{"id":99498,"date":"2024-11-25T09:48:56","date_gmt":"2024-11-25T01:48:56","guid":{"rendered":"\/\/www.viralrail.com\/?p=99498"},"modified":"2024-11-25T09:49:00","modified_gmt":"2024-11-25T01:49:00","slug":"wrjznxjxtjsfajs","status":"publish","type":"post","link":"\/\/www.viralrail.com\/blog\/99498.html","title":{"rendered":"\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u6280\u672f\u65b9\u6848\u4ecb\u7ecd"},"content":{"rendered":"\n<p>\u3000\u3000<strong>\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf<\/strong>\u662f\u4e00\u79cd\u7ed3\u5408\u4e86\u65e0\u4eba\u673a\u6280\u672f\u3001\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u3001\u81ea\u4e3b\u5bfc\u822a\u6280\u672f\u4ee5\u53ca\u6570\u636e\u4f20\u8f93\u4e0e\u5206\u6790\u5904\u7406\u6280\u672f\u7684\u9ad8\u6548\u5de1\u68c0\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u7cfb\u7edf\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7535\u529b\u3001\u77f3\u6cb9\u3001\u4ea4\u901a\u3001\u519c\u4e1a\u3001\u73af\u4fdd\u7b49\u591a\u4e2a\u9886\u57df\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5de1\u68c0\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e00\u3001 \u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u539f\u7406<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30001. \u6838\u5fc3\u7ec4\u6210<\/h3>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4e3b\u8981\u7531\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u3000<strong>\u65e0\u4eba\u673a\u5e73\u53f0<\/strong>\uff1a\u5305\u62ec\u591a\u65cb\u7ffc\u548c\u56fa\u5b9a\u7ffc\u65e0\u4eba\u673a\uff0c\u914d\u5907\u9ad8\u6027\u80fd\u52a8\u529b\u7cfb\u7edf\u4ee5\u786e\u4fdd\u7eed\u822a\u65f6\u95f4\u548c\u98de\u884c\u7a33\u5b9a\u6027\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u4f20\u611f\u5668<\/strong>\uff1a\u7528\u4e8e\u83b7\u53d6\u9ad8\u6e05\u56fe\u50cf\u3001\u68c0\u6d4b\u6e29\u5ea6\u5206\u5e03\u3001\u751f\u6210\u4e09\u7ef4\u6a21\u578b\u548c\u6d4b\u91cf\u7269\u4f53\u8ddd\u79bb\u9ad8\u5ea6\u7b49\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u6570\u636e\u4f20\u8f93\u4e0e\u901a\u4fe1<\/strong>\uff1a\u901a\u8fc7\u65e0\u7ebf\u4f20\u8f93\u6a21\u5757\u548c\u536b\u661f\u901a\u4fe1\u5b9e\u73b0\u5b9e\u65f6\u6570\u636e\u4f20\u8f93\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u5730\u9762\u63a7\u5236\u7cfb\u7edf<\/strong>\uff1a\u8d1f\u8d23\u98de\u884c\u8def\u5f84\u89c4\u5212\u3001\u5bfc\u822a\u548c\u59ff\u6001\u63a7\u5236\uff0c\u4ee5\u53ca\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u8f6f\u4ef6\u751f\u6210\u53ef\u89c6\u5316\u62a5\u544a\u548c\u9884\u8b66\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u4e91\u5e73\u53f0\u4e0e\u6570\u636e\u5e93<\/strong>\uff1a\u7528\u4e8e\u5b58\u50a8\u5927\u91cf\u5de1\u68c0\u6570\u636e\uff0c\u5e76\u5229\u7528\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\uff0c\u8bc6\u522b\u957f\u671f\u8d8b\u52bf\u548c\u9690\u60a3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30002. \u4e3b\u8981\u529f\u80fd<\/h3>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u7684\u4e3b\u8981\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u3000<strong>\u81ea\u52a8\u5de1\u68c0<\/strong>\uff1a\u65e0\u4eba\u673a\u80fd\u591f\u81ea\u4e3b\u5b8c\u6210\u5de1\u68c0\u4efb\u52a1\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u5b9e\u65f6\u76d1\u63a7\u4e0e\u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u5b9e\u65f6\u4f20\u8f93\u89c6\u9891\u753b\u9762\u4f9b\u5730\u9762\u63a7\u5236\u4eba\u5458\u76d1\u63a7\u548c\u6307\u6325\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u548c\u6545\u969c\uff0c\u53d1\u51fa\u9884\u8b66\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u667a\u80fd\u5206\u6790\u4e0e\u9884\u8b66<\/strong>\uff1a\u5229\u7528AI\u7b97\u6cd5\u5bf9\u56de\u4f20\u7684\u56fe\u50cf\u548c\u89c6\u9891\u8fdb\u884c\u7cbe\u51c6\u5206\u6790\uff0c\u81ea\u52a8\u8bc6\u522b\u8fdd\u7ae0\u9690\u60a3\u3001\u8bbe\u5907\u7f3a\u9677\u3001\u5f02\u5e38\u72b6\u6001\uff0c\u5e76\u751f\u6210\u8be6\u7ec6\u7684\u5de1\u68c0\u62a5\u544a\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u62a5\u544a\u751f\u6210\u4e0e\u51b3\u7b56\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u8be6\u7ec6\u7684\u5de1\u68c0\u62a5\u544a\u548c\u5386\u53f2\u6570\u636e\u5bf9\u6bd4\uff0c\u652f\u6301\u51b3\u7b56\u4f18\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30003. \u5e94\u7528\u573a\u666f<\/h3>