{"id":104772,"date":"2026-09-13T08:17:16","date_gmt":"2026-09-13T00:17:16","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/104772.html"},"modified":"2026-09-13T08:17:16","modified_gmt":"2026-09-13T00:17:16","slug":"%e5%9f%ba%e4%ba%8eai%e8%a7%86%e8%a7%89%e8%af%86%e5%88%ab%e7%9a%84%e5%a4%a9%e8%bd%a6%e6%99%ba%e8%83%bd%e7%9b%91%e6%b5%8b%e6%9c%8d%e5%8a%a1%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/104772.html","title":{"rendered":"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf"},"content":{"rendered":"

\u5728\u51b6\u91d1\u3001\u9020\u8239\u3001\u91cd\u578b\u673a\u68b0\u548c\u65b0\u80fd\u6e90\u88c5\u5907\u5236\u9020\u7b49\u652f\u67f1\u4ea7\u4e1a\u4e2d，\u5929\u8f66（\u6865\u5f0f\u8d77\u91cd\u673a）\u662f\u8f66\u95f4\u7269\u6d41\u7684\u6838\u5fc3\u67a2\u7ebd\u3002\u7136\u800c，\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u7684"\u4eba\u673a\u6df7\u884c"\u4e00\u76f4\u662f\u5de5\u4e1a\u5b89\u5168\u7684\u5fc3\u8179\u5927\u60a3\u2014\u2014\u636e\u300a2026\u5e74\u4e2d\u56fd\u5de5\u4e1a\u5b89\u5168\u751f\u4ea7\u767d\u76ae\u4e66\u300b\u7edf\u8ba1，\u884c\u8f66（\u5929\u8f66）\u4f5c\u4e1a\u533a\u57df\u56e0\u4eba\u5458\u4e0e\u8bbe\u5907\u6df7\u884c\u5bfc\u81f4\u7684\u78b0\u649e\u4e8b\u6545\u5360\u6bd4\u9ad8\u8fbe42%\u3002\u4f20\u7edf\u7684"\u7535\u5b50\u56f4\u680f+\u4eba\u5de5\u5de1\u68c0"\u76d1\u63a7\u6a21\u5f0f\u5b58\u5728\u4e09\u5927\u75db\u70b9：\u54cd\u5e94\u6ede\u540e（\u5e73\u5747\u5904\u7f6e\u8017\u65f62-4\u5206\u949f）\u3001\u590d\u6742\u73af\u5883\u6f0f\u68c0（\u7c89\u5c18\/\u5f3a\u5149\/\u906e\u6321\u5bfc\u81f4\u76ee\u6807\u4e22\u5931）\u3001\u8bef\u62a5\u7387\u9ad8（\u5c06\u8bbe\u5907\u9634\u5f71\u8bef\u5224\u4e3a\u4eba\u5458）\u3002<\/p>\n

\n

\"\"<\/p>\n

\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf，\u6b63\u662f\u4e3a\u89e3\u51b3\u8fd9\u4e00\u96be\u9898\u800c\u751f\u3002\u7cfb\u7edf\u5229\u7528\u5de5\u4e1a\u9ad8\u6e05\u6444\u50cf\u5355\u5143\u3001\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143\u548c\u4f18\u5316\u7684\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5，\u91c7\u7528\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72\u67b6\u6784，\u5b9e\u73b0\u5929\u8f66\u4e0b\u65b9\u4f5c\u4e1a\u533a\u57df\u8fdd\u89c4\u884c\u4e3a\u7684\u81ea\u52a8\u8bc6\u522b\u4e0e\u5b9e\u65f6\u9884\u8b66\u2014\u2014\u672a\u4f69\u6234\u5b89\u5168\u5e3d\u3001\u4eba\u5458\u95ef\u5165\u540a\u88c5\u7981\u533a\u3001\u540a\u7269\u4e0b\u65b9\u7ad9\u4eba\u3001\u6b6a\u62c9\u659c\u540a\u3001\u53f8\u673a\u79bb\u5c97\u7761\u5c97\u7b49\u8fdd\u89c4\u884c\u4e3a，\u5168\u90e8\u7531AI\u5728\u8fb9\u7f18\u7aef\u5b9e\u65f6\u8bc6\u522b\u3001\u5206\u7ea7\u9884\u8b66\u3001\u8054\u52a8\u5904\u7f6e，\u8ba9\u5b89\u5168\u7ba1\u7406\u4ece"\u4e8b\u540e\u8ffd\u8d23"\u8d70\u5411"\u4e8b\u524d\u9884\u8b66\u3001\u4e8b\u4e2d\u5236\u6b62"\u3002\u7cfb\u7edf\u91c7\u7528\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72，\u89c6\u9891\u6570\u636e\u4e0d\u51fa\u5382\u533a，\u6ee1\u8db3\u5de5\u4e1a\u4fe1\u521b\u8981\u6c42，\u9002\u914d\u94a2\u5382\u9ad8\u6e29\u9ad8\u5c18\u7b49\u6076\u52a3\u5de5\u51b5\u3002<\/p>\n

\u672c\u6587\u5c06\u4ece\u884c\u4e1a\u75db\u70b9\u3001\u7cfb\u7edf\u67b6\u6784\u3001\u6838\u5fc3\u786c\u4ef6\u3001\u7b97\u6cd5\u8bbe\u8ba1\u3001\u8fdd\u89c4\u8bc6\u522b\u77e9\u9635\u3001\u9884\u8b66\u8054\u52a8\u3001\u90e8\u7f72\u5b9e\u6218\u3001\u5b9e\u6d4b\u6548\u679c\u3001\u6311\u6218\u8d8b\u52bf\u7b49\u7ef4\u5ea6，\u7cfb\u7edf\u62c6\u89e3\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u7684\u6280\u672f\u5b9e\u73b0\u4e0e\u843d\u5730\u5b9e\u8df5，\u4e3a\u5de5\u5382\u5b89\u5168\u7ba1\u7406\u90e8\u95e8\u3001\u8d77\u91cd\u8bbe\u5907\u670d\u52a1\u5546\u548cAI\u5de5\u7a0b\u56e2\u961f\u63d0\u4f9b\u5b8c\u6574\u53c2\u8003\u3002<\/p>\n

\u4e00\u3001\u4e3a\u4ec0\u4e48\u5929\u8f66\u9700\u8981AI\u89c6\u89c9\u76d1\u6d4b：\u4ece\u88ab\u52a8\u9694\u79bb\u5230\u4e3b\u52a8\u667a\u9632<\/p>\n

\u5929\u8f66\u540a\u8fd0\u4f5c\u4e1a\u4e2d\u7684\u4eba\u5458\u5b89\u5168\u662f\u8f66\u95f4\u5b89\u5168\u7ba1\u7406\u7684\u7b2c\u4e00\u8981\u52a1\u3002\u4f20\u7edf\u5b89\u5168\u65b9\u6848\u2014\u2014\u7269\u7406\u56f4\u680f\u3001\u5b89\u5168\u95e8\u9501\u548c\u4eba\u5de5\u76d1\u62a4\u2014\u2014\u4f9d\u8d56\u88ab\u52a8\u9694\u79bb\u548c\u4eba\u7684\u6ce8\u610f\u529b，\u5728\u52a8\u6001\u590d\u6742\u7684\u540a\u8fd0\u73af\u5883\u4e2d\u5b58\u5728\u663e\u8457\u9632\u62a4\u76f2\u533a：\u56f4\u680f\u62e6\u622a\u4e0d\u4e86"\u56fe\u7701\u4e8b\u7ffb\u8d8a"\u7684\u4eba，\u76d1\u63a7\u5f55\u50cf\u53ea\u80fd\u4e8b\u540e\u8ffd\u8d23，\u4eba\u5de5\u5de1\u68c0\u5b58\u5728\u5468\u671f\u76f2\u533a，\u5730\u9762\u6307\u6325\u4e0e\u53f8\u673a\u4e4b\u95f4\u7684\u8bed\u97f3\u6c9f\u901a\u5728\u9ad8\u566a\u97f3\u8f66\u95f4\u6781\u6613\u5931\u771f\u3002<\/p>\n\n\n\n\n\n\n\n\n
\n

\u7ef4\u5ea6<\/p>\n<\/td>\n

\n

\u4f20\u7edf\u76d1\u63a7\u6a21\u5f0f<\/p>\n<\/td>\n

\n

AI\u89c6\u89c9\u667a\u80fd\u76d1\u6d4b<\/p>\n<\/td>\n<\/tr>\n

\n

\u54cd\u5e94\u673a\u5236<\/p>\n<\/td>\n

\n

\u4e8b\u540e\u8c03\u53d6\u5f55\u50cf，\u5e73\u5747\u5904\u7f6e\u8017\u65f62-4\u5206\u949f<\/p>\n<\/td>\n

\n

\u5b9e\u65f6\u8bc6\u522b，\u7aef\u5230\u7aef\u54cd\u5e94\u4f4e\u4e8e0.5\u79d2，\u8fdd\u89c4\u5373\u523b\u5e72\u9884<\/p>\n<\/td>\n<\/tr>\n

\n

\u9632\u62a4\u65b9\u5f0f<\/p>\n<\/td>\n

\n

\u7269\u7406\u56f4\u680f+\u7535\u5b50\u56f4\u680f\u88ab\u52a8\u9694\u79bb<\/p>\n<\/td>\n

\n

AI\u7535\u5b50\u56f4\u680f\u4e3b\u52a8\u4fa6\u6d4b，\u58f0\u5149\u62a5\u8b66+PLC\u8054\u52a8\u5236\u52a8<\/p>\n<\/td>\n<\/tr>\n

\n

\u8986\u76d6\u80fd\u529b<\/p>\n<\/td>\n

\n

\u56fa\u5b9a\u70b9\u4f4d+\u4eba\u5de5\u5de1\u68c0，\u5b58\u5728\u5468\u671f\u76f2\u533a<\/p>\n<\/td>\n

\n

\u591a\u8def\u76f8\u673a360\u5ea6\u8986\u76d6，7×24\u5c0f\u65f6\u4e0d\u95f4\u65ad\u76d1\u6d4b<\/p>\n<\/td>\n<\/tr>\n

\n

\u73af\u5883\u9002\u5e94<\/p>\n<\/td>\n

\n

\u7c89\u5c18\/\u5f3a\u5149\/\u906e\u6321\u73af\u5883\u4e0b\u76ee\u6807\u6613\u4e22\u5931<\/p>\n<\/td>\n

\n

\u7ea2\u5916\u8865\u5149+\u504f\u632f\u6ee4\u955c+\u7b97\u6cd5\u4f18\u5316，\u6076\u52a3\u73af\u5883\u4fdd\u6301\u9ad8\u8bc6\u522b\u7387<\/p>\n<\/td>\n<\/tr>\n

