{"id":2137,"date":"2025-09-13T12:04:20","date_gmt":"2025-09-13T04:04:20","guid":{"rendered":"https:\/\/safevv.org\/?p=2137"},"modified":"2025-09-13T12:04:25","modified_gmt":"2025-09-13T04:04:25","slug":"%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4","status":"publish","type":"post","link":"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/","title":{"rendered":"\u7ec6\u5206\u573a\u666f\u9700 \u201c\u6280\u672f\u7cbe\u51c6\u9002\u914d\u201d\uff0cSafeW \u6df1\u5316\u6280\u672f\u534f\u540c\u7834\u5c40"},"content":{"rendered":"\n<p>\u201c\u4e4b\u524d\u7528\u8001\u624b\u673a\u8dd1 AI \u8bc6\u522b\u5c0f\u9ea6\u6742\u8d28\uff0c\u5361\u5f97\u6839\u672c\u6ca1\u6cd5\u7528\uff1b\u73b0\u5728 SafeW \u7684\u8f7b\u91cf\u6a21\u578b\uff0c\u767e\u5143\u673a\u4e5f\u80fd\u6d41\u7545\u8bc6\u522b\uff0c\u51c6\u786e\u7387\u8fd8\u6ca1\u964d\uff01\u201d \u6cb3\u5357\u79cd\u7cae\u6237\u7684\u53cd\u9988\uff0c\u9053\u51fa\u4e86\u6280\u672f\u843d\u5730\u7ec6\u5206\u573a\u666f\u7684\u6838\u5fc3\u96be\u9898 \u2014\u2014 \u6b64\u524d\u7684\u6838\u5fc3\u6280\u672f\u67b6\u6784\u867d\u80fd\u8986\u76d6\u901a\u7528\u9700\u6c42\uff0c\u4f46\u519c\u4e1a\u4f4e\u7aef\u8bbe\u5907\u7b97\u529b\u3001\u7269\u6d41\u591a\u4e3b\u4f53\u6743\u9650\u51b2\u7a81\u3001\u8d5b\u4e8b\u591a\u8bbe\u5907\u540c\u6b65\u7b49\u7ec6\u5206\u75db\u70b9\uff0c\u4ecd\u9700\u66f4\u7cbe\u51c6\u7684\u6280\u672f\u4f18\u5316\u3002\u8fd1\u65e5\uff0c<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>SafeW \u5b98\u65b9<\/strong><\/a> \u53d1\u5e03\u8f6f\u4ef6\u8ba1\u6570 \u201c\u573a\u666f\u5316\u6280\u672f\u5347\u7ea7\u65b9\u6848\u201d\uff0c\u901a\u8fc7 AI \u8f7b\u91cf\u5316\u9002\u914d\u3001\u533a\u5757\u94fe\u6743\u9650\u5206\u7ea7\u3001IoT \u591a\u8bbe\u5907\u534f\u540c\u4e09\u5927\u7ec6\u5206\u6280\u672f\uff0c\u89e3\u51b3\u8de8\u9886\u57df\u843d\u5730\u7684 \u201c\u6700\u540e\u4e00\u516c\u91cc\u201d \u6280\u672f\u969c\u788d\uff0c\u6280\u672f\u4f18\u5316\u6548\u679c\u901a\u8fc7\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u7535\u5b50\u6807\u51c6\u7814\u7a76\u9662\u6d4b\u8bc4\uff0c\u6210\u4e3a\u573a\u666f\u5316\u6280\u672f\u9002\u914d\u7684\u6807\u6746\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E4%B8%80%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%B8%80%EF%BC%9AAI_%E8%BD%BB%E9%87%8F%E5%8C%96%E8%AE%A1%E6%95%B0%E6%A8%A1%E5%9E%8B_%E2%80%94%E2%80%94_%E7%A0%B4%E8%A7%A3_%E2%80%9C%E4%BD%8E%E7%AB%AF%E8%AE%BE%E5%A4%87%E7%AE%97%E5%8A%9B%E4%B8%8D%E8%B6%B3%E2%80%9D_%E7%97%9B%E7%82%B9\" >\u4e00\u3001\u7ec6\u5206\u6280\u672f\u4e00\uff1aAI \u8f7b\u91cf\u5316\u8ba1\u6570\u6a21\u578b \u2014\u2014 \u7834\u89e3 \u201c\u4f4e\u7aef\u8bbe\u5907\u7b97\u529b\u4e0d\u8db3\u201d \u75db\u70b9<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82\" >1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9AMobileNet_%E6%9E%B6%E6%9E%84_%E7%9F%A5%E8%AF%86%E8%92%B8%E9%A6%8F%EF%BC%8C%E5%B9%B3%E8%A1%A1_%E2%80%9C%E8%BD%BB%E9%87%8F%E2%80%9D_%E4%B8%8E_%E2%80%9C%E7%B2%BE%E5%BA%A6%E2%80%9D\" >2. \u6280\u672f\u539f\u7406\uff1aMobileNet \u67b6\u6784 + \u77e5\u8bc6\u84b8\u998f\uff0c\u5e73\u8861 \u201c\u8f7b\u91cf\u201d \u4e0e \u201c\u7cbe\u5ea6\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B\" >3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E4%BA%8C%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%BA%8C%EF%BC%9A%E5%8C%BA%E5%9D%97%E9%93%BE%E6%9D%83%E9%99%90%E5%88%86%E7%BA%A7%E7%B3%BB%E7%BB%9F_%E2%80%94%E2%80%94_%E8%A7%A3%E5%86%B3_%E2%80%9C%E5%A4%9A%E4%B8%BB%E4%BD%93%E6%9D%83%E9%99%90%E5%86%B2%E7%AA%81%E2%80%9D_%E9%9A%BE%E9%A2%98\" >\u4e8c\u3001\u7ec6\u5206\u6280\u672f\u4e8c\uff1a\u533a\u5757\u94fe\u6743\u9650\u5206\u7ea7\u7cfb\u7edf \u2014\u2014 \u89e3\u51b3 \u201c\u591a\u4e3b\u4f53\u6743\u9650\u51b2\u7a81\u201d \u96be\u9898<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82-2\" >1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9ARBAC_%E6%9D%83%E9%99%90%E6%A8%A1%E5%9E%8B_%E6%99%BA%E8%83%BD%E5%90%88%E7%BA%A6%EF%BC%8C%E5%AE%9E%E7%8E%B0_%E2%80%9C%E7%B2%BE%E7%BB%86%E5%8C%96%E6%8E%88%E6%9D%83%E2%80%9D\" >2. \u6280\u672f\u539f\u7406\uff1aRBAC \u6743\u9650\u6a21\u578b + \u667a\u80fd\u5408\u7ea6\uff0c\u5b9e\u73b0 \u201c\u7cbe\u7ec6\u5316\u6388\u6743\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B-2\" >3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E4%B8%89%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%B8%89%EF%BC%9AIoT_%E5%A4%9A%E8%AE%BE%E5%A4%87%E5%8D%8F%E5%90%8C%E8%AE%A1%E6%95%B0%E6%8A%80%E6%9C%AF_%E2%80%94%E2%80%94_%E8%A7%A3%E5%86%B3_%E2%80%9C%E5%A4%9A%E8%AE%BE%E5%A4%87%E6%95%B0%E6%8D%AE%E4%B8%8D%E5%90%8C%E6%AD%A5%E2%80%9D_%E9%97%AE%E9%A2%98\" >\u4e09\u3001\u7ec6\u5206\u6280\u672f\u4e09\uff1aIoT \u591a\u8bbe\u5907\u534f\u540c\u8ba1\u6570\u6280\u672f \u2014\u2014 \u89e3\u51b3 \u201c\u591a\u8bbe\u5907\u6570\u636e\u4e0d\u540c\u6b65\u201d \u95ee\u9898<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82-3\" >1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9AMQTT_%E5%8D%8F%E8%AE%AE_%E8%BE%B9%E7%BC%98%E6%95%B0%E6%8D%AE%E7%BD%91%E5%85%B3%EF%BC%8C%E6%89%93%E9%80%9A_%E2%80%9C%E8%AE%BE%E5%A4%87%E6%95%B0%E6%8D%AE%E5%AD%A4%E5%B2%9B%E2%80%9D\" >2. \u6280\u672f\u539f\u7406\uff1aMQTT \u534f\u8bae + \u8fb9\u7f18\u6570\u636e\u7f51\u5173\uff0c\u6253\u901a \u201c\u8bbe\u5907\u6570\u636e\u5b64\u5c9b\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B-3\" >3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E5%9B%9B%E3%80%81%E6%8A%80%E6%9C%AF%E5%8D%8F%E5%90%8C%E4%BC%98%E5%8A%BF%EF%BC%9A%E2%80%9C%E8%BD%BB%E9%87%8F%E5%8C%96_AI_%E5%88%86%E7%BA%A7%E5%8C%BA%E5%9D%97%E9%93%BE_IoT%E2%80%9D_%E8%81%94%E5%8A%A8%EF%BC%8C%E6%9E%84%E5%BB%BA%E5%9C%BA%E6%99%AF%E5%8C%96%E6%8A%80%E6%9C%AF%E9%97%AD%E7%8E%AF\" >\u56db\u3001\u6280\u672f\u534f\u540c\u4f18\u52bf\uff1a\u201c\u8f7b\u91cf\u5316 AI + \u5206\u7ea7\u533a\u5757\u94fe + IoT\u201d \u8054\u52a8\uff0c\u6784\u5efa\u573a\u666f\u5316\u6280\u672f\u95ed\u73af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E4%BA%94%E3%80%81%E6%9C%AA%E6%9D%A5%E6%8A%80%E6%9C%AF%E8%A7%84%E5%88%92%EF%BC%9A%E8%81%9A%E7%84%A6_%E2%80%9CAI_%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E2%80%9D%EF%BC%8C%E8%BF%88%E5%90%91_%E2%80%9C%E5%9C%BA%E6%99%AF%E5%8C%96%E9%A2%84%E6%B5%8B%E8%AE%A1%E6%95%B0%E2%80%9D\" >\u4e94\u3001\u672a\u6765\u6280\u672f\u89c4\u5212\uff1a\u805a\u7126 \u201cAI + \u6570\u5b57\u5b6a\u751f\u201d\uff0c\u8fc8\u5411 \u201c\u573a\u666f\u5316\u9884\u6d4b\u8ba1\u6570\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.websafew.com\/index.php\/2025\/09\/13\/%e7%bb%86%e5%88%86%e5%9c%ba%e6%99%af%e9%9c%80-%e6%8a%80%e6%9c%af%e7%b2%be%e5%87%86%e9%80%82%e9%85%8d%ef%bc%8csafew-%e6%b7%b1%e5%8c%96%e6%8a%80%e6%9c%af%e5%8d%8f%e5%90%8c%e7%a0%b4\/#%E8%AE%B0%E8%80%85%E6%89%8B%E8%AE%B0%EF%BC%9A%E6%8A%80%E6%9C%AF%E8%90%BD%E5%9C%B0%E7%9A%84%E6%A0%B8%E5%BF%83%E6%98%AF_%E2%80%9C%E7%B2%BE%E5%87%86%E5%8C%B9%E9%85%8D%E5%9C%BA%E6%99%AF%E2%80%9D\" >\u8bb0\u8005\u624b\u8bb0\uff1a\u6280\u672f\u843d\u5730\u7684\u6838\u5fc3\u662f \u201c\u7cbe\u51c6\u5339\u914d\u573a\u666f\u201d<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%B8%80%EF%BC%9AAI_%E8%BD%BB%E9%87%8F%E5%8C%96%E8%AE%A1%E6%95%B0%E6%A8%A1%E5%9E%8B_%E2%80%94%E2%80%94_%E7%A0%B4%E8%A7%A3_%E2%80%9C%E4%BD%8E%E7%AB%AF%E8%AE%BE%E5%A4%87%E7%AE%97%E5%8A%9B%E4%B8%8D%E8%B6%B3%E2%80%9D_%E7%97%9B%E7%82%B9\"><\/span>\u4e00\u3001\u7ec6\u5206\u6280\u672f\u4e00\uff1aAI \u8f7b\u91cf\u5316\u8ba1\u6570\u6a21\u578b \u2014\u2014 \u7834\u89e3 \u201c\u4f4e\u7aef\u8bbe\u5907\u7b97\u529b\u4e0d\u8db3\u201d \u75db\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82\"><\/span>1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u519c\u4e1a\u9886\u57df 60% \u7684\u5c0f\u519c\u6237\u4f7f\u7528\u5343\u5143\u5185\u4f4e\u7aef\u5b89\u5353\u624b\u673a\uff0c\u7269\u6d41\u672b\u7aef\u7f51\u70b9\u591a\u91c7\u7528\u8001\u65e7\u5de5\u4e1a\u5e73\u677f\uff0c\u4f20\u7edf AI \u52a8\u6001\u8bc6\u522b\u6a21\u578b\uff08\u5982 ResNet-50\uff09\u53c2\u6570\u8d85 250MB\uff0c\u5728\u4f4e\u7aef\u8bbe\u5907\u4e0a\u8fd0\u884c\u5361\u987f\uff08\u5e27\u7387\uff1c5fps\uff09\uff0c\u751a\u81f3\u56e0\u5185\u5b58\u4e0d\u8db3\u95ea\u9000\uff1b\u540c\u65f6\uff0c\u519c\u4e1a\u7530\u95f4\u3001\u7269\u6d41\u4ed3\u5e93\u7684\u5f31\u7f51\u73af\u5883\uff0c\u4e5f\u65e0\u6cd5\u652f\u6491\u5927\u6a21\u578b\u7684\u5b9e\u65f6\u6570\u636e\u4f20\u8f93\u3002\u9700\u5728\u4fdd\u8bc1\u8bc6\u522b\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u538b\u7f29\u6a21\u578b\u4f53\u79ef\u3001\u964d\u4f4e\u7b97\u529b\u6d88\u8017\uff0c\u9002\u914d\u4f4e\u7aef\u8bbe\u5907\u4e0e\u5f31\u7f51\u573a\u666f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9AMobileNet_%E6%9E%B6%E6%9E%84_%E7%9F%A5%E8%AF%86%E8%92%B8%E9%A6%8F%EF%BC%8C%E5%B9%B3%E8%A1%A1_%E2%80%9C%E8%BD%BB%E9%87%8F%E2%80%9D_%E4%B8%8E_%E2%80%9C%E7%B2%BE%E5%BA%A6%E2%80%9D\"><\/span>2. \u6280\u672f\u539f\u7406\uff1aMobileNet \u67b6\u6784 + \u77e5\u8bc6\u84b8\u998f\uff0c\u5e73\u8861 \u201c\u8f7b\u91cf\u201d \u4e0e \u201c\u7cbe\u5ea6\u201d<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>SafeW AI \u8f7b\u91cf\u5316\u6a21\u578b\u57fa\u4e8e MobileNet-V3 \u8f7b\u91cf\u5316\u67b6\u6784\uff0c\u91c7\u7528 \u201c\u6df1\u5ea6\u53ef\u5206\u79bb\u5377\u79ef\u201d \u66ff\u4ee3\u4f20\u7edf\u5377\u79ef\uff0c\u5c06\u6a21\u578b\u53c2\u6570\u538b\u7f29\u81f3 30MB\uff08\u4ec5\u4e3a\u539f\u6a21\u578b\u7684 12%\uff09\uff1b\u540c\u65f6\u901a\u8fc7 \u201c\u77e5\u8bc6\u84b8\u998f\u201d \u6280\u672f\uff0c\u5c06\u590d\u6742\u6a21\u578b\uff08ResNet-50\uff09\u7684\u8bc6\u522b\u7ecf\u9a8c\u8fc1\u79fb\u81f3\u8f7b\u91cf\u6a21\u578b\uff0c\u5728\u538b\u7f29\u4f53\u79ef\u7684\u540c\u65f6\uff0c\u4fdd\u6301\u6838\u5fc3\u8bc6\u522b\u80fd\u529b\u3002\u9488\u5bf9\u5f31\u7f51\u573a\u666f\uff0c\u6a21\u578b\u8fd8\u652f\u6301 \u201c\u672c\u5730\u79bb\u7ebf\u63a8\u7406\u201d\uff0c\u65e0\u9700\u5b9e\u65f6\u8054\u7f51\u5373\u53ef\u5b8c\u6210\u8ba1\u6570\uff0c\u4ec5\u5728\u6570\u636e\u540c\u6b65\u65f6\u6d88\u8017\u5c11\u91cf\u6d41\u91cf\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B\"><\/span>3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bbe\u5907\u9002\u914d\u5e7f<\/strong>\uff1a\u652f\u6301\u5b89\u5353 7.0 \u4ee5\u4e0a\u3001\u5185\u5b58\u22652GB \u7684\u4f4e\u7aef\u624b\u673a \/ \u5e73\u677f\uff0c\u8986\u76d6 95% \u4ee5\u4e0a\u519c\u4e1a\u5c0f\u519c\u6237\u3001\u7269\u6d41\u672b\u7aef\u8bbe\u5907\uff1b<\/li>\n\n\n\n<li><strong>\u6027\u80fd\u635f\u8017\u4f4e<\/strong>\uff1a\u4f4e\u7aef\u8bbe\u5907\u8fd0\u884c\u5e27\u7387\u63d0\u5347\u81f3 15fps\uff08\u6bd4\u4f20\u7edf\u6a21\u578b\u5feb 3 \u500d\uff09\uff0c\u65e5\u5747\u8017\u7535\u51cf\u5c11 40%\uff0c\u907f\u514d\u8bbe\u5907\u8fc7\u70ed\uff1b<\/li>\n\n\n\n<li><strong>\u7cbe\u5ea6\u4e0d\u59a5\u534f<\/strong>\uff1a\u519c\u4e1a\u5c0f\u9ea6\u6742\u8d28\u8bc6\u522b\u51c6\u786e\u7387\u4fdd\u6301 98.5%\uff08\u4ec5\u6bd4\u4f20\u7edf\u6a21\u578b\u4f4e 1.3 \u4e2a\u767e\u5206\u70b9\uff09\uff0c\u7269\u6d41\u5feb\u9012\u9762\u5355\u8bc6\u522b\u51c6\u786e\u7387 99.2%\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u843d\u5730\u6848\u4f8b<\/strong>\uff1a\u6cb3\u5357\u5c0f\u9ea6\u79cd\u690d\u6237\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/ai-light-agri\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew AI \u8f7b\u91cf\u5316\u519c\u4e1a\u7248\u4e0b\u8f7d<\/a>** \uff0c\u7528\u767e\u5143\u5b89\u5353\u624b\u673a\u62cd\u6444\u5c0f\u9ea6\u6837\u672c\uff0c\u79bb\u7ebf\u8bc6\u522b\u6742\u8d28\u6bd4\u4f8b\u4e0e\u9897\u7c92\u6570\u91cf\uff0c\u6a21\u578b\u8fd0\u884c\u6d41\u7545\u65e0\u5361\u987f\uff0c\u5355\u65e5\u5b8c\u6210 50 \u4ea9\u9ea6\u7530\u7684\u6742\u8d28\u7edf\u8ba1\uff0c\u6bd4\u4eba\u5de5\u8ba1\u6570\u6548\u7387\u63d0\u5347 8 \u500d\uff1b\u5e7f\u5dde\u7269\u6d41\u672b\u7aef\u7f51\u70b9\u7528 2018 \u5e74\u8001\u65e7\u5de5\u4e1a\u5e73\u677f\uff0c\u901a\u8fc7\u8f7b\u91cf\u6a21\u578b\u626b\u63cf\u5feb\u9012\u9762\u5355\uff0c\u8ba1\u6570\u6548\u7387\u4ece\u6bcf\u5c0f\u65f6 150 \u4ef6\u63d0\u5347\u81f3 300 \u4ef6\uff0c\u8bbe\u5907\u95ea\u9000\u7387\u4ece 30% \u964d\u81f3 0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%BA%8C%EF%BC%9A%E5%8C%BA%E5%9D%97%E9%93%BE%E6%9D%83%E9%99%90%E5%88%86%E7%BA%A7%E7%B3%BB%E7%BB%9F_%E2%80%94%E2%80%94_%E8%A7%A3%E5%86%B3_%E2%80%9C%E5%A4%9A%E4%B8%BB%E4%BD%93%E6%9D%83%E9%99%90%E5%86%B2%E7%AA%81%E2%80%9D_%E9%9A%BE%E9%A2%98\"><\/span>\u4e8c\u3001\u7ec6\u5206\u6280\u672f\u4e8c\uff1a\u533a\u5757\u94fe\u6743\u9650\u5206\u7ea7\u7cfb\u7edf \u2014\u2014 \u89e3\u51b3 \u201c\u591a\u4e3b\u4f53\u6743\u9650\u51b2\u7a81\u201d \u96be\u9898<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82-2\"><\/span>1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u7269\u6d41\u9886\u57df\u6d89\u53ca\u8d27\u4e3b\u3001\u8d27\u4ee3\u3001\u6d77\u5173\u3001\u914d\u9001\u5546\u3001\u6d88\u8d39\u8005\u7b49\u591a\u4e3b\u4f53\uff0c\u8d5b\u4e8b\u9886\u57df\u6db5\u76d6\u7ec4\u59d4\u4f1a\u3001\u5b89\u4fdd\u3001\u5fd7\u613f\u8005\u3001\u8d5e\u52a9\u5546\u7b49\u4e0d\u540c\u89d2\u8272\uff0c\u4f20\u7edf\u533a\u5757\u94fe\u8054\u76df\u94fe\u91c7\u7528 \u201c\u7edf\u4e00\u6743\u9650\u201d \u6a21\u5f0f\uff0c\u8981\u4e48\u8fc7\u5ea6\u5f00\u653e\u6570\u636e\uff08\u5982\u8d27\u4e3b\u53ef\u67e5\u770b\u6d77\u5173\u5185\u90e8\u6838\u9a8c\u8bb0\u5f55\uff09\uff0c\u8981\u4e48\u6743\u9650\u4e0d\u8db3\uff08\u5982\u5fd7\u613f\u8005\u65e0\u6cd5\u4fee\u6539\u9053\u5177\u53d1\u653e\u8ba1\u6570\uff09\uff0c\u5bfc\u81f4\u6570\u636e\u9690\u79c1\u6cc4\u9732\u6216\u534f\u540c\u6548\u7387\u4f4e\u4e0b\u3002\u9700\u5efa\u7acb \u201c\u5206\u7ea7\u6388\u6743\u3001\u52a8\u6001\u8c03\u6574\u201d \u7684\u6743\u9650\u7ba1\u7406\u4f53\u7cfb\uff0c\u5339\u914d\u591a\u4e3b\u4f53\u7684\u5dee\u5f02\u5316\u6570\u636e\u9700\u6c42\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9ARBAC_%E6%9D%83%E9%99%90%E6%A8%A1%E5%9E%8B_%E6%99%BA%E8%83%BD%E5%90%88%E7%BA%A6%EF%BC%8C%E5%AE%9E%E7%8E%B0_%E2%80%9C%E7%B2%BE%E7%BB%86%E5%8C%96%E6%8E%88%E6%9D%83%E2%80%9D\"><\/span>2. \u6280\u672f\u539f\u7406\uff1aRBAC \u6743\u9650\u6a21\u578b + \u667a\u80fd\u5408\u7ea6\uff0c\u5b9e\u73b0 \u201c\u7cbe\u7ec6\u5316\u6388\u6743\u201d<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>SafeW \u533a\u5757\u94fe\u6743\u9650\u5206\u7ea7\u7cfb\u7edf\u57fa\u4e8e \u201c\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u63a7\u5236\uff08RBAC\uff09\u201d \u6a21\u578b\uff0c\u5c06\u8de8\u9886\u57df\u591a\u4e3b\u4f53\u5212\u5206\u4e3a \u201c\u6838\u5fc3\u7ba1\u7406\u5458\uff08\u5982\u7269\u6d41\u4f01\u4e1a\u603b\u90e8\u3001\u8d5b\u4e8b\u7ec4\u59d4\u4f1a\uff09\u201d\u201c\u64cd\u4f5c\u6267\u884c\u8005\uff08\u5982\u8d27\u4ee3\u3001\u5fd7\u613f\u8005\uff09\u201d\u201c\u6570\u636e\u67e5\u770b\u8005\uff08\u5982\u6d77\u5173\u3001\u8d5e\u52a9\u5546\uff09\u201d \u4e09\u7ea7\u89d2\u8272\uff0c\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u9884\u8bbe\u5404\u89d2\u8272\u7684 \u201c\u6570\u636e\u8bbf\u95ee\u8303\u56f4\u201d \u4e0e \u201c\u64cd\u4f5c\u6743\u9650\u201d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6838\u5fc3\u7ba1\u7406\u5458\uff1a\u53ef\u4fee\u6539\u8ba1\u6570\u89c4\u5219\u3001\u5206\u914d\u89d2\u8272\u6743\u9650\uff1b<\/li>\n\n\n\n<li>\u64cd\u4f5c\u6267\u884c\u8005\uff1a\u4ec5\u53ef\u5f55\u5165 \/ \u4fee\u6539\u672c\u4eba\u8d1f\u8d23\u73af\u8282\u7684\u8ba1\u6570\u6570\u636e\uff08\u5982\u8d27\u4ee3\u4ec5\u6539\u6536\u8d27\u8ba1\u6570\uff09\uff1b<\/li>\n\n\n\n<li>\u6570\u636e\u67e5\u770b\u8005\uff1a\u4ec5\u53ef\u67e5\u770b\u6388\u6743\u8303\u56f4\u5185\u7684\u6570\u636e\uff08\u5982\u6d77\u5173\u4ec5\u770b\u6e05\u5173\u8ba1\u6570\uff0c\u8d5e\u52a9\u5546\u4ec5\u770b\u8d5b\u4e8b\u884d\u751f\u54c1\u9500\u91cf\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u540c\u65f6\u652f\u6301 \u201c\u4e34\u65f6\u6743\u9650\u6388\u6743\u201d\uff0c\u5982\u7269\u6d41\u8d27\u4e3b\u4e34\u65f6\u6388\u6743\u6d77\u5173\u67e5\u770b\u67d0\u6279\u6b21\u8d27\u7269\u8ba1\u6570\u6570\u636e\uff0c\u6388\u6743\u8fc7\u671f\u540e\u81ea\u52a8\u56de\u6536\u6743\u9650\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B-2\"><\/span>3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9690\u79c1\u5b89\u5168\u9ad8<\/strong>\uff1a\u591a\u4e3b\u4f53\u6570\u636e\u9694\u79bb\uff0c\u672a\u6388\u6743\u6570\u636e\u8bbf\u95ee\u6210\u529f\u7387\uff1c0.01%\uff0c\u907f\u514d\u5546\u4e1a\u673a\u5bc6\u6cc4\u9732\uff1b<\/li>\n\n\n\n<li><strong>\u534f\u540c\u6548\u7387\u9ad8<\/strong>\uff1a\u6743\u9650\u7533\u8bf7\u4e0e\u5206\u914d\u65f6\u95f4\u4ece 24 \u5c0f\u65f6\u7f29\u77ed\u81f3 5 \u5206\u949f\uff0c\u65e0\u9700\u4eba\u5de5\u5ba1\u6279\uff1b<\/li>\n\n\n\n<li><strong>\u5408\u89c4\u6027\u5f3a<\/strong>\uff1a\u6743\u9650\u8bbe\u7f6e\u7b26\u5408\u300a\u6570\u636e\u5b89\u5168\u6cd5\u300b\u201c\u6700\u5c0f\u5fc5\u8981\u201d \u539f\u5219\uff0c\u901a\u8fc7\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u7b49\u7ea7\u4fdd\u62a4\u4e09\u7ea7\u8ba4\u8bc1\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u843d\u5730\u6848\u4f8b<\/strong>\uff1a\u5e7f\u5dde\u8de8\u5883\u7269\u6d41\u4f01\u4e1a\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/blockchain-logistics-auth\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew \u533a\u5757\u94fe\u7269\u6d41\u6743\u9650\u7248\u4e0b\u8f7d<\/a>** \uff0c\u642d\u5efa\u591a\u4e3b\u4f53\u6743\u9650\u7cfb\u7edf\uff1a\u8d27\u4e3b\u4ec5\u67e5\u770b\u5168\u94fe\u8def\u8ba1\u6570\u6570\u636e\uff0c\u8d27\u4ee3\u4ec5\u4fee\u6539\u6536\u8d27 \/ \u53d1\u8d27\u8ba1\u6570\uff0c\u6d77\u5173\u4ec5\u6838\u9a8c\u6e05\u5173\u6570\u636e\uff0c\u67d0\u6279\u6b21\u8d27\u7269\u77ed\u5c11\u7ea0\u7eb7\u4e2d\uff0c\u5404\u4e3b\u4f53\u4ec5\u80fd\u8bbf\u95ee\u6388\u6743\u6570\u636e\uff0c\u65e2\u5feb\u901f\u754c\u5b9a\u6d77\u5916\u4ed3\u5206\u62e3\u8d23\u4efb\uff0c\u53c8\u907f\u514d\u8d27\u4e3b\u9690\u79c1\u6570\u636e\u6cc4\u9732\uff0c\u8d23\u4efb\u754c\u5b9a\u65f6\u95f4\u4ece 3 \u5929\u7f29\u77ed\u81f3 1 \u5c0f\u65f6\uff1b\u676d\u5dde\u9a6c\u62c9\u677e\u901a\u8fc7\u8be5\u7cfb\u7edf\uff0c\u5fd7\u613f\u8005\u4ec5\u80fd\u4fee\u6539\u9053\u5177\u53d1\u653e\u8ba1\u6570\uff0c\u8d5e\u52a9\u5546\u4ec5\u67e5\u770b\u884d\u751f\u54c1\u9500\u91cf\uff0c\u672a\u53d1\u751f\u4e00\u8d77\u6570\u636e\u8d8a\u6743\u8bbf\u95ee\u4e8b\u4ef6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E7%BB%86%E5%88%86%E6%8A%80%E6%9C%AF%E4%B8%89%EF%BC%9AIoT_%E5%A4%9A%E8%AE%BE%E5%A4%87%E5%8D%8F%E5%90%8C%E8%AE%A1%E6%95%B0%E6%8A%80%E6%9C%AF_%E2%80%94%E2%80%94_%E8%A7%A3%E5%86%B3_%E2%80%9C%E5%A4%9A%E8%AE%BE%E5%A4%87%E6%95%B0%E6%8D%AE%E4%B8%8D%E5%90%8C%E6%AD%A5%E2%80%9D_%E9%97%AE%E9%A2%98\"><\/span>\u4e09\u3001\u7ec6\u5206\u6280\u672f\u4e09\uff1aIoT \u591a\u8bbe\u5907\u534f\u540c\u8ba1\u6570\u6280\u672f \u2014\u2014 \u89e3\u51b3 \u201c\u591a\u8bbe\u5907\u6570\u636e\u4e0d\u540c\u6b65\u201d \u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E5%9C%BA%E6%99%AF%E7%97%9B%E7%82%B9%E4%B8%8E%E6%8A%80%E6%9C%AF%E9%9C%80%E6%B1%82-3\"><\/span>1. \u573a\u666f\u75db\u70b9\u4e0e\u6280\u672f\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u8d5b\u4e8b\u9886\u57df\u5e38\u90e8\u7f72\u591a\u7c7b\u8ba1\u6570\u8bbe\u5907\uff08\u5982\u5165\u53e3\u95f8\u673a\u3001\u8d5b\u9053\u6444\u50cf\u5934\u3001\u5fd7\u613f\u8005\u624b\u6301\u7ec8\u7aef\uff09\uff0c\u7269\u6d41\u4ed3\u5e93\u540c\u65f6\u4f7f\u7528\u5206\u62e3\u673a\u3001\u626b\u7801\u67aa\u3001\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\uff0c\u519c\u4e1a\u6e29\u5ba4\u642d\u914d\u79f0\u91cd\u4f20\u611f\u5668\u3001\u6444\u50cf\u5934 \u2014\u2014 \u591a\u8bbe\u5907\u6570\u636e\u5206\u522b\u5b58\u50a8\u3001\u72ec\u7acb\u8ba1\u6570\uff0c\u6613\u51fa\u73b0 \u201c\u95f8\u673a\u8bb0\u5165\u573a 1 \u4e07\u4eba\uff0c\u624b\u6301\u7ec8\u7aef\u8bb0\u9053\u5177\u53d1\u653e 9500 \u4efd\u201d \u7684\u6570\u636e\u4e0d\u540c\u6b65\u95ee\u9898\uff0c\u9700\u5b9e\u73b0\u591a\u8bbe\u5907\u6570\u636e\u5b9e\u65f6\u4e92\u8054\u3001\u7edf\u4e00\u6c47\u603b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E6%8A%80%E6%9C%AF%E5%8E%9F%E7%90%86%EF%BC%9AMQTT_%E5%8D%8F%E8%AE%AE_%E8%BE%B9%E7%BC%98%E6%95%B0%E6%8D%AE%E7%BD%91%E5%85%B3%EF%BC%8C%E6%89%93%E9%80%9A_%E2%80%9C%E8%AE%BE%E5%A4%87%E6%95%B0%E6%8D%AE%E5%AD%A4%E5%B2%9B%E2%80%9D\"><\/span>2. \u6280\u672f\u539f\u7406\uff1aMQTT \u534f\u8bae + \u8fb9\u7f18\u6570\u636e\u7f51\u5173\uff0c\u6253\u901a \u201c\u8bbe\u5907\u6570\u636e\u5b64\u5c9b\u201d<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>SafeW IoT \u591a\u8bbe\u5907\u534f\u540c\u6280\u672f\u91c7\u7528 \u201c\u8fb9\u7f18\u6570\u636e\u7f51\u5173 + MQTT \u8f7b\u91cf\u7ea7\u7269\u8054\u7f51\u534f\u8bae\u201d \u67b6\u6784\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fb9\u7f18\u6570\u636e\u7f51\u5173<\/strong>\uff1a\u90e8\u7f72\u4e8e\u8d5b\u4e8b\u73b0\u573a\u3001\u7269\u6d41\u4ed3\u5e93\u3001\u519c\u4e1a\u6e29\u5ba4\uff0c\u901a\u8fc7 WiFi \/ \u84dd\u7259 \/ NB-IoT \u8fde\u63a5\u5404\u7c7b\u8ba1\u6570\u8bbe\u5907\uff08\u95f8\u673a\u3001\u626b\u7801\u67aa\u3001\u4f20\u611f\u5668\uff09\uff0c\u5b9e\u65f6\u91c7\u96c6\u591a\u8bbe\u5907\u8ba1\u6570\u6570\u636e\uff1b<\/li>\n\n\n\n<li><strong>MQTT \u534f\u8bae<\/strong>\uff1a\u91c7\u7528 \u201c\u53d1\u5e03 &#8211; \u8ba2\u9605\u201d \u6a21\u5f0f\uff0c\u591a\u8bbe\u5907\u6570\u636e\u901a\u8fc7 MQTT \u534f\u8bae\u5b9e\u65f6\u63a8\u9001\u81f3\u8fb9\u7f18\u7f51\u5173\uff0c\u7f51\u5173\u5bf9\u6570\u636e\u8fdb\u884c \u201c\u53bb\u91cd\u3001\u8865\u5168\u3001\u5173\u8054\u201d \u5904\u7406\uff08\u5982\u5c06\u95f8\u673a\u5165\u573a\u6570\u4e0e\u624b\u6301\u7ec8\u7aef\u9053\u5177\u53d1\u653e\u6570\u5173\u8054\uff09\uff0c\u518d\u540c\u6b65\u81f3\u4e91\u7aef\u8ba1\u6570\u5e73\u53f0\uff1b<\/li>\n\n\n\n<li><strong>\u6570\u636e\u51b2\u7a81\u89e3\u51b3<\/strong>\uff1a\u5f53\u591a\u8bbe\u5907\u6570\u636e\u51b2\u7a81\uff08\u5982\u6444\u50cf\u5934\u8bb0\u4eba\u6d41 100 \u4eba\uff0c\u95f8\u673a\u8bb0 98 \u4eba\uff09\uff0c\u7f51\u5173\u901a\u8fc7 \u201c\u65f6\u95f4\u6233\u4f18\u5148 + \u591a\u6570\u8868\u51b3\u201d \u7b97\u6cd5\uff0c\u81ea\u52a8\u4fee\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E6%8A%80%E6%9C%AF%E4%BC%98%E5%8A%BF%E4%B8%8E%E8%90%BD%E5%9C%B0%E6%A1%88%E4%BE%8B-3\"><\/span>3. \u6280\u672f\u4f18\u52bf\u4e0e\u843d\u5730\u6848\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bbe\u5907\u517c\u5bb9\u6027\u5f3a<\/strong>\uff1a\u652f\u6301\u5e02\u9762 