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u591a\u4e2a\u667a\u6167\u57ce\u5e02\u573a\u666f\uff0c\u5982\u7535\u529b\u3001\u7535\u7f51\u3001\u6cb3\u9053\u3001\u5149\u4f0f\u3001\u9ad8\u901f\u516c\u8def\u548c\u6d77\u4e8b\u5de1\u68c0\u7b49\uff0c\u5c55\u73b0\u4e86\u5e7f\u6cdb\u9002\u7528\u6027\u548c\u5b9e\u9645\u6548\u76ca\u3002\u6b64\u5916\uff0c\u8be5\u7cfb\u7edf\u8fd8\u88ab\u5e94\u7528\u4e8e\u9ad8\u538b\u8f93\u914d\u7535\u7ebf\u8def\u7684\u667a\u80fd\u5de1\u68c0\u4e2d\uff0c\u901a\u8fc7\u65e0\u4eba\u673a\u591a\u529f\u80fd\u4e91\u53f0\u76f8\u673a\u7684\u81ea\u52a8\u5316\u5de1\u68c0\u7cfb\u7edf\u8bbe\u8ba1\uff0c\u5b9e\u73b0\u4e86\u6746\u5854\u57fa\u7840\u3001\u63a5\u5730\u88c5\u7f6e\u3001\u6746\u5854\u672c\u4f53\u7b49\u5de1\u68c0\u4efb\u52a1\uff0c\u5e76\u5b9e\u65f6\u56de\u4f20\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30004. \u6280\u672f\u6311\u6218\u4e0e\u6539\u8fdb\u7b56\u7565<\/h3>\n\n\n\n<p>\u3000\u3000\u5c3d\u7ba1\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u5728\u591a\u4e2a\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u6210\u6548\uff0c\u4f46\u4ecd\u9762\u4e34\u4e00\u4e9b\u6280\u672f\u6311\u6218\uff0c\u5982\u76ee\u6807\u8bc6\u522b\u7cbe\u5ea6\u3001\u98de\u884c\u5b89\u5168\u3001\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4\u7b49\u95ee\u9898\u3002\u9488\u5bf9\u8fd9\u4e9b\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u76f8\u5e94\u7684\u6539\u8fdb\u7b56\u7565\uff0c\u5305\u62ec\u4f18\u5316\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u3001\u589e\u5f3a\u98de\u884c\u5b89\u5168\u63aa\u65bd\u4ee5\u53ca\u52a0\u5f3a\u6570\u636e\u52a0\u5bc6\u548c\u9690\u79c1\u4fdd\u62a4\u6280\u672f\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u603b\u4e4b\uff0c\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4ee3\u8868\u4e86\u73b0\u4ee3\u5de1\u68c0\u6280\u672f\u7684\u524d\u6cbf\u53d1\u5c55\uff0c\u878d\u5408\u4e86\u591a\u79cd\u5148\u8fdb\u6280\u672f\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u9ad8\u6548\u3001\u7cbe\u51c6\u3001\u5b89\u5168\u7684\u5de1\u68c0\u89e3\u51b3\u65b9\u6848\uff0c\u63a8\u52a8\u4e86\u5404\u884c\u4e1a\u8fd0\u7ef4\u7ba1\u7406\u7684\u667a\u80fd\u5316\u8fdb\u7a0b\u3002\u672a\u6765\uff0c\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u6709\u671b\u5728\u66f4\u591a\u9886\u57df\u5f97\u5230\u5e94\u7528\uff0c\u4e3a\u884c\u4e1a\u5b89\u5168\u548c\u53d1\u5c55\u63d0\u4f9b\u66f4\u52a0\u5168\u9762\u3001\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e8c\u3001 \u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u5728\u7535\u529b\u7ebf\u8def\u5de1\u68c0\u4e2d\u7684\u5177\u4f53\u5e94\u7528\u6848\u4f8b<\/h2>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u5728\u7535\u529b\u7ebf\u8def\u5de1\u68c0\u4e2d\u7684\u5177\u4f53\u5e94\u7528\u6848\u4f8b\u548c\u6548\u679c\u8bc4\u4f30\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30001. \u5177\u4f53\u5e94\u7528\u6848\u4f8b<\/h3>\n\n\n\n<p>\u3000\u3000\u5c71\u4e1c\u9ec4\u91d1\u7535\u529b\u6709\u9650\u516c\u53f8\u5229\u7528\u56fa\u5b9a\u5f0f\u65e0\u4eba\u673a\u81ea\u52a8\u673a\u573a\u5bf9\u65e0\u4eba\u673a\u4e0b\u53d1\u81ea\u52a8\u5de1\u68c0\u4efb\u52a1\uff0c\u901a\u8fc7\u65e0\u4eba\u673a\u591a\u529f\u80fd\u4e91\u53f0\u76f8\u673a\u5bf9\u5de1\u68c0\u6746\u5854\u3001\u5bfc\u7ebf\u8fdb\u884c\u62cd\u7167\uff0c\u5b9e\u73b0\u9ad8\u8d28\u91cf\u3001\u9ad8\u9891\u6b21\u7684\u81ea\u4e3b\u5de1\u68c0\u3002\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u53ef\u4ee5\u521b\u5efa\u3001\u4e0b\u53d1\u3001\u6267\u884c\u5de1\u68c0\u4efb\u52a1\uff0c\u5e76\u751f\u6210\u5de1\u68c0\u62a5\u544a\uff0c\u901a\u8fc7GIS\u5e73\u53f0\u5c55\u793a\u7535\u529b\u7ebf\u8def\u4e09\u7ef4\u5de1\u68c0\u901a\u9053\uff0c\u5b9e\u73b0\u9690\u60a3\u53ef\u89c6\u5316\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5e7f\u4e1c\u7535\u7f51\u516c\u53f8\u7535\u529b\u79d1\u5b66\u7814\u7a76\u9662\u5f00\u53d1\u4e86\u5927\u578b\u65e0\u4eba\u76f4\u5347\u673a\u591a\u4f20\u611f\u5668\u3001\u5168\u81ea\u52a8\u5de1\u68c0\u6280\u672f\u3002\u8be5\u6280\u672f\u5305\u62ec\u65e0\u4eba\u673a\u6309\u98de\u884c\u8ba1\u5212\u548c\u822a\u8ff9\u89c4\u5212\u81ea\u52a8\u5b89\u5168\u98de\u884c\uff0c\u4efb\u52a1\u8bbe\u5907\u6309\u4efb\u52a1\u89c4\u5212\u81ea\u52a8\u6267\u884c\u68c0\u6d4b\u4efb\u52a1\uff0c\u5e76\u5bf9\u5de1\u68c0\u6570\u636e\u8fdb\u884c\u9ad8\u6548\u5904\u7406\u548c\u667a\u80fd\u8bca\u65ad\u3002\u8fd9\u4e00\u6280\u672f\u5df2\u5728\u5357\u65b9\u7