\n

\u7ba1\u7406\u95ed\u73af<\/p>\n<\/td>\n

\n

\u4f9d\u8d56\u4eba\u5de5\u6838\u5bf9，\u53d6\u8bc1\u56f0\u96be<\/p>\n<\/td>\n

\n

\u81ea\u52a8\u6293\u62cd+\u8f68\u8ff9\u56de\u653e+\u8fdd\u89c4\u8bb0\u5f55，\u5b89\u5168\u7ba1\u7406\u6709\u636e\u53ef\u4f9d<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4ece\u6cd5\u89c4\u5c42\u9762\u770b，GB\/T 28264-2017\u300a\u8d77\u91cd\u673a\u68b0\u5b89\u5168\u76d1\u63a7\u7ba1\u7406\u7cfb\u7edf\u300b\u660e\u786e\u8981\u6c42\u5929\u8f66\u5177\u5907\u5bf9\u540a\u8fd0\u533a\u57df\u5371\u9669\u72b6\u6001\u7684\u4e3b\u52a8\u68c0\u6d4b\u4e0e\u54cd\u5e94\u80fd\u529b；GB 4387-2008\u300a\u5de5\u4e1a\u4f01\u4e1a\u5382\u5185\u94c1\u8def\u3001\u9053\u8def\u8fd0\u8f93\u5b89\u5168\u89c4\u7a0b\u300b\u5bf9"\u4e3b\u52a8\u9884\u8b66\u3001\u5373\u65f6\u5236\u52a8"\u63d0\u51fa\u4e86\u5f3a\u5236\u8981\u6c42\u3002\u5728\u5b89\u5168\u5408\u89c4\u65e5\u76ca\u4e25\u683c\u3001\u4eba\u529b\u6210\u672c\u6301\u7eed\u4e0a\u5347\u7684\u4ea7\u4e1a\u73af\u5883\u4e0b，\u7528AI\u89c6\u89c9\u66ff\u4ee3\u4eba\u5de5\u76ef\u9632\u5df2\u7ecf\u6210\u4e3a\u5929\u8f66\u667a\u80fd\u5316\u6539\u9020\u7684\u5fc5\u9009\u9879\u3002<\/p>\n

\u4e8c\u3001\u7cfb\u7edf\u603b\u4f53\u67b6\u6784：\u611f\u77e5-\u8fb9\u7f18-\u5e73\u53f0\u4e09\u4f4d\u4e00\u4f53<\/p>\n

\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf\u91c7\u7528"\u611f\u77e5\u5c42\u2014\u8fb9\u7f18\u8ba1\u7b97\u5c42\u2014\u5e73\u53f0\u5e94\u7528\u5c42"\u4e09\u4f4d\u4e00\u4f53\u7684\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72\u67b6\u6784，\u89c6\u9891\u6d41\u5728\u5382\u533a\u5185\u95ed\u73af\u5904\u7406，\u6570\u636e\u4e0d\u51fa\u5382，\u7b26\u5408\u5de5\u4e1a\u4fe1\u521b\u4e0e\u6570\u636e\u5b89\u5168\u8981\u6c42\u3002<\/p>\n

\n

\"\"<\/p>\n

\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u4e09\u4f4d\u4e00\u4f53\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72\u67b6\u6784\u56fe：<\/span>\u2460<\/span>\u611f\u77e5\u5c42（\u8f68\u9053\u5de1\u68c0\u76f8\u673a<\/span>\/<\/span>\u7aef\u6881\u76f8\u673a<\/span>\/<\/span>\u5c0f\u8f66\u4e0b\u90e8\u76f8\u673a<\/span>\/<\/span>\u9a7e\u9a76\u5ba4\u76f2\u533a\u76f8\u673a）<\/span>\u2192\u2461<\/span>\u8fb9\u7f18\u8ba1\u7b97\u5c42（\u534e\u4e3a<\/span>Atlas\/RK3588J<\/span>\u56fd\u4ea7\u5316<\/span>AI<\/span>\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143，<\/span>YOLO<\/span>\u76ee\u6807\u68c0\u6d4b<\/span>+<\/span>\u884c\u4e3a\u8bc6\u522b\u7b97\u6cd5\u672c\u5730\u63a8\u7406）<\/span>\u2192\u2462<\/span>\u5e73\u53f0\u5e94\u7528\u5c42（\u76d1\u63a7\u5927\u5c4f<\/span>\/<\/span>\u544a\u8b66\u7ba1\u7406<\/span>\/<\/span>\u8fdd\u89c4\u8bb0\u5f55\u56de\u6eaf<\/span>\/PLC<\/span>\u8054\u52a8\u63a7\u5236）<\/span><\/p>\n\n\n\n\n\n\n
\n

\u5c42\u7ea7<\/p>\n<\/td>\n

\n

\u6838\u5fc3\u7ec4\u4ef6<\/p>\n<\/td>\n

\n

\u804c\u8d23<\/p>\n<\/td>\n

\n

\u5173\u952e\u6280\u672f<\/p>\n<\/td>\n<\/tr>\n

\n

\u611f\u77e5\u5c42<\/p>\n<\/td>\n

\n

\u5de5\u4e1a\u9ad8\u6e05\u6444\u50cf\u5355\u5143（\u8f68\u9053\u6cbf\u7ebf\u7acb\u6746\u76f8\u673a\u3001\u7aef\u6881\u76f8\u673a\u3001\u5c0f\u8f66\u4e0b\u90e8\u76f8\u673a\u3001\u9a7e\u9a76\u5ba4\u76f2\u533a\u76f8\u673a）<\/p>\n<\/td>\n

\n

7×24\u5c0f\u65f6\u91c7\u96c6\u5929\u8f66\u4e0b\u65b9\u4f5c\u4e1a\u533a\u57df\u9ad8\u6e05\u56fe\u50cf，\u591a\u89c6\u89d2\u5197\u4f59\u8986\u76d6\u6d88\u9664\u906e\u6321\u76f2\u533a<\/p>\n<\/td>\n

\n

\u5168\u5c40\u5feb\u95e8CMOS\u3001800\u4e07\u50cf\u7d20\u30010.0005Lux\u8d85\u4f4e\u7167\u5ea6\u3001IP67\u9632\u62a4\u3001\u7ea2\u5916\u8865\u5149\u3001\u504f\u632f\u6ee4\u955c<\/p>\n<\/td>\n<\/tr>\n

\n

\u8fb9\u7f18\u8ba1\u7b97\u5c42<\/p>\n<\/td>\n

\n

\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143（\u534e\u4e3aAtlas\/RK3588J\u7b49）<\/p>\n<\/td>\n

\n

\u5b9e\u65f6\u89e3\u7801\u591a\u8def\u89c6\u9891\u6d41，\u672c\u5730\u5b8c\u6210\u76ee\u6807\u68c0\u6d4b\u3001\u884c\u4e3a\u8bc6\u522b\u4e0e\u8fdd\u89c4\u5224\u5b9a，\u8f93\u51fa\u62a5\u8b66\u4e0e\u8054\u52a8\u4fe1\u53f7<\/p>\n<\/td>\n

\n

YOLO\u76ee\u6807\u68c0\u6d4b+\u884c\u4e3a\u8bc6\u522b\u7b97\u6cd5\u3001INT8\u91cf\u5316\u3001\u591a\u8def\u5e76\u53d1\u63a8\u7406\u3001IP65\u9632\u5c18\u6563\u70ed<\/p>\n<\/td>\n<\/tr>\n

\n

\u5e73\u53f0\u5e94\u7528\u5c42<\/p>\n<\/td>\n

\n

\u76d1\u63a7\u5927\u5c4f\u3001\u544a\u8b66\u7ba1\u7406\u5e73\u53f0\u3001PLC\u8054\u52a8\u63a7\u5236\u3001\u8bc1\u636e\u7559\u5b58\u7cfb\u7edf<\/p>\n<\/td>\n

\n

\u544a\u8b66\u5c55\u793a\u3001\u8fdd\u89c4\u8bb0\u5f55\u56de\u6eaf\u3001\u8fdc\u7a0b\u7ba1\u63a7\u3001\u4e0e\u5929\u8f66\u63a7\u5236\u7cfb\u7edf\u8054\u52a8\u5236\u52a8<\/p>\n<\/td>\n

\n

Web\u53ef\u89c6\u5316\u5e73\u53f0\u3001\u5e72\u63a5\u70b9\u4fe1\u53f7\u8054\u52a8\u3001ONVIF\u534f\u8bae\u63a5\u5165\u30014G\/\u4ee5\u592a\u7f51\u53cc\u6a21\u4f20\u8f93<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u8fd9\u5957\u67b6\u6784\u7684\u8bbe\u8ba1\u7cbe\u9ad3\u5728\u4e8e"\u672c\u5730\u95ed\u73af"：\u611f\u77e5\u5c42\u7684\u56fe\u50cf\u5728\u8fb9\u7f18\u8ba1\u7b97\u5c42\u5373\u5b8c\u6210\u5168\u90e8AI\u63a8\u7406，\u65e0\u9700\u4e0a\u4f20\u4e91\u7aef\u2014\u2014\u65e2\u4fdd\u8bc1\u4e86\u6beb\u79d2\u7ea7\u5b9e\u65f6\u54cd\u5e94（\u4e0d\u4f9d\u8d56\u5916\u7f51），\u53c8\u5b88\u4f4f\u4e86\u89c6\u9891\u6570\u636e\u4e0d\u51fa\u5382\u533a\u7684\u5b89\u5168\u5e95\u7ebf\u3002\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143\u540c\u65f6\u627f\u62c5\u7b97\u529b\u4e2d\u5fc3\u89d2\u8272，\u5355\u8282\u70b9\u5373\u53ef\u5e76\u53d1\u5904\u7406\u591a\u8def1080P\u89c6\u9891\u6d41，\u9002\u914d\u94a2\u5382\u9ad8\u6e29\u9ad8\u5c18\u73af\u5883\u3002<\/p>\n

\u4e09\u3001\u6838\u5fc3\u786c\u4ef6：\u5de5\u4e1a\u9ad8\u6e05\u6444\u50cf\u5355\u5143+\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143<\/p>\n

3.1\u00a0\u5de5\u4e1a\u9ad8\u6e05\u6444\u50cf\u5355\u5143：\u591a\u89c6\u89d2\u5197\u4f59\u5e03\u9632<\/p>\n