90% \u4ee5\u4e0a\u7684\u8ba1\u6570\u8bbe\u5907\uff08\u5982\u6d77\u5eb7\u5a01\u89c6\u6444\u50cf\u5934\u3001\u6591\u9a6c\u626b\u7801\u67aa\u3001\u519c\u4e1a\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\uff09\uff0c\u65e0\u9700\u66f4\u6362\u786c\u4ef6\uff1b<\/li>\n\n\n\n<li><strong>\u6570\u636e\u540c\u6b65\u5feb<\/strong>\uff1a\u591a\u8bbe\u5907\u6570\u636e\u540c\u6b65\u5ef6\u8fdf\uff1c1 \u79d2\uff0c\u907f\u514d \u201c\u6570\u636e\u5dee\u201d \u5bfc\u81f4\u7684\u51b3\u7b56\u5931\u8bef\uff1b<\/li>\n\n\n\n<li><strong>\u5bb9\u9519\u6027\u9ad8<\/strong>\uff1a\u5355\u8bbe\u5907\u6545\u969c\u65f6\uff0c\u5176\u4ed6\u8bbe\u5907\u6570\u636e\u53ef\u8865\u5168\uff0c\u6570\u636e\u5b8c\u6574\u6027\u4fdd\u6301 99.9%\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u843d\u5730\u6848\u4f8b<\/strong>\uff1a\u676d\u5dde\u9a6c\u62c9\u677e\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/iot-event-sync\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew IoT \u8d5b\u4e8b\u534f\u540c\u7248\u4e0b\u8f7d<\/a>** \uff0c\u8fde\u63a5 10 \u4e2a\u5165\u53e3\u95f8\u673a\u300120 \u4e2a\u8d5b\u9053\u6444\u50cf\u5934\u300150 \u4e2a\u5fd7\u613f\u8005\u624b\u6301\u7ec8\u7aef\uff0c\u591a\u8bbe\u5907\u6570\u636e\u5b9e\u65f6\u540c\u6b65\u81f3\u8fb9\u7f18\u7f51\u5173\uff0c\u7f51\u5173\u81ea\u52a8\u4fee\u6b63 3 \u5904\u6570\u636e\u51b2\u7a81\uff08\u5982\u67d0\u95f8\u673a\u8ba1\u6570\u6bd4\u6444\u50cf\u5934\u5c11 2 \u4eba\uff0c\u5224\u5b9a\u4e3a\u95f8\u673a\u6f0f\u626b\uff0c\u4ee5\u6444\u50cf\u5934\u6570\u636e\u4e3a\u51c6\uff09\uff0c\u6700\u7ec8\u7edf\u8ba1\u5165\u573a 1.2 \u4e07\u4eba\u3001\u9053\u5177\u53d1\u653e 1.18 \u4e07\u4efd\uff0c\u6570\u636e\u5dee\u5f02\u7387\u4ec5 1.7%\uff08\u6bd4\u4f20\u7edf\u4eba\u5de5\u6c47\u603b\u4f4e 8.3 \u4e2a\u767e\u5206\u70b9\uff09\uff1b\u4e0a\u6d77\u7269\u6d41\u4ed3\u5e93\u901a\u8fc7\u8be5\u6280\u672f\uff0c\u8fde\u63a5 5 \u53f0\u5206\u62e3\u673a\u300110 \u628a\u626b\u7801\u67aa\uff0c\u591a\u8bbe\u5907\u8ba1\u6570\u6570\u636e\u5b9e\u65f6\u540c\u6b65\uff0c\u5e93\u5b58\u5dee\u5f02\u7387\u4ece 5% \u964d\u81f3 0.5%\uff0c\u5bf9\u8d26\u65f6\u95f4\u7f29\u77ed 60%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E6%8A%80%E6%9C%AF%E5%8D%8F%E5%90%8C%E4%BC%98%E5%8A%BF%EF%BC%9A%E2%80%9C%E8%BD%BB%E9%87%8F%E5%8C%96_AI_%E5%88%86%E7%BA%A7%E5%8C%BA%E5%9D%97%E9%93%BE_IoT%E2%80%9D_%E8%81%94%E5%8A%A8%EF%BC%8C%E6%9E%84%E5%BB%BA%E5%9C%BA%E6%99%AF%E5%8C%96%E6%8A%80%E6%9C%AF%E9%97%AD%E7%8E%AF\"><\/span>\u56db\u3001\u6280\u672f\u534f\u540c\u4f18\u52bf\uff1a\u201c\u8f7b\u91cf\u5316 AI + \u5206\u7ea7\u533a\u5757\u94fe + IoT\u201d \u8054\u52a8\uff0c\u6784\u5efa\u573a\u666f\u5316\u6280\u672f\u95ed\u73af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>SafeW \u573a\u666f\u5316\u6280\u672f\u5e76\u975e\u5b64\u7acb\u5b58\u5728\uff0c\u800c\u662f\u5f62\u6210 \u201c\u6570\u636e\u91c7\u96c6 &#8211; \u8bc6\u522b\u8ba1\u6570 &#8211; \u6743\u9650\u7ba1\u7406 &#8211; \u540c\u6b65\u6c47\u603b\u201d \u7684\u5b8c\u6574\u6280\u672f\u95ed\u73af\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>IoT \u8bbe\u5907\u91c7\u96c6<\/strong>\uff1a\u901a\u8fc7 MQTT \u534f\u8bae\u8fde\u63a5\u591a\u8bbe\u5907\uff0c\u5b9e\u65f6\u83b7\u53d6\u519c\u4e1a\u4f5c\u7269\u3001\u7269\u6d41\u8d27\u7269\u3001\u8d5b\u4e8b\u4eba\u5458\u7684\u539f\u59cb\u6570\u636e\uff1b<\/li>\n\n\n\n<li><strong>\u8f7b\u91cf\u5316 AI \u5904\u7406<\/strong>\uff1a\u4f4e\u7aef\u8bbe\u5907\u672c\u5730\u8fd0\u884c\u8f7b\u91cf\u6a21\u578b\uff0c\u5b8c\u6210\u6742\u8d28\u8bc6\u522b\u3001\u9762\u5355\u626b\u63cf\u3001\u4eba\u6d41\u7edf\u8ba1\u7b49\u8ba1\u6570\u64cd\u4f5c\uff1b<\/li>\n\n\n\n<li><strong>\u5206\u7ea7\u533a\u5757\u94fe\u5b58\u8bc1<\/strong>\uff1a\u6309\u591a\u4e3b\u4f53\u6743\u9650\u5206\u7ea7\u5b58\u50a8\u8ba1\u6570\u6570\u636e\uff0c\u786e\u4fdd\u9690\u79c1\u5b89\u5168\u4e0e\u53ef\u8ffd\u6eaf\uff1b<\/li>\n\n\n\n<li><strong>\u8fb9\u7f18 &#8211; \u4e91\u7aef\u540c\u6b65<\/strong>\uff1a\u8fb9\u7f18\u7f51\u5173\u6c47\u603b\u591a\u8bbe\u5907\u6570\u636e\uff0c\u540c\u6b65\u81f3\u4e91\u7aef\u5e73\u53f0\uff0c\u652f\u6491\u5168\u5c40\u51b3\u7b56\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8be5\u95ed\u73af\u5728\u519c\u4e1a\u3001\u7269\u6d41\u3001\u8d5b\u4e8b\u9886\u57df\u7684\u6280\u672f\u9002\u914d\u5468\u671f\u7f29\u77ed\u81f3 3 \u5929\uff0c\u6bd4\u4f20\u7edf\u6280\u672f\u65b9\u6848\u5feb 50%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E6%9C%AA%E6%9D%A5%E6%8A%80%E6%9C%AF%E8%A7%84%E5%88%92%EF%BC%9A%E8%81%9A%E7%84%A6_%E2%80%9CAI_%E6%95%B0%E5%AD%97%E5%AD%AA%E7%94%9F%E2%80%9D%EF%BC%8C%E8%BF%88%E5%90%91_%E2%80%9C%E5%9C%BA%E6%99%AF%E5%8C%96%E9%A2%84%E6%B5%8B%E8%AE%A1%E6%95%B0%E2%80%9D\"><\/span>\u4e94\u3001\u672a\u6765\u6280\u672f\u89c4\u5212\uff1a\u805a\u7126 \u201cAI + \u6570\u5b57\u5b6a\u751f\u201d\uff0c\u8fc8\u5411 \u201c\u573a\u666f\u5316\u9884\u6d4b\u8ba1\u6570\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>SafeW \u5b98\u65b9<\/strong><\/a> \u6280\u672f\u7814\u53d1\u603b\u76d1\u900f\u9732\uff0c\u4e0b\u4e00\u6b65\u5c06\u56f4\u7ed5 \u201c\u573a\u666f\u5316\u9884\u6d4b\u8ba1\u6570\u201d \u6df1\u5316\u6280\u672f\u521b\u65b0\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u519c\u4e1a\u6570\u5b57\u5b6a\u751f\u8ba1\u6570<\/strong>\uff1a\u7ed3\u5408 IoT \u8bbe\u5907\u91c7\u96c6\u7684\u7530\u95f4\u6570\u636e\uff08\u571f\u58e4\u3001\u5149\u7167\uff09\u4e0e AI \u8f7b\u91cf\u5316\u6a21\u578b\uff0c\u6784\u5efa\u9ea6\u7530\u3001\u679c\u56ed\u6570\u5b57\u5b6a\u751f\u4f53\uff0c\u5b9e\u73b0 \u201c\u751f\u957f\u72b6\u6001\u53ef\u89c6\u5316 + \u4ea7\u91cf\u9884\u6d4b\u8ba1\u6570\u201d\uff1b<\/li>\n\n\n\n<li><strong>\u7269\u6d41\u4ed3\u5e93\u6570\u5b57\u5b6a\u751f<\/strong>\uff1a\u901a\u8fc7 IoT \u8fde\u63a5\u8d27\u67b6\u3001\u5206\u62e3\u673a\u3001AGV \u673a\u5668\u4eba\uff0c\u6784\u5efa\u4ed3\u5e93\u6570\u5b57\u5b6a\u751f\u573a\u666f\uff0c\u9884\u6d4b\u8d27\u6d41\u5cf0\u503c\u4e0e\u5e93\u5b58\u7f3a\u53e3\uff0c\u63d0\u524d\u8c03\u6574\u8ba1\u6570\u7b56\u7565\uff1b<\/li>\n\n\n\n<li><strong>\u8d5b\u4e8b\u573a\u9986\u6570\u5b57\u5b6a\u751f<\/strong>\uff1a\u57fa\u4e8e\u591a\u8bbe\u5907\u91c7\u96c6\u7684\u4eba\u6d41\u6570\u636e\uff0c\u6784\u5efa\u573a\u9986\u6570\u5b57\u5b6a\u751f\u6a21\u578b\uff0c\u9884\u6d4b\u4e0d\u540c\u533a\u57df\u4eba\u6d41\u5bc6\u5ea6\u53d8\u5316\uff0c\u52a8\u6001\u4f18\u5316\u8ba1\u6570\u4e0e\u8d44\u6e90\u8c03\u5ea6\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u76ee\u524d\uff0c\u7528\u6237\u53ef\u901a\u8fc7 **<a href=\"https:\/\/safevv.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">safew \u5b98\u7f51\u4e0b\u8f7d<\/a>** \u201c\u573a\u666f\u5316\u6280\u672f\u4f53\u9a8c\u5305\u201d\uff0c\u6d4b\u8bd5 AI \u8f7b\u91cf\u5316\u6a21\u578b\u3001IoT \u8bbe\u5907\u534f\u540c\u7b49\u529f\u80fd\uff0c\u6280\u672f\u56e2\u961f\u63d0\u4f9b\u5b9a\u5236\u5316\u9002\u914d\u670d\u52a1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AE%B0%E8%80%85%E6%89%8B%E8%AE%B0%EF%BC%9A%E6%8A%80%E6%9C%AF%E8%90%BD%E5%9C%B0%E7%9A%84%E6%A0%B8%E5%BF%83%E6%98%AF_%E2%80%9C%E7%B2%BE%E5%87%86%E5%8C%B9%E9%85%8D%E5%9C%BA%E6%99%AF%E2%80%9D\"><\/span>\u8bb0\u8005\u624b\u8bb0\uff1a\u6280\u672f\u843d\u5730\u7684\u6838\u5fc3\u662f \u201c\u7cbe\u51c6\u5339\u914d\u573a\u666f\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4ece AI \u8f7b\u91cf\u5316\u9002\u914d\u4f4e\u7aef\u624b\u673a\uff0c\u5230\u533a\u5757\u94fe\u5206\u7ea7\u89e3\u51b3\u591a\u4e3b\u4f53\u6743\u9650\u51b2\u7a81\uff0c\u518d\u5230 IoT \u534f\u540c\u6253\u901a\u8bbe\u5907\u6570\u636e\u5b64\u5c9b \u2014\u2014SafeW \u7684\u573a\u666f\u5316\u6280\u672f\u5347\u7ea7\uff0c\u8bc1\u660e \u201c\u597d\u6280\u672f\u201d 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