535\u7f51\u5b9e\u73b0\u4e86\u89c4\u6a21\u5316\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u77f3\u5bb6\u5e84\u94c1\u9053\u5927\u5b66\u7684\u7814\u7a76\u8868\u660e\uff0c\u65e0\u4eba\u673a\u642d\u8f7d\u9ad8\u5206\u8fa8\u7387\u76f8\u673a\u3001\u7ea2\u5916\u70ed\u50cf\u4eea\u548c\u6fc0\u5149\u96f7\u8fbe\u7b49\u4f20\u611f\u5668\uff0c\u80fd\u591f\u81ea\u52a8\u6536\u96c6\u5927\u91cf\u56fe\u50cf\u548c\u4f20\u611f\u5668\u6570\u636e\uff0c\u5bf9\u7535\u529b\u8bbe\u65bd\u7684\u8fd0\u884c\u72b6\u6001\u548c\u5065\u5eb7\u7a0b\u5ea6\u8fdb\u884c\u5206\u6790\u3002\u8fd9\u4e9b\u6570\u636e\u6709\u52a9\u4e8e\u53d1\u73b0\u53ef\u80fd\u5b58\u5728\u7684\u6545\u969c\u70b9\uff0c\u5e76\u901a\u8fc7\u65e0\u7ebf\u7f51\u7edc\u5b9e\u65f6\u4f20\u8f93\u81f3\u5730\u9762\u63a7\u5236\u4e2d\u5fc3\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30002. \u6548\u679c\u8bc4\u4f30<\/h3>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u663e\u8457\u63d0\u9ad8\u4e86\u7535\u529b\u7ebf\u8def\u5de1\u68c0\u7684\u6548\u7387\u548c\u5b89\u5168\u6027\u3002\u4f8b\u5982\uff0c\u5728\u9ad8\u538b\u8f93\u914d\u7535\u7ebf\u8def\u4e2d\uff0c\u65e0\u4eba\u673a\u81ea\u4e3b\u5de1\u68c0\u51cf\u5c11\u4e86\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u5347\u4e86\u5de1\u68c0\u901f\u5ea6\u548c\u51c6\u786e\u6027\u3002\u6b64\u5916\uff0c\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\u80fd\u591f\u5b9e\u65f6\u611f\u77e5\u914d\u7535\u7f51\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u5e76\u53ca\u65f6\u62a5\u8b66\u548c\u7ed9\u51fa\u51b3\u7b56\u5efa\u8bae\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5de1\u68c0\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u6709\u6548\u51cf\u5c11\u4e86\u65e0\u6548\u6570\u636e\uff0c\u964d\u4f4e\u4e86\u540e\u7aef\u8fd0\u7ef4\u4eba\u5458\u7684\u5de5\u4f5c\u91cf\u3002\u4f8b\u5982\uff0c\u81ea\u4e3b\u4e91\u53f0\u8c03\u6574\u62cd\u6444\u65b9\u5f0f\u6452\u5f03\u4e86\u624b\u52a8\u64cd\u4f5c\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u5355\u5854\u5de1\u68c0\u65f6\u95f4\uff0c\u63d0\u9ad8\u4e86\u65e0\u4eba\u673a\u5355\u6b21\u5de1\u68c0\u8303\u56f4\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5728\u7d27\u6025\u60c5\u51b5\u4e0b\uff0c\u65e0\u4eba\u673a\u80fd\u8fc5\u901f\u51fa\u52a8\uff0c\u7f29\u77ed\u62a2\u4fee\u65f6\u95f4\u3002\u4f8b\u5982\uff0c\u5728\u6e5b\u6c5f\u7535\u7f51\u53f0\u98ce\u5e94\u6025\u5de1\u68c0\u4e2d\uff0c\u65e0\u4eba\u673a\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\uff0c\u5feb\u901f\u5230\u8fbe\u6545\u969c\u73b0\u573a\u5e76\u667a\u80fd\u8bc6\u522b\u8bbe\u5907\u635f\u574f\u60c5\u51b5\uff0c\u52a0\u5feb\u4e86\u5e94\u6025\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u642d\u8f7d\u7684\u591a\u4f20\u611f\u5668\u8bbe\u5907\u53ef\u4ee5\u6355\u6349\u8f93\u7535\u7ebf\u8def\u3001\u6746\u5854\u548c\u53d8\u7535\u7ad9\u7684\u5177\u4f53\u4fe1\u606f\uff0c\u5e76\u901a\u8fc7\u56fe\u50cf\u5904\u7406\u8f6f\u4ef6\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u8fc7\u65e0\u7ebf\u7f51\u7edc\u5b9e\u65f6\u4f20\u8f93\u81f3\u5730\u9762\u63a7\u5236\u4e2d\u5fc3\uff0c\u5de5\u4f5c\u4eba\u5458\u5229\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u9ad8\u4e86\u6570\u636e\u5904\u7406\u548c\u5e94\u6025\u54cd\u5e94\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e09\u3001 \u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u7684\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u4ee5\u63d0\u9ad8\u76ee\u6807\u8bc6\u522b\u7cbe\u5ea6?<\/h2>\n\n\n\n<p>\u3000\u3000\u8981\u4f18\u5316\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u7684\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u4ee5\u63d0\u9ad8\u76ee\u6807\u8bc6\u522b\u7cbe\u5ea6\uff0c\u53ef\u4ee5\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u5165\u624b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30001.&nbsp;<strong>\u6539\u8fdb\u7f51\u7edc\u7ed3\u6784<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u4f7f\u7528\u6539\u8fdb\u7684YOLOv5s\u6a21\u578b\uff0c\u5982YOLOv5sm+\uff0c\u901a\u8fc7\u8c03\u6574\u7f51\u7edc\u5bbd\u5ea6\u548c\u6df1\u5ea6\u6765\u63d0\u9ad8\u68c0\u6d4b\u7cbe\u5ea6\u3002YOLOv5sm+\u8fd8\u5f15\u5165\u4e86\u7279\u5f81\u878d\u5408\u6a21\u5757SCAM\uff0c\u901a\u8fc7\u5c40\u90e8\u7279\u5f81\u81ea\u76d1\u7763\u7684\u65b9\u5f0f\u63d0\u9ad8\u7ec6\u8282\u4fe1\u606f\u5229\u7528\u7387\uff0c\u5e76\u901a\u8fc7\u591a\u5c3a\u5ea6\u7279\u5f81\u6709\u6548\u878d\u5408\u63d0\u9ad8\u4e2d\u5927\u76ee\u6807\u7684\u5206\u7c7b\u7cbe\u5ea6\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5728YOLOv5\u7684\u57fa\u7840\u4e0a\uff0c\u6dfb\u52a0\u989d\u5916\u9884\u6d4b\u6a21\u578b\u4ee5\u8bc6\u522b\u4e0d\u540c\u5c3a\u5ea6\u7684\u76ee\u6807\uff0c\u5e76\u4fee\u6539\u635f\u5931\u51fd\u6570\uff0c\u5bf9\u5927\u76ee\u6807\u60e9\u7f5a\u66f4\u591a\uff0c\u53cd\u4e4b\u4ea6\u7136\uff0c\u4ee5\u9f13\u52b1\u8bc6\u522b\u5c0f\u76ee\u6807\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30002.