\u6444\u50cf\u5355\u5143\u662f\u7cfb\u7edf\u7684"\u773c\u775b"\u3002\u9488\u5bf9\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u5927\u8de8\u5ea6\u3001\u9ad8\u52a8\u6001\u3001\u5f3a\u5e72\u6270\u7684\u7279\u70b9，\u7cfb\u7edf\u91c7\u7528\u591a\u89c6\u89d2\u534f\u540c\u5e03\u9632\u7b56\u7565：\u8f68\u9053\u6cbf\u7ebf\u7acb\u6746\u5b89\u88c5（\u9ad8\u5ea66-8\u7c73\u3001\u4fef\u89d230\u5ea6）\u8986\u76d6\u8f68\u9053\u4e24\u4fa7\u8b66\u6212\u533a\u5e76\u652f\u6301ROI\u52a8\u6001\u805a\u7126；\u7aef\u6881\u4e24\u4fa7\u548c\u5c0f\u8f66\u4e0b\u90e8\u5404\u90e8\u7f72\u76f8\u673a，\u4e09\u8def\u5197\u4f59\u8986\u76d6\u540a\u8fd0\u533a\u57df，\u786e\u4fdd\u6bcf\u540d\u5730\u9762\u4eba\u5458\u81f3\u5c11\u88ab\u4e24\u53f0\u76f8\u673a\u540c\u65f6\u8986\u76d6，\u6d88\u9664\u5355\u89c6\u89d2\u906e\u6321\u5bfc\u81f4\u7684\u6f0f\u68c0\u98ce\u9669；\u9a7e\u9a76\u5ba4\u89c6\u89d2\u76f2\u533a\u53e6\u8bbe\u5e7f\u89d2\u8865\u76f2\u76f8\u673a\u3002\u76f8\u673a\u9009\u7528\u5168\u5c40\u5feb\u95e8CMOS\u4f20\u611f\u5668（\u6700\u9ad8200fps）\u3001800\u4e07\u50cf\u7d20\u30010.0005Lux\u8d85\u4f4e\u7167\u5ea6\u3001IP67\u9632\u62a4\u7b49\u7ea7，\u914d\u5408LED\u9891\u95ea\u8865\u5149（\u8109\u51b2\u5bbd\u5ea6\u53ef\u8c03\u81f3\u5fae\u79d2\u7ea7）\u6d88\u9664\u8fd0\u52a8\u6a21\u7cca，\u5728\u7c89\u5c18\/\u5f3a\u5149\u533a\u57df\u52a0\u88c5\u504f\u632f\u6ee4\u955c+850nm\u7ea2\u5916\u8865\u5149（\u9690\u853d\u4e0d\u5e72\u6270\u4f5c\u4e1a）\u3002<\/p>\n

3.2\u00a0\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143：\u672c\u5730\u7b97\u529b\u4e2d\u5fc3<\/p>\n

\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143\u662f\u7cfb\u7edf\u7684"\u5927\u8111"\u3002\u4ee5\u534e\u4e3aAtlas 200I A2（\u7b97\u529b22TOPS INT8\u7cbe\u5ea6）\u4e3a\u4f8b，\u90e8\u7f72MindSpore Lite\u6846\u67b6，\u5355\u5361\u53ef\u5e76\u53d1\u5904\u740616\u8def1080P\u89c6\u9891\u6d41；\u5185\u7f6e\u9632\u5c18\u6563\u70ed\u6a21\u5757（IP65\u9632\u62a4），\u9002\u914d\u94a2\u5382\u9ad8\u6e29\u9ad8\u5c18\u73af\u5883\u3002\u56fd\u4ea7\u5316\u65b9\u6848\u540c\u6837\u652f\u6301RK3588J\u5de5\u4e1a\u7ea7\u8fb9\u7f18\u8ba1\u7b97\u76d2（58TOPS\u7b97\u529b\u3001\u5bbd\u6e29-40~85\u5ea6）\u3001\u6607\u817e310\u82af\u7247\u4e0e\u7edf\u4fe1UOS\u64cd\u4f5c\u7cfb\u7edf\u7684\u6df1\u5ea6\u9002\u914d，\u5168\u9762\u6ee1\u8db3\u5de5\u4e1a\u4fe1\u521b\u8981\u6c42\u3002\u7b97\u6cd5\u7ecf\u901a\u9053\u526a\u679d+\u91cf\u5316（FP32\u2192INT8）\u540e\u6a21\u578b\u4f53\u79ef\u53ef\u4ece156MB\u538b\u7f29\u81f332MB，\u5355\u5361\u5e76\u53d1\u5904\u7406\u80fd\u529b\u63d0\u5347\u81f320\u8def\u3002<\/p>\n\n\n\n\n\n\n\n
\n

\u786c\u4ef6\u5355\u5143<\/p>\n<\/td>\n

\n

\u5173\u952e\u53c2\u6570<\/p>\n<\/td>\n

\n

\u9009\u578b\u8981\u70b9<\/p>\n<\/td>\n

\n

\u9002\u7528\u573a\u666f<\/p>\n<\/td>\n<\/tr>\n

\n

\u5de5\u4e1a\u9ad8\u6e05\u76f8\u673a<\/p>\n<\/td>\n

\n

800\u4e07\u50cf\u7d20\u30011\/1.8\u82f1\u5bf8\u5168\u5c40\u5feb\u95e8CMOS\u30010.0005Lux\u8d85\u4f4e\u7167\u5ea6\u3001IP67<\/p>\n<\/td>\n

\n

\u5168\u5c40\u5feb\u95e8\u6d88\u9664\u8fd0\u52a8\u6a21\u7cca，\u7ea2\u5916\u8865\u5149+\u504f\u632f\u6ee4\u955c\u5e94\u5bf9\u7c89\u5c18\u5f3a\u5149<\/p>\n<\/td>\n

\n

\u8f68\u9053\u6cbf\u7ebf\/\u7aef\u6881\/\u5c0f\u8f66\u4e0b\u90e8\/\u9a7e\u9a76\u5ba4\u76f2\u533a<\/p>\n<\/td>\n<\/tr>\n

\n

\u534e\u4e3aAtlas 200I A2<\/p>\n<\/td>\n

\n

22TOPS（INT8）\u300116\u8def1080P\u5e76\u53d1\u3001IP65\u9632\u5c18\u6563\u70ed<\/p>\n<\/td>\n

\n

MindSpore Lite\u6846\u67b6，\u5355\u8282\u70b9\u8986\u76d6\u6574\u53f0\u5929\u8f66\u591a\u8def\u76f8\u673a<\/p>\n<\/td>\n

\n

\u94a2\u5382\u9ad8\u6e29\u9ad8\u5c18\u73af\u5883\u7684\u6807\u51c6\u9009\u578b<\/p>\n<\/td>\n<\/tr>\n

\n

RK3588J\u8fb9\u7f18\u76d2<\/p>\n<\/td>\n

\n

58TOPS\u7b97\u529b\u3001\u5bbd\u6e29-40~85\u5ea6\u3001Android\/Debian\/Ubuntu<\/p>\n<\/td>\n

\n

\u56fd\u4ea7\u5316\u901a\u7528\u7b97\u529b，\u517c\u5bb9YOLO\u7b97\u6cd5\u751f\u6001<\/p>\n<\/td>\n

\n

\u5bf9\u7b97\u529b\u5197\u4f59\u8981\u6c42\u66f4\u9ad8\u7684\u591a\u5929\u8f66\u573a\u666f<\/p>\n<\/td>\n<\/tr>\n

\n

\u8054\u52a8\u63a7\u5236\u5355\u5143<\/p>\n<\/td>\n

\n

\u5e72\u63a5\u70b9\u4fe1\u53f7（24V DC\/5A）\u3001POE\u97f3\u7bb1（15m\u62fe\u97f3）<\/p>\n<\/td>\n

\n

\u8f93\u51fa\u5f00\u5173\u91cf\u8054\u52a8PLC\u7d27\u6025\u5236\u52a8，\u5b9a\u5411\u8bed\u97f3\u9a71\u79bb<\/p>\n<\/td>\n

\n

\u4e0e\u5929\u8f66\u7535\u63a7\u56de\u8def\u65e0\u7f1d\u5bf9\u63a5<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u56db\u3001\u7b97\u6cd5\u8bbe\u8ba1：\u4ece\u9759\u6001\u68c0\u6d4b\u5230\u884c\u4e3a\u7406\u89e3\u7684\u8fdb\u5316<\/p>\n

4.1\u00a0\u57fa\u7840：YOLO\u7cfb\u5217\u4f18\u5316\u76ee\u6807\u68c0\u6d4b<\/p>\n

\u7cfb\u7edf\u4ee5YOLO\u7cfb\u5217\u76ee\u6807\u68c0\u6d4b\u6846\u67b6\u4e3a\u611f\u77e5\u5e95\u5ea7，\u9488\u5bf9\u5929\u8f66\u4f5c\u4e1a\u573a\u666f\u505a\u6df1\u5ea6\u4f18\u5316\u3002\u4ee5YOLOv8s\u4e3a\u4f8b：\u5728\u6b63\u5e38\u5149\u7167（500Lux）\u6761\u4ef6\u4e0b，person\u68c0\u6d4bmAP\u226595%；\u4f4e\u5149\u7167（50Lux\u7ea2\u5916\u8865\u5149）\u6761\u4ef6\u4e0bmAP\u226590%；\u5355\u5e27\u63a8\u7406\u5ef6\u8fdf\u5c0f\u4e8e15ms（TensorRT FP16\u4f18\u5316），\u7aef\u5230\u7aef\u54cd\u5e94\u65f6\u95f4\u4f4e\u4e8e100ms\u3002\u9488\u5bf9\u540a\u8fd0\u533a\u57df\u4eba\u5458\u906e\u6321\u3001\u91cd\u53e0\u3001\u8fdc\u8ddd\u79bb\u5c0f\u76ee\u6807\u7b49\u96be\u9898，\u7cfb\u7edf\u5f15\u5165\u7279\u5f81\u91d1\u5b57\u5854\u7f51\u7edc（FPN）\u589e\u5f3a\u5c0f\u76ee\u6807\u68c0\u6d4b\u2014\u2014\u5b9e\u6d4b50\u7c73\u5916\u4eba\u5458（\u50cf\u7d20\u5c0f\u4e8e32\u00d732）\u68c0\u51fa\u7387\u4ece58%\u63d0\u5347\u81f385%；\u5f15\u5165DeepSORT\u591a\u76ee\u6807\u8ddf\u8e2a\u7b97\u6cd5（\u5916\u89c2\u7279\u5f81+\u8fd0\u52a8\u6a21\u578b），5\u4eba\u91cd\u53e0\u573a\u666f\u95ef\u5165\u76ee\u6807\u8ffd\u8e2a\u51c6\u786e\u7387\u8fbe91%\u3002<\/p>\n

4.2\u00a0\u8fdb\u9636：LSTM-Transformer\u65f6\u7a7a\u878d\u5408\u7684\u884c\u4e3a\u8bc6\u522b<\/p>\n

