u667a\u80fd\u6599\u68da<\/a>\u7cfb\u7edf\u4ecb\u7ecd<\/p>\n\u667a\u80fd\u6599\u68da\u7cfb\u7edf\u662f\u4e00\u4e2a\u9762\u5411\u6599\u68da\u6574\u4f53\u7684\u667a\u80fd\u5316\u7684\u65e0\u7ec4\u7ec7\u6392\u653e\u76d1\u6d4b\u6cbb\u7406\u4e00\u4f53\u5316\u7ba1\u63a7\u7cfb\u7edf\uff0c\u5229\u7528\u7269\u8054\u7f51\u667a\u80fd\u63a7\u5236\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u6599\u68da\u65e0\u7ec4\u7ec7\u6392\u653e\u7ba1\u63a7\uff0c\u8fbe\u5230\u7ba1\u63a7\u3001\u8fc7\u7a0b\u7ba1\u63a7\u3001\u6cbb\u7406\u4e0e\u76d1\u7ba1\u3002<\/p>\n
<\/p>\n
2.\u73af\u5883\u6cbb\u7406<\/p>\n
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<\/p>\n
<\/p>\n
3.\u73af\u5883\u76d1\u6d4b<\/p>\n
\u73af\u5883\u76d1\u6d4b\u6a21\u5757\u652f\u6301\u67e5\u770b\u76d1\u6d4b\u8bbe\u5907\u7684\u5b9e\u65f6\u3001\u5206\u949f\u3001\u5c0f\u65f6\u3001\u65e5\u6570\u636e\u3002<\/p>\n
<\/p>\n
4.\u70b9\u4f4d\u5e03\u5c40<\/p>\n
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5.\u8bbe\u5907\u8fd0\u884c\u7edf\u8ba1<\/p>\n
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<\/p>\n
6.\u8bbe\u5907\u6545\u969c\u7edf\u8ba1<\/p>\n
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7.\u8054\u52a8\u8bb0\u5f55<\/p>\n
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