&nbsp;<strong>\u4f18\u5316\u7279\u5f81\u63d0\u53d6\u80fd\u529b<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u5f15\u5165\u7a7a\u6d1e\u5377\u79ef\u548c\u8d85\u8f7b\u91cf\u5b50\u7ea7\u5b50\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236(ULSAM)\uff0c\u4ee5\u63d0\u9ad8\u7279\u5f81\u63d0\u53d6\u548c\u76ee\u6807\u68c0\u6d4b\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5728\u9aa8\u5e72\u7f51\u7edc\u4e2d\u5f15\u5165\u901a\u9053\u5168\u5c40\u6ce8\u610f\u529b\u673a\u5236\uff0c\u964d\u4f4e\u5197\u4f59\u4fe1\u606f\u5bf9\u6a21\u578b\u7684\u5e72\u6270\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30003.&nbsp;<strong>\u6570\u636e\u589e\u5f3a\u4e0e\u9884\u5904\u7406<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u8fdb\u884c\u6570\u636e\u589e\u5f3a\uff0c\u5982\u56fe\u50cf\u6a21\u7cca\u3001\u76ee\u6807\u65cb\u8f6c\u548c\u6570\u636e\u626d\u66f2\u7b49\u6280\u672f\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5bf9\u4e8e\u590d\u6742\u80cc\u666f\u4e0b\u7684\u56fe\u50cf\uff0c\u53ef\u4ee5\u901a\u8fc7\u56fe\u50cf\u9884\u5904\u7406\u6280\u672f\uff0c\u5982\u7070\u5ea6\u5339\u914d\u548cSIFT\u7279\u5f81\u5339\u914d\uff0c\u6765\u63d0\u9ad8\u56fe\u50cf\u8d28\u91cf\uff0c\u4ece\u800c\u63d0\u5347\u8bc6\u522b\u7cbe\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30004.&nbsp;<strong>\u635f\u5931\u51fd\u6570\u4f18\u5316<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u4fee\u6539\u635f\u5931\u51fd\u6570\uff0c\u5982\u5f15\u5165DIoU\u635f\u5931\u51fd\u6570\uff0c\u4f7f\u9884\u6d4b\u6846\u5b9a\u4f4d\u66f4\u52a0\u51c6\u786e\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u4f7f\u7528\u57fa\u4e8e\u6700\u4f18\u4f20\u8f93\u7684\u5b9e\u4f8b-\u4ee3\u7406\u5339\u914d\u635f\u5931\uff0c\u4ee5\u89e3\u51b3\u591a\u4ee3\u7406\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u503e\u5411\u4e8e\u584c\u7f29\u4e3a\u76f8\u4f3c\u4ee3\u7406\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30005.&nbsp;<strong>\u591a\u4ee3\u7406\u68c0\u6d4b\u7f51\u7edc\u8bbe\u8ba1<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u91c7\u7528\u591a\u4ee3\u7406\u5206\u7c7b\u5934\u548cBag-of-Instance-Words (BoIW) \u6a21\u578b\uff0c\u901a\u8fc7\u6784\u5efa\u8bcd\u6c47\u8868\u5e76\u66f4\u65b0\u8bcd\u6c47\u8868\u4e2d\u7684\u5143\u7d20\uff0c\u4ee5\u63d0\u9ad8\u4ee3\u7406\u7684\u4ee3\u8868\u6027\uff0c\u4ece\u800c\u63d0\u9ad8\u5206\u7c7b\u7684\u7075\u6d3b\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30006.&nbsp;<strong>\u8f7b\u91cf\u5316\u4e0e\u63a8\u7406\u901f\u5ea6\u4f18\u5316<\/strong>\uff1a<\/h3>\n\n\n\n<p>\u3000\u3000\u8bbe\u8ba1\u8f7b\u91cf\u7ea7\u65e0\u4eba\u673a\u56fe\u50cf\u76ee\u6807\u68c0\u6d4b\u65b9\u6cd5\uff0c\u5982YOLOv5sm\uff0c\u901a\u8fc7\u589e\u5bbd\u6a21\u578b\u3001\u5f15\u5165\u6b8b\u5dee\u5757\u548c\u6df7\u5408\u6b8b\u5dee\u7a7a\u6d1e\u5377\u79ef\u6a21\u5757\u7b49\u6280\u672f\u6765\u589e\u5f3a\u7279\u5f81\u63d0\u53d6\u80fd\u529b\uff0c\u5e76\u63d0\u51fa\u8de8\u9636\u6bb5\u6ce8\u610f\u529b\u6a21\u5757(SCAM)\u6765\u5e73\u8861\u8ba1\u7b97\u6210\u672c\u548c\u7269\u4f53\u5c3a\u5ea6\u65b9\u5dee\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u7ed3\u5408YOLOv5s\u7684\u5b9e\u65f6\u6027\u548c\u51c6\u786e\u6027\u7684\u5355\u9636\u6bb5\u76ee\u6807\u68c0\u6d4b\u65b9\u6cd5\uff0c\u5728VisDrone\u548cDIOR\u4e24\u4e2a\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u7ed3\u679c\u8868\u660e\u8be5\u65b9\u6cd5\u5177\u6709\u8f83\u9ad8\u7684\u51c6\u786e\u7387\u548c\u8f83\u5feb\u7684\u68c0\u6d4b\u901f\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u56db\u3001 \u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4e2d\u98de\u884c\u5b89\u5168\u63aa\u65bd\u7684\u6700\u65b0\u6280\u672f<\/h2>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4e2d\u98de\u884c\u5b89\u5168\u63aa\u65bd\u7684\u6700\u65b0\u6280\u672f\u548c\u5b9e\u8df5\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u591a\u4f20\u611f\u5668\u96c6\u6210\u4e0e\u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1a\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\u901a\u8fc7\u96c6\u6210\u591a\u79cd\u4f20\u611f\u5668(\u5982\u5fae\u578b\u673a\u8f7d\u6fc0\u5149\u96f7\u8fbe\u3001\u9ad8\u5149\u8c31\u4f20\u611f\u5668\u7b49)\uff0c\u5b9e\u73b0\u5bf9\u8f93\u7535\u7ebf\u8def\u7684\u5b9e\u65f6\u8ffd\u8e2a\u548c\u7f3a\u9677\u9690\u60a3\u5206\u6790\u3002\u8fd9\u4e9b\u4f20\u611f\u5668\u80fd\u591f\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u7684\u6570\u636e\uff0c\u5e2e\u52a9\u65e0\u4eba\u673a\u5728\u98de\u884c\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u5b9e\u65f6\u68c0\u6d4b\u548c\u9884\u8b66\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u81ea\u52a8\u5316\u63a7\u5236\u4e0e\u822a\u7ebf\u89c4\u5212<\/strong>\uff1a\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\u91c7\u7528\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\uff0c\u7ed3\u5408\u4e09\u7ef4\u822a\u7ebf\u81ea\u52a8\u89c4\u5212\u6280\u672f\uff0c\u786e\u4fdd\u65e0\u4eba\u673a\u6309\u7167\u9884\u8bbe\u7684\u5b89\u5168\u822a\u7ebf\u8fdb\u884c\u5de1\u68c0\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u8fd8\u652f\u6301\u591a\u673a\u534f\u540c\u4f5c\u4e1a\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u63a7\u5236\u6280\u672f\u5b9e\u73b0\u96c6\u7fa4\u5de1\u68c0\u4efb\u52a1\u7684\u5168\u81ea\u52a8\u5316\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5bb9\u9519\u63a7\u5236\u4e0e\u5b89\u5168\u7740\u9646<\/strong>\uff1a\u65e0\u4eba\u673a\u7684\u5b89\u5168\u63a7\u5236\u7cfb\u7edf\u91c7\u7528\u5bb9\u9519\u63a7\u5236\u6280\u672f\uff0c\u80fd\u591f\u5728\u5173\u952e\u90e8\u4ef6\u5931\u6548\u7684\u60c5\u51b5\u4e0b\u4fdd\u8bc1\u5b89\u5168\u7740\u9646\u3002\u4f8b\u5982\uff0c\u5229\u7528PI\u63a7\u5236\u5668\u5b9e\u73b0\u5355\u4e2a\u5347\u964d\u526f\u7ffc\u5361\u6b7b\u6761\u4ef6\u4e0b\u7684\u5b89\u5168\u7740\u9646\uff0c\u5e76\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u98de\u884c\u72b6\u6001\uff0c\u5728\u5b89\u5168\u9690\u60a3\u53d1\u751f\u540e\u542f\u52a8\u5b89\u5168\u64cd\u4f5c\u7a0b\u5e8f\uff0c\u9632\u6b62\u98de\u673a\u5931\u63a7\u548c\u6f5c\u5728\u7684\u7ed3\u6784\u635f\u574f\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u8fdc\u7a0b\u64cd\u63a7\u4e0e\u667a\u80fd\u5316\u7ba1\u7406<\/strong>\uff1a\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\u652f\u6301\u8fdc\u7a0b\u64cd\u63a7\u548c\u81ea\u4e3b\u4f5c\u4e1a\uff0c\u964d\u4f4e\u4e86\u4eba\u5458\u53c2\u4e0e\u7a0b\u5ea6\u3002\u7cfb\u7edf\u8fd8\u5177\u5907\u81ea\u52a8\u5145\u7535\u529f\u80fd\uff0c\u652f\u6301\u591a\u673a\u534f\u540c\u4f5c\u4e1a\u548c\u957f\u822a\u65f6\u98de\u884c\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u822a\u7ebf\u7ba1\u7406\u5e73\u53f0\uff0c\u53ef\u4ee5\u8fdc\u7a0b\u6d3e\u53d1\u5de1\u68c0\u4efb\u52a1\u3001\u5b9e\u65f6\u67e5\u770b\u5de1\u68c0\u4f5c\u4e1a\u73b0\u573a\u753b\u9762\uff0c\u5e76\u5168\u5c40\u76d1\u63a7\u5de1\u68c0\u4efb\u52a1\u8fdb\u5ea6\uff0c\u63d0\u9ad8\u4e86\u7ba1\u7406\u6c34\u5e73\u548c\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u80fd\u6570\u636e\u5904\u7406\u4e0e\u53ef\u89c6\u5316\u5206\u6790<\/strong>\uff1a\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\u91c7\u7528\u5148\u8fdb\u7684\u6570\u636e\u5904\u7406\u6280\u672f\uff0c\u80fd\u591f\u5bf9\u6d77\u91cf\u5de1\u68c0\u6570\u636e\u8fdb\u884c\u81ea\u52a8\u5904\u7406\u3001\u65e0\u7f1d\u878d\u5408\u4e0e\u9ad8\u6548\u5efa\u6a21\u3002\u901a\u8fc7\u6784\u5efa\u9762\u5411\u7535\u529b\u5de1\u68c0\u5e94\u7528\u7684\u8f93\u7535\u7ebf\u8def\u7f3a\u9677\u9690\u60a3\u6a21\u578b\u5e93\u53ca\u667a\u80fd\u5206\u6790\u7cfb\u7edf\uff0c\u5b9e\u73b0\u65e0\u4eba\u673a\u7535\u529b\u5de1\u68c0\u7684\u667a\u80fd\u5316\u548c\u9ad8\u6548\u5316\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5b89\u5168\u964d\u843d\u786e\u8ba4\u4e0e\u7ed5\u884c\u7b56\u7565\u4f18\u5316<\/strong>\uff1a\u5728\u519c\u4e1a\u65e0\u4eba\u673a\u9886\u57df\uff0c\u6700\u65b0\u7684\u56fa\u4ef6\u66f4\u65b0\u4e2d\u5f15\u5165\u4e86\u5b89\u5168\u964d\u843d\u786e\u8ba4\u5f00\u5173\uff0c\u5e76\u4f18\u5316\u4e86\u7ed5\u884c\u7b56\u7565\u4ee5\u63d0\u5347\u98de\u884c\u5b89\u5168\u6027\u3002\u8fd9\u4e9b\u63aa\u65bd\u6709\u52a9\u4e8e\u5728\u590d\u6742\u73af\u5883\u4e2d\u786e\u4fdd\u65e0\u4eba\u673a\u7684\u5b89\u5168\u964d\u843d\u548c\u7ed5\u884c\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u80fd\u98de\u884c\u7535\u6c60\u4e0e\u5145\u7535\u7ad9\u4f18\u5316<\/strong>\uff1a\u4e3a\u4e86\u63d0\u5347\u4f5c\u4e1a\u6548\u7387\u53ca\u5b89\u5168\u6027\u80fd\uff0c\u65e0\u4eba\u673a\u7cfb\u7edf\u8fdb\u884c\u4e86\u591a\u9879\u56fa\u4ef6\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u4f18\u5316\uff0c\u5305\u62ec\u667a\u80fd\u98de\u884c\u7535\u6c60\u56fa\u4ef6\u5347\u7ea7\u3001\u5145\u7535\u7ad9\u4e0e\u5145\u7535\u5668\u7684\u517c\u5bb9\u6027\u4fee\u590d\u7b49\u3002\u8fd9\u4e9b\u4f18\u5316\u63aa\u65bd\u6709\u52a9\u4e8e\u63d0\u9ad8\u65e0\u4eba\u673a\u7684\u7eed\u822a\u80fd\u529b\u548c\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e94\u3001 \u5728\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4e2d\uff0c\u5982\u4f55\u52a0\u5f3a\u6570\u636e\u52a0\u5bc6\u548c\u9690\u79c1\u4fdd\u62a4\u6280\u672f?<\/h2>\n\n\n\n<p>\u3000\u3000\u5728\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u4e2d\uff0c\u52a0\u5f3a\u6570\u636e\u52a0\u5bc6\u548c\u9690\u79c1\u4fdd\u62a4\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6570\u636e\u52a0\u5bc6<\/strong>\uff1a\u786e\u4fdd\u6536\u96c6\u7684\u6570\u636e\u5728\u5b58\u50a8\u548c\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u5f97\u5230\u4fdd\u62a4\uff0c\u9632\u6b62\u6570\u636e\u6cc4\u9732\u3002\u4f8b\u5982\uff0c\u4f7f\u7528AES-XTS\u52a0\u5bc6\u7b97\u6cd5\u5bf9SD\u5361\u4e0a\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5bc6\uff0c\u63d0\u4f9b51\u4f4d\u5bc6\u94a5\u4fdd\u62a4\uff0c\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\u3002\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u91c7\u7528\u533a\u5757\u94fe\u6280\u672f\u6765\u52a0\u5bc6\u5b58\u50a8\u6570\u636e\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u8bbf\u95ee\u63a7\u5236\u4e0e\u7528\u6237\u8ba4\u8bc1<\/strong>\uff1a\u5b9e\u65bd\u4e25\u683c\u7684\u8bbf\u95ee\u63a7\u5236\u548c\u7528\u6237\u8ba4\u8bc1\u673a\u5236\uff0c\u9632\u6b62\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u591a\u56e0\u7d20\u8ba4\u8bc1\u3001\u8bbf\u95ee\u63a7\u5236\u548c\u7528\u6237\u6743\u9650\u7ba1\u7406\u6765\u51cf\u5c11\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u98ce\u9669\u3002\u65e0\u4eba\u673a\u5728\u6536\u96c6\u6570\u636e\u524d\u9700\u8981\u6ce8\u518c\uff0c\u5e76\u4f7f\u7528\u667a\u80fd\u5408\u7ea6\u6765\u7ba1\u7406\u6570\u636e\u8bbf\u95ee\u6743\u9650\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5b9a\u671f\u5b89\u5168\u5ba1\u8ba1\u4e0e\u6f0f\u6d1e\u8bc4\u4f30<\/strong>\uff1a\u5b9a\u671f\u8fdb\u884c\u5b89\u5168\u5ba1\u8ba1\u548c\u6f0f\u6d1e\u8bc4\u4f30\uff0c\u66f4\u65b0\u65e0\u4eba\u673a\u7cfb\u7edf\u7684\u8f6f\u4ef6\u548c\u56fa\u4ef6\uff0c\u53ca\u65f6\u53d1\u73b0\u5e76\u4fee\u590d\u6f5c\u5728\u6f0f\u6d1e\u3002\u8fd9\u6709\u52a9\u4e8e\u63d0\u9ad8\u7cfb\u7edf\u7684\u6574\u4f53\u5b89\u5168\u6027\uff0c\u9632\u6b62\u6076\u610f\u8f6f\u4ef6\u548c\u7f51\u7edc\u653b\u51fb\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u901a\u4fe1\u52a0\u5bc6<\/strong>\uff1a\u4f7f\u7528\u52a0\u5bc6\u6280\u672f\u4fdd\u62a4\u901a\u4fe1\u6e20\u9053\uff0c\u786e\u4fdd\u6570\u636e\u4fdd\u5bc6\u6027\u548c\u5b8c\u6574\u6027\u3002\u4f8b\u5982\uff0c\u901a\u8fc7WPA2(802.1x\u89c4\u8303)\u8fdb\u884c\u8ba4\u8bc1\u548c\u52a0\u5bc6\uff0c\u57fa\u4e8eAES CCMP\u52a0\u5bc6\u673a\u5236\uff0c\u786e\u4fdd\u7f51\u7edc\u94fe\u63a5\u7684\u5b8c\u6574\u6027\u548c\u5b89\u5168\u6027\u3002\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u91c7\u7528\u9891\u7387\u8df3\u8dc3\u6216\u6269\u9891\u6280\u672f\u6765\u589e\u52a0\u653b\u51fb\u8005\u5e72\u6270\u901a\u4fe1\u4fe1\u53f7\u7684\u96be\u5ea6\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u533a\u5757\u94fe\u6280\u672f\u7684\u5e94\u7528<\/strong>\uff1a\u5229\u7528\u533a\u5757\u94fe\u6280\u672f\u6765\u589e\u5f3a\u6570\u636e\u5b89\u5168\u548c\u9690\u79c1\u4fdd\u62a4\u3002\u533a\u5757\u94fe\u901a\u8fc7\u54c8\u5e0c\u51fd\u6570\u548c\u692d\u5706\u66f2\u7ebf\u52a0\u5bc6\u7b49\u6280\u672f\u4fdd\u969c\u6570\u636e\u5b89\u5168\uff0c\u901a\u8fc7\u5171\u8bc6\u673a\u5236\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\uff0c\u901a\u8fc7\u52a0\u5bc6\u7b97\u6cd5\u786e\u4fdd\u6570\u636e\u673a\u5bc6\u6027\u548c\u5b89\u5168\u6027\u3002\u4f8b\u5982\uff0c\u5728\u4ee5\u592a\u574a\u533a\u5757\u94fe\u4e0a\u5b58\u50a8\u4fe1\u606f\uff0c\u5e76\u5229\u7528Ganache\u5e73\u53f0\u786e\u4fdd\u5b89\u5168\u3001\u79c1\u5bc6\u7684\u533a\u5757\u94fe\u4ea4\u6613\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