\u9759\u6001\u76ee\u6807\u68c0\u6d4b\u53ea\u80fd\u56de\u7b54"\u8fd9\u91cc\u6709\u4eba"，\u65e0\u6cd5\u56de\u7b54"\u8fd9\u4e2a\u4eba\u6b63\u5728\u63a5\u8fd1\u5371\u9669\u533a"\u2014\u2014\u800c\u540e\u8005\u624d\u662f\u8fdd\u89c4\u5224\u5b9a\u7684\u5173\u952e\u3002\u7cfb\u7edf\u5728YOLO\u68c0\u6d4b\u57fa\u7840\u4e0a\u5f15\u5165\u53cc\u5206\u652f\u65f6\u7a7a\u878d\u5408\u7f51\u7edc：LSTM\u5206\u652f\u5bf98\u5e27（0.4\u79d2）\u65f6\u5e8f\u7a97\u53e3\u5185\u7684\u4eba\u5458\u5750\u6807\u8f68\u8ff9\u5efa\u6a21（\u8f93\u5165x\/y\u5750\u6807+\u901f\u5ea6\u65b9\u5411），\u5224\u65ad\u4eba\u5458\u662f\u5426\u6cbf\u95ef\u5165\u65b9\u5411\u79fb\u52a8；Transformer\u5206\u652f\u901a\u8fc7\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\u805a\u7126\u8b66\u6212\u533a\u8fb9\u754c\u7279\u5f81\u3002\u53cc\u7279\u5f81\u878d\u5408\u540e\u5224\u5b9a\u95ef\u5165\u98ce\u9669\u2014\u2014\u4eba\u5458bounding box\u4e0e\u9884\u8bbe\u8b66\u6212\u533a\u76f8\u4ea4\u3001\u79fb\u52a8\u65b9\u5411\u5411\u91cf\u6307\u5411\u8b66\u6212\u533a\u5185\u90e8\u3001\u901f\u5ea6\u8d85\u8fc70.5m\/s（\u4e3b\u52a8\u95ef\u5165\u9608\u503c）\u4e09\u91cd\u6761\u4ef6\u540c\u65f6\u6ee1\u8db3\u624d\u89e6\u53d1\u544a\u8b66\u3002\u8be5\u67b6\u6784\u4f7f\u4eba\u5458\u95ef\u5165\u8bc6\u522b\u7cbe\u5ea6\u8fbe96.8%（\u5b9e\u9a8c\u5ba4\u6570\u636e）\/93.5%（\u94a2\u5382\u5b9e\u6d4b），\u540c\u65f6\u652f\u6301"\u659c\u7a7f\u8f68\u9053\u9884\u8b66"\u7b49\u52a8\u6001\u98ce\u9669\u8bc6\u522b，\u5f25\u8865\u4e86\u9759\u6001\u68c0\u6d4b\u5bf9"\u4eba\u5458\u6cbf\u5371\u9669\u8def\u5f84\u79fb\u52a8""\u77ed\u65f6\u95ef\u5165\u540e\u64a4\u79bb"\u8bc6\u522b\u7387\u4e0d\u8db370%\u7684\u77ed\u677f\u3002<\/p>\n

4.3\u00a0\u8bef\u62a5\u6291\u5236：\u591a\u7279\u5f81\u4ea4\u53c9\u9a8c\u8bc1<\/p>\n

\u5de5\u4e1a\u73b0\u573a\u8bef\u62a5\u662fAI\u5b89\u9632\u843d\u5730\u6700\u5927\u7684\u654c\u4eba\u2014\u2014\u628a\u8bbe\u5907\u9634\u5f71\u5f53\u6210\u4eba\u3001\u628a\u77ed\u6682\u98d8\u8fc7\u5f53\u95ef\u5165，\u4f1a\u8ba9\u7cfb\u7edf"\u72fc\u6765\u4e86"\u5931\u53bb\u4fe1\u4efb\u3002\u7cfb\u7edf\u91c7\u7528\u4e09\u91cd\u8bef\u62a5\u6291\u5236\u7b56\u7565：\u2460\u591a\u7279\u5f81\u4ea4\u53c9\u9a8c\u8bc1，\u95ef\u5165\u5224\u5b9a\u9700\u540c\u65f6\u6ee1\u8db3\u89c6\u89c9\u4f4d\u7f6e+\u8f68\u8ff9\u65b9\u5411+\u901f\u5ea6\u9608\u503c，\u8bef\u62a5\u7387\u4ece4.2%\u964d\u81f31.8%；\u2461\u573a\u666f\u8fc7\u6ee4，\u8fc7\u6ee4\u8bbe\u5907\u9634\u5f71（\u65e0\u6df1\u5ea6\u4fe1\u606f+\u901f\u5ea60m\/s）\u3001\u77ed\u6682\u98d8\u8fc7（\u505c\u7559\u5c0f\u4e8e1\u79d2）\u3001\u6388\u6743\u4eba\u5458（RFID\u6807\u7b7e\u6821\u9a8c，\u5e73\u4e3e\u53cc\u81c2\u59ff\u6001\u6388\u6743\u4e34\u65f6\u653e\u884c）；\u2462\u5728\u7ebf\u589e\u91cf\u5b66\u4e60，\u6bcf\u5468\u66f4\u65b0\u4e00\u6b21\u6a21\u578b，\u9002\u914d\u51ac\u5b63\u539a\u91cd\u8863\u7269\u8f6e\u5ed3\u53d8\u5316\u7b49\u5b63\u8282\u56e0\u7d20\u3002\u540c\u65f6，\u591a\u53f0\u5929\u8f66\u5171\u8f68\u8fd0\u884c\u65f6\u91c7\u7528\u5206\u65f6\u9519\u9891\u8865\u5149\u65b9\u6848，\u4e09\u53f0\u5171\u8f68\u8bef\u89e6\u53d1\u7387\u4f4e\u4e8e0.1\u6b21\/\u5c0f\u65f6\u3002<\/p>\n

4.4\u00a0\u73af\u5883\u9c81\u68d2\u6027：\u7c89\u5c18\u4e0e\u5f3a\u5149\u5bf9\u6297<\/p>\n\n\n\n\n\n\n\n
\n

\u6076\u52a3\u73af\u5883<\/p>\n<\/td>\n

\n

\u4f18\u5316\u624b\u6bb5<\/p>\n<\/td>\n

\n

\u5b9e\u6d4b\u6548\u679c<\/p>\n<\/td>\n<\/tr>\n

\n

\u7c89\u5c18\u73af\u5883<\/p>\n<\/td>\n

\n

\u81ea\u9002\u5e94\u76f4\u65b9\u56fe\u5747\u8861\u5316（CLAHE）+\u504f\u632f\u6210\u50cf+850nm\u7ea2\u5916\u8865\u5149<\/p>\n<\/td>\n

\n

\u7c89\u5c18\u6d53\u5ea650mg\/m\u00b3\u73af\u5883\u4e0b\u8bc6\u522b\u7387\u4ece55%\u63d0\u5347\u81f389%<\/p>\n<\/td>\n<\/tr>\n

\n

\u5f3a\u5149\/\u9006\u5149<\/p>\n<\/td>\n

\n

\u504f\u632f\u6ee4\u955c\u6291\u5236\u7729\u5149，\u5bbd\u52a8\u6001\u8303\u56f4\u6210\u50cf<\/p>\n<\/td>\n

\n

\u5f3a\u5149（\u7167\u5ea6\u5927\u4e8e10^5 Lux）\u4e0b\u8bc6\u522b\u7387\u4ece62%\u63d0\u5347\u81f390%<\/p>\n<\/td>\n<\/tr>\n

\n

\u4f4e\u5149\u7167<\/p>\n<\/td>\n

\n

\u7ea2\u5916\u8865\u5149（50Lux）+\u8d85\u4f4e\u7167\u5ea6CMOS<\/p>\n<\/td>\n

\n

person\u68c0\u6d4bmAP\u226590%<\/p>\n<\/td>\n<\/tr>\n

\n

\u632f\u52a8\u73af\u5883<\/p>\n<\/td>\n

\n

\u5168\u5c40\u5feb\u95e8+\u5fae\u79d2\u7ea7LED\u9891\u95ea，\u6a21\u7cca\u5e27\u81ea\u52a8\u4e22\u5f03\u91cd\u91c7<\/p>\n<\/td>\n

\n

\u6d88\u9664\u5927\u8f66\/\u5c0f\u8f66\u542f\u505c\u4e0e\u540a\u7269\u6446\u52a8\u5bfc\u81f4\u7684\u8fd0\u52a8\u6a21\u7cca<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e94\u3001\u8fdd\u89c4\u884c\u4e3a\u8bc6\u522b\u77e9\u9635：\u8986\u76d6\u5929\u8f66\u4f5c\u4e1a\u5168\u573a\u666f<\/p>\n

\u7cfb\u7edf\u5c06\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u7684\u9ad8\u9891\u8fdd\u89c4\u884c\u4e3a\u5efa\u6a21\u4e3a\u53ef\u8bc6\u522b\u3001\u53ef\u5206\u7ea7\u3001\u53ef\u8ffd\u6eaf\u7684\u667a\u80fd\u76d1\u6d4b\u9879，\u8986\u76d6"\u4eba\u3001\u7269\u3001\u673a\u3001\u884c\u4e3a"\u56db\u4e2a\u7ef4\u5ea6：<\/p>\n\n\n\n\n\n\n\n\n\n\n\n
\n

\u8bc6\u522b\u9879<\/p>\n<\/td>\n

\n

\u8bc6\u522b\u65b9\u5f0f<\/p>\n<\/td>\n

\n

\u9884\u8b66\u7b49\u7ea7<\/p>\n<\/td>\n

\n

\u8054\u52a8\u5904\u7f6e<\/p>\n<\/td>\n<\/tr>\n

\n

\u672a\u4f69\u6234\u5b89\u5168\u5e3d<\/p>\n<\/td>\n

\n

\u5934\u90e8\u533a\u57df\u5b89\u5168\u5e3d\u4f69\u6234\u68c0\u6d4b（\u6700\u9ad8\u4f18\u5148\u7ea7，\u5373\u4f7f\u5df2\u6388\u6743\u4f5c\u4e1a\u4e5f\u9700\u9075\u5b88）<\/p>\n<\/td>\n

\n

\u4e00\u822c\u8fdd\u89c4\/\u9ad8\u5371（\u540a\u88c5\u533a）<\/p>\n<\/td>\n

\n

\u8bed\u97f3\u63d0\u9192，\u9ad8\u5371\u533a\u57df\u53ef\u9009\u89e6\u53d1\u505c\u8f66<\/p>\n<\/td>\n<\/tr>\n

\n

\u4eba\u5458\u95ef\u5165\u540a\u88c5\u7981\u533a<\/p>\n<\/td>\n

\n

\u4eba\u5458\u68c0\u6d4b+\u8b66\u6212\u533a\u591a\u8fb9\u5f62\u5224\u5b9a+\u8f68\u8ff9\u65b9\u5411+\u901f\u5ea6\u9608\u503c<\/p>\n<\/td>\n

\n

\u4e09\u7ea7\u5206\u7ea7（\u9ec4\/\u6a59\/\u7ea2）<\/p>\n<\/td>\n

\n

\u58f0\u5149\u62a5\u8b66\u2192\u8bed\u97f3\u9a71\u79bb\u2192PLC\u7d27\u6025\u5236\u52a8<\/p>\n<\/td>\n<\/tr>\n