6570\u636e\u6700\u5c0f\u5316<\/strong>\uff1a\u4ec5\u6536\u96c6\u548c\u4fdd\u7559\u5fc5\u8981\u7684\u6570\u636e\uff0c\u51cf\u5c11\u6570\u636e\u6cc4\u9732\u7684\u98ce\u9669\u3002\u8fd9\u6709\u52a9\u4e8e\u964d\u4f4e\u56e0\u6570\u636e\u8fc7\u591a\u800c\u5e26\u6765\u7684\u5b89\u5168\u98ce\u9669\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6559\u80b2\u65e0\u4eba\u673a\u64cd\u4f5c\u5458<\/strong>\uff1a\u63d0\u9ad8\u65e0\u4eba\u673a\u64cd\u4f5c\u5458\u5bf9\u6570\u636e\u4fdd\u62a4\u548c\u9690\u79c1\u7684\u6700\u4f73\u5b9e\u8df5\u7684\u8ba4\u8bc6\uff0c\u786e\u4fdd\u65e0\u4eba\u673a\u7fa4\u5185\u7684\u6570\u636e\u5904\u7406\u8d1f\u8d23\u4efb\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u76d1\u6d4b\u4fe1\u53f7\u4e2d\u65ad<\/strong>\uff1a\u901a\u8fc7\u4fe1\u53f7\u5f3a\u5ea6\u5206\u6790\u548c\u5b9e\u65bd\u6709\u5f39\u6027\u7684\u901a\u4fe1\u534f\u8bae\uff0c\u68c0\u6d4b\u548c\u7f13\u89e3\u5e72\u6270\u5c1d\u8bd5\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u547d\u4ee4\u8ba4\u8bc1\u4e0e\u9a8c\u8bc1<\/strong>\uff1a\u5efa\u7acb\u65e0\u4eba\u673a\u7fa4\u5185\u547d\u4ee4\u4ea4\u6362\u7684\u8ba4\u8bc1\u548c\u9a8c\u8bc1\u534f\u8bae\uff0c\u9632\u6b62\u672a\u7ecf\u6388\u6743\u7684\u901a\u4fe1\u5e72\u6270\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u516d\u3001 \u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u9762\u4e34\u7684\u4e3b\u8981\u6280\u672f\u6311\u6218<\/h2>\n\n\n\n<p>\u3000\u3000\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u5728\u7535\u529b\u3001\u98ce\u7535\u7b49\u9886\u57df\u7684\u5e94\u7528\u4e2d\uff0c\u9762\u4e34\u7684\u4e3b\u8981\u6280\u672f\u6311\u6218\u548c\u6539\u8fdb\u7b56\u7565\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30001. \u4e3b\u8981\u6280\u672f\u6311\u6218<\/h3>\n\n\n\n<p>\u3000\u3000<strong>\u7eed\u822a\u80fd\u529b\u6709\u9650<\/strong>\uff1a\u65e0\u4eba\u673a\u673a\u8f7d\u7535\u6c60\u5bb9\u91cf\u53d7\u9650\uff0c\u5bfc\u81f4\u5176\u7eed\u822a\u80fd\u529b\u8f83\u5f31\uff0c\u4e0d\u80fd\u6267\u884c\u957f\u65f6\u95f4\u3001\u5927\u89c4\u6a21\u7684\u5de1\u68c0\u4efb\u52a1\u3002\u5c0f\u578b\u65e0\u4eba\u673a\u6bcf\u6b21\u98de\u884c\u65f6\u95f4\u4e0d\u8d85\u8fc730\u5206\u949f\uff0c\u9650\u5236\u4e86\u5de1\u68c0\u8ddd\u79bb\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u64cd\u4f5c\u4f9d\u8d56\u4eba\u5de5<\/strong>\uff1a\u5c3d\u7ba1\u65e0\u4eba\u673a\u5de1\u68c0\u80fd\u663e\u8457\u964d\u4f4e\u6210\u672c\u548c\u52b3\u52a8\u5f3a\u5ea6\uff0c\u4f46\u5176\u64cd\u4f5c\u4ecd\u4f9d\u8d56\u4e8e\u5de1\u68c0\u4eba\u5458\u7684\u624b\u52a8\u64cd\u63a7\uff0c\u5bfc\u81f4\u5de1\u68c0\u6548\u7387\u4e0d\u9ad8\uff0c\u4e14\u5b58\u5728\u64cd\u4f5c\u98ce\u9669\u548c\u7167\u7247\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50\u7684\u95ee\u9898\u3002\u6b64\u5916\uff0c\u65e0\u4eba\u673a\u9700\u8981\u8ddd\u79bb\u6746\u58541-2\u7c73\u8fdb\u884c\u62cd\u6444\uff0c\u5bf9\u4f5c\u4e1a\u4eba\u5458\u7684\u98de\u884c\u6280\u80fd\u8981\u6c42\u6781\u9ad8\uff0c\u64cd\u4f5c\u8d77\u6765\u6807\u51c6\u4e0d\u7edf\u4e00\u3001\u5b89\u5168\u98ce\u9669\u5927\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6570\u636e\u7ba1\u7406\u548c\u5171\u4eab\u56f0\u96be<\/strong>\uff1a\u5de1\u68c0\u4efb\u52a1\u91cd\uff0c\u5de1\u68c0\u7167\u7247\u547d\u540d\u6613\u91cd\u590d\uff0c\u5de1\u68c0\u6570\u636e\u6613\u6df7\u4e71\uff0c\u65e0\u6cd5\u6839\u636e\u5730\u7406\u4f4d\u7f6e\u76f4\u63a5\u5448\u73b0\u6240\u6709\u5de1\u68c0\u6570\u636e\u3002\u591a\u5355\u4f4d\u7ba1\u7406\u5de1\u68c0\u7684\u8def\u7ebf\uff0c\u5de1\u68c0\u62a5\u544a\u4ecd\u987b\u4eba\u5de5\u64b0\u5199\uff0c\u5de1\u68c0\u6570\u636e\u65e0\u6cd5\u5b9e\u65f6\u5171\u4eab\uff0c\u5bb9\u6613\u4ea7\u751f\u65f6\u95f4\u5dee\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u590d\u6742\u73af\u5883\u9002\u5e94\u6027\u5dee<\/strong>\uff1a\u5728\u4e18\u9675\u3001\u5c71\u5730\u3001\u6c34\u9762\u7b49\u590d\u6742\u5730\u5f62\u4e0b\u5de1\u68c0\u96be\u5ea6\u8f83\u5927\uff0c\u4e14\u5728\u6df1\u8fdc\u6d77\u98ce\u7535\u573a\u7b49\u7279\u6b8a\u73af\u5883\u4e0b\uff0c\u7f3a\u4e4f\u6210\u719f\u7684\u6280\u672f\u89c4\u8303\u548c\u56fe\u50cf\u62cd\u6444\u89c4\u8303\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u80fd\u5316\u7a0b\u5ea6\u4e0d\u8db3<\/strong>\uff1a\u5c3d\u7ba1\u65e0\u4eba\u673a\u5df2\u5728\u7535\u529b\u5de1\u68c0\u4e2d\u5f97\u5230\u4e00\u5b9a\u5e94\u7528\uff0c\u4f46\u5176\u667a\u80fd\u5316\u7a0b\u5ea6\u4ecd\u9700\u63d0\u9ad8\u3002\u76ee\u524d\u7684\u6280\u672f\u5c1a\u672a\u6210\u719f\uff0c\u9700\u8981\u5728\u94c1\u5854\u9644\u8fd1\u5927\u91cf\u5efa\u8bbe\u575e\u7ad9\uff0c\u89e3\u51b3\u5145\u7535\u53ca\u901a\u4fe1\u95ee\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3000\u30002. \u6539\u8fdb\u7b56\u7565<\/h3>\n\n\n\n<p>\u3000\u3000<strong>\u63d0\u5347\u7eed\u822a\u80fd\u529b<\/strong>\uff1a\u901a\u8fc7\u6539\u8fdb\u7535\u6c60\u6280\u672f\u548c\u589e\u52a0\u5145\u7535\u8bbe\u65bd\u6765\u5ef6\u957f\u65e0\u4eba\u673a\u7684\u7eed\u822a\u65f6\u95f4\u3002\u4f8b\u5982\uff0c\u5728\u94c1\u5854\u9644\u8fd1\u5efa\u8bbe\u575e\u7ad9\u4ee5\u89e3\u51b3\u5145\u7535\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u80fd\u5316\u548c\u81ea\u4e3b\u5316<\/strong>\uff1a\u63a8\u52a8\u65e0\u4eba\u673a\u81ea\u4e3b\u5de1\u68c0\u5173\u952e\u6280\u672f\u7684\u53d1\u5c55\uff0c\u5305\u62ec\u590d\u6742\u573a\u666f\u5b9e\u65f6\u611f\u77e5\u4e0e\u907f\u89c4\u3001\u5b9e\u65f6\u76ee\u6807\u667a\u80fd\u8bc6\u522b\u4e0e\u8ddf\u8e2a\u3001\u667a\u80fd\u8def\u5f84\u89c4\u5212\u3001\u667a\u80fd\u98de\u884c\u63a7\u5236\u4e0e\u81ea\u4e3b\u51b3\u7b56\u7b49\u3002\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u548c\u6700\u4f18\u907f\u969c\u8def\u5f84\u81ea\u4e3b\u4fee\u6b63\u6280\u672f\uff0c\u63d0\u9ad8\u6545\u969c\u8bc6\u522b\u7cbe\u5ea6\u548c\u901f\u5ea6\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab<\/strong>\uff1a\u5efa\u7acb\u7edf\u4e00\u7684\u6570\u636e\u7ba1\u7406\u5e73\u53f0\uff0c\u5b9e\u73b0\u5de1\u68c0\u6570\u636e\u7684\u5b9e\u65f6\u5171\u4eab\u548c\u5206\u6790\u3002\u4f8b\u5982\uff0c\u901a\u8fc7GIS\u7ebf\u8def\u4e09\u7ef4\u5c55\u793a\u548c\u822a\u7ebf\u89c4\u5212\u8f6f\u4ef6\u6765\u63d0\u9ad8\u6570\u636e\u7ba1\u7406\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u63d0\u9ad8\u64cd\u4f5c\u81ea\u52a8\u5316\u6c34\u5e73<\/strong>\uff1a\u901a\u8fc7\u822a\u7ebf\u89c4\u5212\u8f6f\u4ef6\u3001\u822a\u7ebf\u7ba1\u7406\u5e73\u53f0\u548c\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7ec8\u7aef\u7684\u534f\u540c\u8fd0\u884c\uff0c\u5b9e\u73b0\u9ad8\u6548\u5316\u548c\u667a\u80fd\u5316\u7684\u5de1\u68c0\u4f5c\u4e1a\u65b9\u5f0f\u3002\u6b64\u5916\uff0c\u91c7\u7528\u591a\u673a\u591a\u4efb\u52a1\u534f\u540c\u63a7\u5236\u6280\u672f\uff0c\u51cf\u5c11\u5bf9\u4eba\u5de5\u64cd\u4f5c\u7684\u4f9d\u8d56\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u9002\u5e94\u590d\u6742\u73af\u5883<\/strong>\uff1a\u5f00\u53d1\u9002\u7528\u4e8e\u590d\u6742\u5730\u5f62\u548c\u7279\u6b8a\u73af\u5883\u7684\u65e0\u4eba\u673a\u5de1\u68c0\u7cfb\u7edf\uff0c\u4f8b\u5982\u57fa\u4e8e\u201c\u642d\u8f7d\u591a\u5149\u8c31\/\u4e09\u7ef4\u91cd\u5efa\u88c5\u7f6e\u7684\u81ea\u4e3b\u98de\u884c\u65e0\u4eba\u673a+\u5206\u5e03\u5f0f\u65e0\u4eba\u673a\u5de2\u5e03\u5c40+\u81ea\u4e3b\u98de\u884c\u4e91\u5e73\u53f0\u201d\u7684\u6280\u672f\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65e0\u4eba\u673a\u667a\u80fd\u5de1\u68c0\u7cfb\u7edf\u662f\u4e00\u79cd\u7ed3\u5408\u4e86\u65e0\u4eba\u673a\u6280\u672f\u3001\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u3001\u81ea\u4e3b\u5bfc\u822a\u6280\u672f\u4ee5\u53ca\u6570\u636e\u4f20\u8f93\u4e0e\u5206\u6790\u5904\u7406\u6280\u672f\u7684\u9ad8\u6548\u5de1\u68c0\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u7cfb\u7edf\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7535\u529b\u3001\u77f3\u6cb9\u3001\u4ea4\u901a\u3001\u519c\u4e1a\u3001\u73af\u4fdd\u7b49\u591a\u4e2a\u9886\u57df<\/p>\n","protected":false},"author":1,"featured_media":98487,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[36],"tags":[268,449],"class_list":["post-99498","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-xjxt","tag-wrjfk"],"_links":{"self":[{"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/posts\/99498","targetHints":{"allow":["GET"]}}],"collection":[{"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/comments?post=99498"}],"version-history":[{"count":0,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/posts\/99498\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/media\/98487"}],"wp:attachment":[{"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/media?parent=99498"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/categories?post=99498"},{"taxonomy":"post_tag","embeddable":true,"href":"\/\/www.viralrail.com\/wp-json\/wp\/v2\/tags?post=99498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}