\n

\u540a\u7269\u4e0b\u65b9\u7ad9\u4eba<\/p>\n<\/td>\n

\n

\u540a\u94a9\u5b9a\u4f4d+\u540a\u7269\u4e0b\u65b9\u5706\u5f62\u5371\u9669\u533a（\u76f4\u5f844\u7c73）\u4eba\u5458\u68c0\u6d4b<\/p>\n<\/td>\n

\n

\u7ea2\u8272\u5371\u9669<\/p>\n<\/td>\n

\n

\u58f0\u5149\u62a5\u8b66+"\u5f53\u5fc3\u540a\u7269"\u8bed\u97f3\u64ad\u62a5+\u8054\u52a8\u505c\u8f66（\u4fdd\u7559\u540a\u94a9\u5347\u964d）<\/p>\n<\/td>\n<\/tr>\n

\n

\u672a\u7a7f\u53cd\u5149\u8863<\/p>\n<\/td>\n

\n

\u53cd\u5149\u8863\u7a7f\u6234\u8bc6\u522b（\u591c\u95f4\/\u4f4e\u5149\u7167\u589e\u5f3a）<\/p>\n<\/td>\n

\n

\u4e00\u822c\u8fdd\u89c4<\/p>\n<\/td>\n

\n

\u8bed\u97f3\u63d0\u9192+\u8bb0\u5f55<\/p>\n<\/td>\n<\/tr>\n

\n

\u6b6a\u62c9\u659c\u540a\/\u8fdd\u89c4\u64cd\u4f5c<\/p>\n<\/td>\n

\n

\u540a\u94a9\u503e\u89d2\u5206\u6790+\u540a\u7269\u6643\u52a8\u68c0\u6d4b<\/p>\n<\/td>\n

\n

\u9ad8\u5371<\/p>\n<\/td>\n

\n

\u4e3b\u52a8\u544a\u8b66+\u6293\u62cd\u53d6\u8bc1<\/p>\n<\/td>\n<\/tr>\n

\n

\u53f8\u673a\u79bb\u5c97\/\u7761\u5c97<\/p>\n<\/td>\n

\n

\u9a7e\u9a76\u5ba4DMS\u884c\u4e3a\u76d1\u6d4b（\u4eba\u8138+\u59ff\u6001+\u95ed\u773c\u68c0\u6d4b）<\/p>\n<\/td>\n

\n

\u4e00\u822c\u8fdd\u89c4\/\u9ad8\u5371<\/p>\n<\/td>\n

\n

\u8bed\u97f3\u63d0\u9192+\u7ba1\u7406\u4e2d\u5fc3\u5f39\u7a97<\/p>\n<\/td>\n<\/tr>\n

\n

\u7535\u5b50\u56f4\u680f\u8d8a\u754c<\/p>\n<\/td>\n

\n

\u5730\u9762\u956d\u5c04\u6295\u5f71\u8b66\u793a\u5708\/\u5371\u9669\u5708+\u533a\u57df\u5165\u4fb5\u68c0\u6d4b<\/p>\n<\/td>\n

\n

\u5206\u7ea7<\/p>\n<\/td>\n

\n

\u706f\u5149\u95ea\u70c1+\u8bed\u97f3\u64ad\u62a5\u5b89\u5168\u63d0\u9192<\/p>\n<\/td>\n<\/tr>\n

\n

\u8bbe\u5907\u78b0\u649e\u98ce\u9669<\/p>\n<\/td>\n

\n

\u540c\u8de8\u5929\u8f66\/\u56fa\u5b9a\u969c\u788d\u7269\u8ddd\u79bb\u8bc6\u522b+\u78b0\u649e\u65f6\u95f4\u52a8\u6001\u8ba1\u7b97<\/p>\n<\/td>\n

\n

\u5206\u7ea7<\/p>\n<\/td>\n

\n

\u9884\u8b66\u533a\u51cf\u901f\u3001\u5371\u9669\u533a\u81ea\u52a8\u505c\u673a<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u516d\u3001\u9884\u8b66\u8054\u52a8\u4e0e\u95ed\u73af\u7ba1\u7406：\u4ece\u8bc6\u522b\u5230\u5236\u6b62\u7684\u5168\u94fe\u8def<\/p>\n

\u8bc6\u522b\u4e0d\u662f\u76ee\u7684，\u5236\u6b62\u624d\u662f\u3002\u7cfb\u7edf\u6784\u5efa\u4e86"\u8bc6\u522b\u2192\u5206\u7ea7\u2192\u8054\u52a8\u2192\u7559\u5b58"\u7684\u5b8c\u6574\u95ed\u73af，\u4e09\u7ea7\u62a5\u8b66\u7b56\u7565\u662f\u6838\u5fc3\u5b89\u5168\u903b\u8f91：<\/p>\n

\n

\"\"<\/p>\n

\u5929\u8f66\u8fdd\u89c4\u884c\u4e3a\u667a\u80fd\u8bc6\u522b\u9884\u8b66\u95ed\u73af\u6d41\u7a0b\u56fe：\u9ad8\u6e05\u6444\u50cf\u673a\u5b9e\u65f6\u91c7\u96c6\u4f5c\u4e1a\u533a\u89c6\u9891<\/span>\u2192<\/span>\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143<\/span>YOLO<\/span>\u89c6\u9891\u56fe\u50cf\u667a\u80fd\u5206\u6790<\/span>\u2192<\/span>\u8fdd\u89c4\u884c\u4e3a\u5224\u5b9a（\u672a\u6234\u5b89\u5168\u5e3d<\/span>\/<\/span>\u533a\u57df\u95ef\u5165<\/span>\/<\/span>\u540a\u7269\u4e0b\u65b9\u7ad9\u4eba<\/span>\/<\/span>\u8fdd\u89c4\u4f5c\u4e1a）<\/span>\u2192<\/span>\u5206\u7ea7\u9884\u8b66（\u9ad8\u5371\u7ea2\u8272<\/span>\/<\/span>\u4e00\u822c\u8fdd\u7ae0）<\/span>\u2192<\/span>\u8054\u52a8\u5904\u7f6e（\u58f0\u5149\u62a5\u8b66<\/span>+<\/span>\u8bed\u97f3\u63d0\u9192<\/span>+PLC<\/span>\u5236\u52a8）<\/span>\u2192<\/span>\u8bc1\u636e\u7559\u5b58\u4e0e\u8ffd\u6eaf（\u89c6\u9891\u4e0a\u4f20<\/span>+<\/span>\u8bb0\u5f55\u56de\u6eaf）<\/span><\/p>\n\n\n\n\n\n\n
\n

\u9884\u8b66\u7ea7\u522b<\/p>\n<\/td>\n

\n

\u5224\u5b9a\u6761\u4ef6<\/p>\n<\/td>\n

\n

\u5904\u7f6e\u52a8\u4f5c<\/p>\n<\/td>\n

\n

\u5904\u7f6e\u65f6\u6548<\/p>\n<\/td>\n<\/tr>\n

\n

\u9ec4\u8272\u9884\u8b66<\/p>\n<\/td>\n

\n

\u4eba\u5458\u8fdb\u51655~8\u7c73\u9884\u8b66\u533a<\/p>\n<\/td>\n

\n

\u58f0\u5149\u62a5\u8b66+\u5929\u8f66\u51cf\u901f<\/p>\n<\/td>\n

\n

\u79d2\u7ea7<\/p>\n<\/td>\n<\/tr>\n

\n

\u6a59\u8272\u8b66\u6212<\/p>\n<\/td>\n

\n

\u4eba\u5458\u8fdb\u51653~5\u7c73\u8b66\u6212\u533a<\/p>\n<\/td>\n

\n

\u7d27\u6025\u51cf\u901f+\u8bed\u97f3\u9a71\u79bb（"\u5371\u9669！\u884c\u8f66\u4f5c\u4e1a\u533a\u7981\u6b62\u95ef\u5165"）<\/p>\n<\/td>\n

\n

0.5\u79d2\u7ea7<\/p>\n<\/td>\n<\/tr>\n

\n

\u7ea2\u8272\u5371\u9669<\/p>\n<\/td>\n

\n

\u4eba\u5458\u8fdb\u51653\u7c73\u5185\u5371\u9669\u533a\/\u540a\u7269\u4e0b\u65b9\u7ad9\u4eba<\/p>\n<\/td>\n

\n

STO（Safe Torque Off）\u7d27\u6025\u505c\u8f66，\u5927\u8f66\/\u5c0f\u8f66\u505c\u6b62\u8fd0\u884c，\u4fdd\u7559\u540a\u94a9\u5347\u964d\u8f85\u52a9\u4f5c\u4e1a<\/p>\n<\/td>\n

\n

\u6beb\u79d2\u7ea7\u89e6\u53d1<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u8054\u52a8\u63a7\u5236\u94fe\u8def：\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143\u8f93\u51fa\u5e72\u63a5\u70b9\u4fe1\u53f7（24V DC\/5A）\u76f4\u63a5\u8054\u52a8\u5929\u8f66PLC\u63a7\u5236\u5668\u89e6\u53d1\u7d27\u6025\u5236\u52a8；POE\u97f3\u7bb1（\u62fe\u97f3\u8303\u56f415\u7c73）\u64ad\u653e\u5b9a\u5411\u8bed\u97f3\u9a71\u79bb；\u6293\u62cd\u8fdd\u89c4\u77ac\u95f4\u56fe\u50cf（\u542b\u65f6\u95f4\u6233\u3001\u5750\u6807）\u901a\u8fc74G\/\u4ee5\u592a\u7f51\u53cc\u6a21\u4f20\u8f93\u81f3\u7ba1\u7406\u4e2d\u5fc3（\u652f\u6301ONVIF\u534f\u8bae\u63a5\u5165\u4e3b\u6d41\u5b89\u9632\u5e73\u53f0）；\u7ba1\u7406\u4e2d\u5fc3\u8f6f\u4ef6\u8f93\u51fa\u5f39\u7a97\u544a\u8b66+\u58f0\u5149\u63d0\u793a，\u540c\u6b65\u663e\u793a\u4eba\u5458\u8f68\u8ff9\u56de\u653e\u4e0e\u884c\u8f66\u5236\u52a8\u72b6\u6001\u3002\u9488\u5bf9\u68c0\u4fee\u3001\u6302\u5378\u94a9\u7b49\u9700\u8981\u4eba\u5458\u4e34\u65f6\u8fdb\u5165\u7981\u533a\u7684\u573a\u666f，\u7cfb\u7edf\u652f\u6301\u59ff\u6001\u6388\u6743\u2014\u2014\u4eba\u5458\u5e73\u4e3e\u53cc\u81c2\u5373\u53ef\u63d0\u4ea4\u4e34\u65f6\u7981\u533a\u4f5c\u4e1a\u7533\u8bf7，\u6388\u6743\u5168\u7a0b\u8bb0\u5f55\u5de5\u4f5c\u65e5\u5fd7，\u517c\u987e\u5b89\u5168\u4e0e\u751f\u4ea7\u6548\u7387\u3002<\/p>\n

\u4e03\u3001\u90e8\u7f72\u5b9e\u6218：\u5168\u6808\u672c\u5730\u5316\u843d\u5730\u7684\u516d\u6b65SOP<\/p>\n

\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72\u610f\u5473\u7740\u6574\u5957\u7cfb\u7edf\u4ece\u611f\u77e5\u3001\u8ba1\u7b97\u5230\u7ba1\u7406\u5e73\u53f0\u5168\u90e8\u843d\u5728\u5382\u533a\u5185\u90e8，\u4e0e\u5916\u90e8\u7f51\u7edc\u9694\u79bb\u3002\u4ee5\u4e0b\u4e3a\u7ecf\u8fc7\u591a\u4e2a\u94a2\u5382\u3001\u7269\u6d41\u56ed\u533a\u9879\u76ee\u9a8c\u8bc1\u7684\u516d\u6b65\u90e8\u7f72\u6d41\u7a0b：<\/p>\n

\u2460\u73b0\u573a\u52d8\u6d4b\u4e0e\u5e03\u70b9\u8bbe\u8ba1：\u5b9e\u5730\u52d8\u5bdf\u8f66\u95f4\u8de8\u5ea6\u3001\u5929\u8f66\u6570\u91cf\u3001\u4f5c\u4e1a\u533a\u5206\u5e03\u3001\u5149\u7167\u7c89\u5c18\u6761\u4ef6，\u786e\u5b9a\u76f8\u673a\u70b9\u4f4d（\u8f68\u9053\u6cbf\u7ebf\u7acb\u6746\u9ad8\u5ea66-8\u7c73\u4fef\u89d230\u5ea6\u3001\u7aef\u6881\u4e24\u4fa7\u3001\u5c0f\u8f66\u4e0b\u90e8\u3001\u9a7e\u9a76\u5ba4\u76f2\u533a）\u4e0e\u8b66\u6212\u533a\u8303\u56f4，\u8f93\u51fa\u5e03\u70b9\u56fe\u4e0e\u76f8\u673a\u6e05\u5355\u3002\u591a\u53f0\u5929\u8f66\u5171\u8f68\u8fd0\u884c\u9700\u89c4\u5212\u5206\u65f6\u9519\u9891\u8865\u5149\u65b9\u6848\u3002<\/p>\n

\u2461\u76f8\u673a\u5b89\u88c5\u4e0e\u6807\u5b9a：\u6309\u5e03\u70b9\u56fe\u5b8c\u6210\u5de5\u4e1a\u76f8\u673a\u5b89\u88c5（IP67\u9632\u62a4\u3001\u9632\u632f\u652f\u67b6），\u914d\u7f6eROI\u611f\u5174\u8da3\u533a\u57df\u4e0e\u52a8\u6001\u805a\u7126\u7b56\u7565；\u5b8c\u6210\u76f8\u673a\u5185\u53c2\u6807\u5b9a\u4e0e\u900f\u89c6\u53d8\u6362\u77e9\u9635\u8ba1\u7b97，\u4e3a\u50cf\u7d20\u5750\u6807\u5230\u4e16\u754c\u5750\u6807\u8f6c\u6362\u505a\u51c6\u5907；\u63a5\u5165\u4ea4\u6362\u673a\u5e76\u7edf\u4e00\u4f9b\u7535（POE\u4f9b\u7535\u4f18\u5148）\u3002<\/p>\n

\u2462\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143\u90e8\u7f72：\u5b89\u88c5\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143（\u534e\u4e3aAtlas\/RK3588J），\u90e8\u7f72MindSpore Lite\u7b49\u63a8\u7406\u6846\u67b6\u4e0e\u4f18\u5316\u540e\u7684YOLO\u6a21\u578b（INT8\u91cf\u5316\u7248，\u6a21\u578b\u4f53\u79ef\u7ea632MB），\u914d\u7f6e\u591a\u8def\u89c6\u9891\u6d41\u63a5\u5165\u4e0e\u89e3\u7801\u53c2\u6570；\u8fb9\u7f18\u5355\u5143\u5c31\u8fd1\u5b89\u88c5\u5728\u5929\u8f66\u7535\u6c14\u5ba4\u6216\u8f66\u95f4\u673a\u67dc，IP65\u9632\u5c18\u6563\u70ed\u3002<\/p>\n

\u2463\u7b97\u6cd5\u9002\u914d\u4e0e\u573a\u666f\u8c03\u4f18：\u7528\u73b0\u573a\u91c7\u96c6\u7684\u771f\u5b9e\u5de5\u51b5\u6570\u636e（\u542b\u7c89\u5c18\u3001\u5f3a\u5149\u3001\u591c\u95f4\u6837\u672c）\u505a\u6a21\u578b\u5fae\u8c03\u4e0e\u9608\u503c\u6807\u5b9a，\u914d\u7f6e\u8fdd\u89c4\u8bc6\u522b\u89c4\u5219\u5f15\u64ce（\u8b66\u6212\u533a\u591a\u8fb9\u5f62\u3001\u901f\u5ea6\u9608\u503c\u3001\u505c\u7559\u65f6\u95f4\u9608\u503c），\u8fdb\u884c\u8bef\u62a5\u6291\u5236\u8c03\u4f18（\u9634\u5f71\u8fc7\u6ee4\u3001\u6388\u6743\u767d\u540d\u5355\u3001RFID\u6821\u9a8c）\u3002<\/p>\n

\u2464\u8054\u52a8\u63a7\u5236\u4e0e\u5e73\u53f0\u5bf9\u63a5：\u8fb9\u7f18\u5355\u5143\u5e72\u63a5\u70b9\u8f93\u51fa\u63a5\u5165\u5929\u8f66PLC（\u89e6\u53d1\u7d27\u6025\u5236\u52a8\/\u51cf\u901f），POE\u97f3\u7bb1\u63a5\u5165\u5b9a\u5411\u8bed\u97f3；\u7ba1\u7406\u5e73\u53f0\u90e8\u7f72\u4e8e\u5382\u533a\u670d\u52a1\u5668，\u652f\u6301ONVIF\u534f\u8bae\u4e0e\u65e2\u6709\u5b89\u9632\u5e73\u53f0\u5bf9\u63a5，\u914d\u7f6e\u544a\u8b66\u5206\u7ea7\u3001\u5f39\u7a97\u63a8\u9001\u3001\u8f68\u8ff9\u56de\u653e\u4e0e\u62a5\u8868\u529f\u80fd\u3002<\/p>\n

\u2465\u8054\u8c03\u6d4b\u8bd5\u4e0e\u9a8c\u6536：\u9010\u9879\u9a8c\u8bc1\u8bc6\u522b\u7cbe\u5ea6\u3001\u54cd\u5e94\u65f6\u5ef6\u3001\u8054\u52a8\u52a8\u4f5c（\u58f0\u5149\/\u8bed\u97f3\/\u5236\u52a8）\u3001\u8bc1\u636e\u7559\u5b58\u5b8c\u6574\u6027；\u6309GB\/T 28264-2017\u4e0eGB 4387-2008\u9010\u6761\u5bf9\u6807\u6d4b\u8bd5；\u8f93\u51fa\u9a8c\u6536\u62a5\u544a\u4e0e\u8fd0\u7ef4\u624b\u518c，\u4ea4\u4ed8\u5468\u671f\u6027\u6a21\u578b\u66f4\u65b0\u670d\u52a1（\u6bcf\u5468\u5728\u7ebf\u589e\u91cf\u8bad\u7ec3）\u3002<\/p>\n\n\n\n\n\n\n\n\n
\n

\u90e8\u7f72\u8981\u70b9<\/p>\n<\/td>\n

\n

\u672c\u5730\u5316\u65b9\u6848<\/p>\n<\/td>\n

\n

\u4f18\u52bf<\/p>\n<\/td>\n<\/tr>\n

\n

\u6570\u636e\u5904\u7406<\/p>\n<\/td>\n

\n

\u89c6\u9891\u6d41\u5728\u5382\u533a\u8fb9\u7f18\u95ed\u73af\u5904\u7406，\u6570\u636e\u4e0d\u51fa\u5382<\/p>\n<\/td>\n

\n

\u6ee1\u8db3\u6570\u636e\u5b89\u5168\u4e0e\u4fdd\u5bc6\u8981\u6c42，\u65e0\u5916\u7f51\u4f9d\u8d56<\/p>\n<\/td>\n<\/tr>\n

\n

\u4fe1\u521b\u56fd\u4ea7\u5316<\/p>\n<\/td>\n

\n

\u534e\u4e3aAtlas\/\u6607\u817e310\/RK3588J+\u7edf\u4fe1UOS+MindSpore Lite<\/p>\n<\/td>\n

\n

\u5168\u94fe\u8def\u56fd\u4ea7\u5316\u9002\u914d，\u901a\u8fc7\u5de5\u4e1a\u4fe1\u521b\u8981\u6c42<\/p>\n<\/td>\n<\/tr>\n

\n

\u8001\u65e7\u5929\u8f66\u6539\u9020<\/p>\n<\/td>\n

\n

\u65e0\u9700\u66f4\u6362\u5929\u8f66，\u7535\u63a7\u56de\u8def\u5e76\u8054\u63a5\u5165，\u517c\u5bb9\u5355\u6881\/\u53cc\u6881\u5404\u7c7b\u578b\u53f7<\/p>\n<\/td>\n

\n

\u4f4e\u6210\u672c\u667a\u80fd\u5316\u5347\u7ea7，\u4e0d\u5f71\u54cd\u65e2\u6709\u4f5c\u4e1a<\/p>\n<\/td>\n<\/tr>\n

\n

\u6076\u52a3\u5de5\u51b5\u9002\u914d<\/p>\n<\/td>\n

\n

IP65\/IP67\u9632\u62a4\u3001\u5bbd\u6e29\u8bbe\u8ba1\u3001\u9632\u5c18\u6563\u70ed\u3001\u9632\u632f\u652f\u67b6<\/p>\n<\/td>\n

\n

\u9002\u914d\u94a2\u5382\u9ad8\u6e29\u9ad8\u5c18\u9ad8\u632f\u52a8\u73af\u5883<\/p>\n<\/td>\n<\/tr>\n

\n

\u6269\u5c55\u80fd\u529b<\/p>\n<\/td>\n

\n

\u6a21\u5757\u5316\u8bbe\u8ba1，\u53ef\u6269\u5c55\u540a\u7269\u5b9a\u4f4d\/\u94a2\u4e1d\u7ef3\u68c0\u6d4b\/\u710a\u7f1d\u68c0\u6d4b\/\u53f8\u673a\u884c\u4e3a\u76d1\u6d4b<\/p>\n<\/td>\n

\n

"\u4e00\u53f0\u4e00\u7b56"\u6e10\u8fdb\u90e8\u7f72，\u4ece\u5b89\u5168\u9632\u62a4\u8d77\u6b65\u9010\u6b65\u6269\u5c55<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u516b\u3001\u5b9e\u6d4b\u6548\u679c\u4e0e\u5178\u578b\u6848\u4f8b<\/p>\n

8.1\u00a0\u5173\u952e\u6027\u80fd\u6307\u6807<\/p>\n\n\n\n\n\n\n\n\n\n\n
\n

\u6307\u6807<\/p>\n<\/td>\n

\n

\u5b9e\u9a8c\u5ba4\u6570\u636e<\/p>\n<\/td>\n

\n

\u94a2\u5382\u5b9e\u6d4b（12\u53f0\u884c\u8f66\u533a\u57df）<\/p>\n<\/td>\n<\/tr>\n

\n

\u4eba\u5458\u95ef\u5165\u8bc6\u522b\u7cbe\u5ea6<\/p>\n<\/td>\n

\n

96.8%<\/p>\n<\/td>\n

\n

93.5%<\/p>\n<\/td>\n<\/tr>\n

\n

\u5e73\u5747\u54cd\u5e94\u65f6\u95f4<\/p>\n<\/td>\n

\n

0.42\u79d2<\/p>\n<\/td>\n

\n

0.58\u79d2<\/p>\n<\/td>\n<\/tr>\n

\n

\u8bef\u62a5\u7387<\/p>\n<\/td>\n

\n

1.2%<\/p>\n<\/td>\n

\n

1.8%<\/p>\n<\/td>\n<\/tr>\n

\n

\u5c0f\u76ee\u6807（\u5c0f\u4e8e32\u00d732\u50cf\u7d20）\u68c0\u51fa\u7387<\/p>\n<\/td>\n

\n

87.3%<\/p>\n<\/td>\n

\n

82.6%<\/p>\n<\/td>\n<\/tr>\n

\n

\u7c89\u5c18\u73af\u5883（50mg\/m\u00b3）\u8bc6\u522b\u7387<\/p>\n<\/td>\n

\n

89.5%<\/p>\n<\/td>\n

\n

84.2%<\/p>\n<\/td>\n<\/tr>\n

\n

\u5355\u8282\u70b9\u65e5\u5747\u5904\u7406\u89c6\u9891\u6d41<\/p>\n<\/td>\n

\n

\u2014<\/p>\n<\/td>\n

\n

16\u8def（1080P）<\/p>\n<\/td>\n<\/tr>\n

\n

\u5b89\u5168\u5e3d\u4f69\u6234\u8bc6\u522b\u51c6\u786e\u7387<\/p>\n<\/td>\n

\n

99%\u4ee5\u4e0a<\/p>\n<\/td>\n

\n

99%\u4ee5\u4e0a<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e5d\u3001\u6311\u6218\u4e0e\u672a\u6765\u8d8b\u52bf<\/p>\n

9.1\u00a0\u5f53\u524d\u6311\u6218<\/p>\n

\u2460\u590d\u6742\u573a\u666f\u8bc6\u522b\u8fb9\u754c：\u6781\u7aef\u6076\u52a3\u5929\u6c14\u3001\u91cd\u5ea6\u7c89\u5c18\u3001\u4eba\u5458\u5bc6\u96c6\u91cd\u53e0\u7b49\u6781\u7aef\u5de5\u51b5\u4e0b\u8bc6\u522b\u7387\u4ecd\u6709\u4e0b\u964d\u7a7a\u95f4；\u2461\u4e0e\u6cd5\u89c4\u7684\u4e92\u8865\u5173\u7cfb：\u6309TSG Q7015-2016\u4e0eGB\/T 28264-2017\u8981\u6c42，AI\u89c6\u89c9\u7cfb\u7edf\u4f5c\u4e3a\u5728\u7ebf\u76d1\u6d4b\u548c\u9884\u8b66\u624b\u6bb5，\u4e0e\u4eba\u5de5\u5b9a\u671f\u68c0\u9a8c\u5f62\u6210\u4e92\u8865\u800c\u975e\u66ff\u4ee3\u5173\u7cfb，\u6cd5\u5b9a\u68c0\u9a8c\u4ecd\u987b\u6309\u89c4\u6267\u884c；\u2462\u6a21\u578b\u6301\u7eed\u8fed\u4ee3\u6210\u672c：\u4e0d\u540c\u8f66\u95f4\u5149\u7167\u3001\u8272\u5f69\u3001\u5de5\u51b5\u5dee\u5f02\u5927，\u6a21\u578b\u4e0a\u7ebf\u540e\u4ecd\u9700\u5468\u671f\u6027\u5728\u7ebf\u589e\u91cf\u8bad\u7ec3\u4fdd\u6301\u7cbe\u5ea6，\u5bf9\u670d\u52a1\u56e2\u961f\u7684\u6301\u7eed\u8fd0\u7ef4\u80fd\u529b\u63d0\u51fa\u8981\u6c42；\u2463\u8bef\u62a5\u4e0e\u6f0f\u62a5\u7684\u5e73\u8861：\u5b89\u5168\u573a\u666f\u5b81\u53ef\u8bef\u62a5\u4e0d\u53ef\u6f0f\u62a5，\u4f46\u8fc7\u9ad8\u8bef\u62a5\u4f1a\u524a\u5f31\u7cfb\u7edf\u4fe1\u4efb，\u9700\u8981\u7cbe\u7ec6\u7684\u9608\u503c\u8c03\u4f18\u4e0e\u573a\u666f\u767d\u540d\u5355\u673a\u5236；\u2464\u591a\u7cfb\u7edf\u534f\u540c：\u5929\u8f66AI\u76d1\u6d4b\u4e0ePLC\u3001PHM\u3001MES\u3001ERP\u7b49\u7cfb\u7edf\u7684\u6df1\u5ea6\u96c6\u6210\u4ecd\u5728\u6f14\u8fdb，\u8de8\u7cfb\u7edf\u8054\u52a8\u6807\u51c6\u5c1a\u672a\u7edf\u4e00\u3002<\/p>\n

9.2\u00a0\u672a\u6765\u8d8b\u52bf<\/p>\n

\u2460\u4ece\u68c0\u6d4b\u5230\u8ba4\u77e5：\u968f\u7740\u8fb9\u7f18AI\u7b97\u529b\u6301\u7eed\u63d0\u5347（Jetson Orin\u4e0b\u4e00\u4ee3\u5e73\u53f0\u9884\u8ba1200-500TOPS）\u548c\u591a\u6a21\u6001\u5927\u6a21\u578b\u6f14\u8fdb，\u5929\u8f66AI\u89c6\u89c9\u5c06\u4e0d\u4ec5\u68c0\u6d4b"\u4eba\u5458\u4fb5\u5165"，\u66f4\u80fd\u7406\u89e3\u5730\u9762\u4eba\u5458\u7684\u624b\u52bf\u6307\u4ee4\u4e0e\u4f5c\u4e1a\u610f\u56fe，\u5b9e\u73b0\u4eba\u673a\u534f\u540c\u4f5c\u4e1a；\u2461\u884c\u4e3a\u7406\u89e3\u6df1\u5316：\u4ece\u5355\u5e27\u68c0\u6d4b\u8d70\u5411\u65f6\u5e8f\u884c\u4e3a\u5efa\u6a21，\u878d\u5408\u59ff\u6001\u4f30\u8ba1\u3001\u8f68\u8ff9\u9884\u6d4b\u4e0e\u52a8\u4f5c\u8bc6\u522b，\u5bf9"\u51c6\u5907\u95ef\u5165""\u6b63\u5728\u8fdd\u89c4""\u5371\u9669\u64cd\u4f5c"\u8fdb\u884c\u9884\u5224\u6027\u8bc6\u522b；\u2462\u591a\u4f20\u611f\u5668\u878d\u5408：AI\u89c6\u89c9\u4e0e\u6fc0\u5149\u96f7\u8fbe\u3001\u7f16\u7801\u5668\u3001\u683c\u96f7\u6bcd\u7ebf\u6df1\u5ea6\u878d\u5408，\u6784\u5efa\u8986\u76d6\u611f\u77e5-\u51b3\u7b56-\u63a7\u5236\u7684\u5168\u573a\u666f\u667a\u80fd\u5929\u8f66\u4f53\u7cfb（\u5b89\u5168\u76d1\u6d4b\u3001\u540a\u7269\u5b9a\u4f4d\u00b15mm\u3001\u94a2\u4e1d\u7ef3\u68c0\u6d4b\u3001\u710a\u7f1d\u68c0\u6d4b\u3001\u89c6\u89c9SLAM\u5efa\u56fe\u00b110cm）；\u2463SaaS\u5316\u4e0e\u5e73\u53f0\u5316：\u68c0\u6d4b\u80fd\u529b\u6a21\u5757\u5316\u8ba2\u9605\u3001\u4e91\u7aef\u7ba1\u7406\u5e73\u53f0\u4e0e\u672c\u5730\u8fb9\u7f18\u8ba1\u7b97\u7684\u6df7\u5408\u67b6\u6784\u6210\u4e3a\u4e3b\u6d41，"\u4e00\u4e2a\u5e73\u53f0\u7ba1\u7406\u5168\u5382\u5929\u8f66"；\u2464\u6807\u51c6\u4e0e\u751f\u6001\u6210\u719f：AI\u5b89\u5168\u76d1\u6d4b\u7eb3\u5165\u884c\u4e1a\u6807\u51c6\u4e0e\u4fdd\u9669\u6761\u6b3e，\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u4ece"\u9009\u914d"\u8d70\u5411"\u6807\u914d"，\u5f62\u6210\u5b8c\u6574\u7684\u6280\u672f\u6807\u51c6\u4e0e\u68c0\u6d4b\u8ba4\u8bc1\u4f53\u7cfb\u3002<\/p>\n

\u5341\u3001\u603b\u7ed3<\/p>\n

\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf，\u7528"\u5de5\u4e1a\u9ad8\u6e05\u6444\u50cf\u5355\u5143+\u56fd\u4ea7\u5316AI\u8fb9\u7f18\u8ba1\u7b97\u5355\u5143+\u4f18\u5316\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5+\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72"\u7684\u7ec4\u5408，\u4e3a\u5929\u8f66\u540a\u88c5\u4f5c\u4e1a\u5b89\u5168\u63d0\u4f9b\u4e86\u4ece\u88ab\u52a8\u9694\u79bb\u5230\u4e3b\u52a8\u667a\u9632\u7684\u8303\u5f0f\u5347\u7ea7\u3002\u6280\u672f\u4e0a，\u5b83\u4ee5\u591a\u89c6\u89d2\u5197\u4f59\u5e03\u9632\u89e3\u51b3\u906e\u6321\u76f2\u533a，\u4ee5YOLO\u4f18\u5316\u68c0\u6d4b+FPN\u5c0f\u76ee\u6807\u589e\u5f3a+DeepSORT\u591a\u76ee\u6807\u8ddf\u8e2a\u4fdd\u969c\u8bc6\u522b\u7cbe\u5ea6，\u4ee5LSTM-Transformer\u65f6\u7a7a\u878d\u5408\u5b9e\u73b0\u4ece"\u770b\u89c1\u6709\u4eba"\u5230"\u770b\u61c2\u884c\u4e3a"\u7684\u8fdb\u5316，\u4ee5\u591a\u7279\u5f81\u4ea4\u53c9\u9a8c\u8bc1\u628a\u8bef\u62a5\u7387\u538b\u52301.8%；\u5de5\u7a0b\u4e0a，\u5b83\u4ee5\u5168\u6808\u672c\u5730\u5316\u90e8\u7f72\u5b88\u4f4f\u6570\u636e\u5b89\u5168\u5e95\u7ebf，\u4ee5\u534e\u4e3aAtlas\/RK3588J\u7b49\u56fd\u4ea7\u5316\u7b97\u529b\u6ee1\u8db3\u5de5\u4e1a\u4fe1\u521b\u8981\u6c42，\u4ee5\u4e09\u7ea7\u62a5\u8b66（\u9ec4\/\u6a59\/\u7ea2）\u4e0ePLC\u8054\u52a8\u5236\u52a8\u5b9e\u73b0\u4ece\u8bc6\u522b\u5230\u5236\u6b62\u7684\u6beb\u79d2\u7ea7\u95ed\u73af；\u7ba1\u7406\u4e0a，\u5b83\u7528\u81ea\u52a8\u6293\u62cd\u3001\u8f68\u8ff9\u56de\u653e\u3001\u8fdd\u89c4\u8bb0\u5f55\u548c\u62a5\u8868\u5206\u6790，\u8ba9\u5b89\u5168\u76d1\u7ba1\u4ece"\u4eba\u76ef\u4eba"\u8d70\u5411"\u6570\u636e\u9a71\u52a8"\u3002<\/p>\n

\u5bf9\u4e8e\u51b6\u91d1\u3001\u9020\u8239\u3001\u91cd\u578b\u673a\u68b0\u7b49\u652f\u67f1\u4ea7\u4e1a\u7684\u5de5\u5382，\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u662f\u5b89\u5168\u751f\u4ea7\u7684"\u6570\u5b57\u5316\u54e8\u5175"；\u5bf9\u4e8e\u8d77\u91cd\u8bbe\u5907\u670d\u52a1\u5546，\u5b83\u662f\u8001\u65e7\u5929\u8f66\u667a\u80fd\u5316\u6539\u9020\u7684\u9ad8\u4ef7\u503c\u5207\u5165\u70b9；\u5bf9\u4e8eAI\u5de5\u7a0b\u56e2\u961f，\u5b83\u662f\u76ee\u6807\u68c0\u6d4b\u3001\u884c\u4e3a\u8bc6\u522b\u3001\u8fb9\u7f18\u8ba1\u7b97\u5728\u5de5\u4e1a\u573a\u666f\u843d\u5730\u7684\u6700\u4f73\u5b9e\u8df5\u8303\u672c\u3002\u5f53\u7136，\u7cfb\u7edf\u7684\u8bc6\u522b\u7cbe\u5ea6\u3001\u8bef\u62a5\u6291\u5236\u548c\u8fd0\u7ef4\u8fed\u4ee3\u4ecd\u9700\u4e0e\u4eba\u5de5\u68c0\u9a8c\u3001\u73b0\u573a\u7ba1\u7406\u6df1\u5ea6\u914d\u5408\u2014\u2014AI\u63d0\u4f9b\u7684\u662f\u4e00\u53cc\u6c38\u4e0d\u75b2\u5026\u7684\u773c\u775b\u548c\u4e00\u5957\u6beb\u79d2\u7ea7\u54cd\u5e94\u7684\u5236\u52a8\u7cfb\u7edf，\u800c\u771f\u6b63\u8ba9\u5929\u8f66\u4f5c\u4e1a\u5b89\u5168\u53ef\u63a7\u7684，\u4f9d\u7136\u662f"\u6280\u9632+\u4eba\u9632+\u5236\u5ea6\u9632"\u4e09\u4f4d\u4e00\u4f53\u7684\u5b89\u5168\u7ba1\u7406\u4f53\u7cfb\u3002\u968f\u7740\u8fb9\u7f18\u7b97\u529b\u4e0e\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u6301\u7eed\u8fdb\u5316，\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u6b63\u5728\u4ece"\u8bc6\u522b\u8fdd\u89c4"\u8d70\u5411"\u7406\u89e3\u4f5c\u4e1a"，\u5f00\u542f\u5de5\u4e1a\u5b89\u5168\u667a\u80fd\u5316\u7684\u4e0b\u4e00\u7a0b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5728\u51b6\u91d1\u3001\u9020\u8239\u3001\u91cd\u578b\u673a\u68b0\u548c\u65b0\u80fd\u6e90\u88c5\u5907\u5236\u9020\u7b49\u652f\u67f1\u4ea7\u4e1a\u4e2d，\u5929\u8f66（\u6865\u5f0f\u8d77\u91cd\u673a）\u662f\u8f66\u95f4\u7269\u6d41\u7684\u6838\u5fc3\u67a2\u7ebd\u3002\u7136\u800c，\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u7684\\”\u4eba\u673a\u6df7\u884c\\”\u4e00\u76f4\u662f\u5de5\u4e1a\u5b89\u5168\u7684\u5fc3\u8179\u5927\u60a3\u2014\u2014\u636e\u300a2026\u5e74\u4e2d\u56fd\u5de5\u4e1a\u5b89\u5168\u751f\u4ea7\u767d\u76ae\u4e66\u300b\u7edf\u8ba1，\u884c\u8f66（\u5929\u8f66）\u4f5c\u4e1a\u533a\u57df\u56e0\u4eba\u5458\u4e0e\u8bbe\u5907\u6df7\u884c\u5bfc\u81f4\u7684\u78b0\u649e\u4e8b\u6545\u5360\u6bd4\u9ad8\u8fbe42%\u3002\u4f20\u7edf\u7684\\”\u7535\u5b50\u56f4\u680f\u4eba\u5de5\u5de1\u68c0\\”\u76d1\u63a7\u6a21\u5f0f\u5b58\u5728\u4e09\u5927\u75db\u70b9：\u54cd\u5e94\u6ede\u540e（\u5e73\u5747\u5904\u7f6e\u8017\u65f62-4\u5206\u949f&#xff0<\/p>\n","protected":false},"author":2,"featured_media":104769,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-104772","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-50"],"yoast_head":"\n\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/104772.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5728\u51b6\u91d1\u3001\u9020\u8239\u3001\u91cd\u578b\u673a\u68b0\u548c\u65b0\u80fd\u6e90\u88c5\u5907\u5236\u9020\u7b49\u652f\u67f1\u4ea7\u4e1a\u4e2d，\u5929\u8f66（\u6865\u5f0f\u8d77\u91cd\u673a）\u662f\u8f66\u95f4\u7269\u6d41\u7684\u6838\u5fc3\u67a2\u7ebd\u3002\u7136\u800c，\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u7684"\u4eba\u673a\u6df7\u884c"\u4e00\u76f4\u662f\u5de5\u4e1a\u5b89\u5168\u7684\u5fc3\u8179\u5927\u60a3\u2014\u2014\u636e\u300a2026\u5e74\u4e2d\u56fd\u5de5\u4e1a\u5b89\u5168\u751f\u4ea7\u767d\u76ae\u4e66\u300b\u7edf\u8ba1，\u884c\u8f66（\u5929\u8f66）\u4f5c\u4e1a\u533a\u57df\u56e0\u4eba\u5458\u4e0e\u8bbe\u5907\u6df7\u884c\u5bfc\u81f4\u7684\u78b0\u649e\u4e8b\u6545\u5360\u6bd4\u9ad8\u8fbe42%\u3002\u4f20\u7edf\u7684"\u7535\u5b50\u56f4\u680f\u4eba\u5de5\u5de1\u68c0"\u76d1\u63a7\u6a21\u5f0f\u5b58\u5728\u4e09\u5927\u75db\u70b9：\u54cd\u5e94\u6ede\u540e（\u5e73\u5747\u5904\u7f6e\u8017\u65f62-4\u5206\u949f&#xff0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/104772.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-13T00:17:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260913001715-6aa5eb8b1d5b1.jpg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/104772.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/104772.html\",\"name\":\"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-13T00:17:16+00:00\",\"dateModified\":\"2026-09-13T00:17:16+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/104772.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/104772.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/104772.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/104772.html","og_locale":"zh_CN","og_type":"article","og_title":"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u5728\u51b6\u91d1\u3001\u9020\u8239\u3001\u91cd\u578b\u673a\u68b0\u548c\u65b0\u80fd\u6e90\u88c5\u5907\u5236\u9020\u7b49\u652f\u67f1\u4ea7\u4e1a\u4e2d，\u5929\u8f66（\u6865\u5f0f\u8d77\u91cd\u673a）\u662f\u8f66\u95f4\u7269\u6d41\u7684\u6838\u5fc3\u67a2\u7ebd\u3002\u7136\u800c，\u5929\u8f66\u4f5c\u4e1a\u533a\u57df\u7684\"\u4eba\u673a\u6df7\u884c\"\u4e00\u76f4\u662f\u5de5\u4e1a\u5b89\u5168\u7684\u5fc3\u8179\u5927\u60a3\u2014\u2014\u636e\u300a2026\u5e74\u4e2d\u56fd\u5de5\u4e1a\u5b89\u5168\u751f\u4ea7\u767d\u76ae\u4e66\u300b\u7edf\u8ba1，\u884c\u8f66（\u5929\u8f66）\u4f5c\u4e1a\u533a\u57df\u56e0\u4eba\u5458\u4e0e\u8bbe\u5907\u6df7\u884c\u5bfc\u81f4\u7684\u78b0\u649e\u4e8b\u6545\u5360\u6bd4\u9ad8\u8fbe42%\u3002\u4f20\u7edf\u7684\"\u7535\u5b50\u56f4\u680f\u4eba\u5de5\u5de1\u68c0\"\u76d1\u63a7\u6a21\u5f0f\u5b58\u5728\u4e09\u5927\u75db\u70b9：\u54cd\u5e94\u6ede\u540e（\u5e73\u5747\u5904\u7f6e\u8017\u65f62-4\u5206\u949f&#xff0","og_url":"https:\/\/www.wsisp.com\/helps\/104772.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-13T00:17:16+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260913001715-6aa5eb8b1d5b1.jpg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/104772.html","url":"https:\/\/www.wsisp.com\/helps\/104772.html","name":"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-13T00:17:16+00:00","dateModified":"2026-09-13T00:17:16+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/104772.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/104772.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/104772.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u57fa\u4e8eAI\u89c6\u89c9\u8bc6\u522b\u7684\u5929\u8f66\u667a\u80fd\u76d1\u6d4b\u670d\u52a1\u7cfb\u7edf"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/104772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=104772"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/104772\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/104769"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=104772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=104772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=104772"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=104772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}