{"id":7509,"date":"2026-07-04T01:59:14","date_gmt":"2026-07-03T17:59:14","guid":{"rendered":"https:\/\/silubaba.com.cn\/?p=7509"},"modified":"2026-07-04T02:04:43","modified_gmt":"2026-07-03T18:04:43","slug":"%e6%97%a0%e4%ba%ba%e6%9c%ba%e5%bd%b1%e5%83%8f%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e8%bd%af%e4%bb%b6%e8%af%a6%e7%bb%86%e5%bc%80%e5%8f%91%e6%96%87%e6%a1%a3%ef%bc%88%e5%ae%8c%e6%95%b4%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/silubaba.com.cn\/?p=7509","title":{"rendered":"\u65e0\u4eba\u673a\u5f71\u50cf\u6570\u636e\u5904\u7406\u8f6f\u4ef6\u8be6\u7ec6\u5f00\u53d1\u6587\u6863\uff08\u5b8c\u6574\u7248\uff09"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6587\u6863\u7248\u672c\u8bf4\u660e<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u7248\u672c\u53f7<\/td><td>\u66f4\u65b0\u65e5\u671f<\/td><td>\u66f4\u65b0\u5185\u5bb9<\/td><td>\u7f16\u5236\u5355\u4f4d<\/td><\/tr><tr><td>V1.0<\/td><td>2026-07-02<\/td><td>\u5b8c\u6574\u5f00\u53d1\u6587\u6863\u521d\u7a3f\uff0c\u5305\u542b\u7cfb\u7edf\u67b6\u6784\u3001\u5168\u90e8\u529f\u80fd\u6a21\u5757\u3001AI\u7b97\u6cd5\u3001\u96c6\u7fa4\u7b97\u529b\u3001\u6570\u636e\u5e93\u3001\u63a5\u53e3\u3001\u90e8\u7f72\u3001\u786c\u4ef6\u9002\u914d\u5168\u5185\u5bb9<\/td><td>\u4e49\u4e4c\u5662\u6b27\u8fdb\u51fa\u53e3\u6709\u9650\u516c\u53f8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u3001\u9879\u76ee\u6982\u8ff0<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1.1 \u9879\u76ee\u80cc\u666f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u5b9e\u666f\u4e09\u7ef4\u4e2d\u56fd\u5efa\u8bbe\u3001\u81ea\u7136\u8d44\u6e90\u8c03\u67e5\u3001\u56fd\u571f\u7a7a\u95f4\u89c4\u5212\u3001\u5de5\u7a0b\u6d4b\u7ed8\u3001\u5e94\u6025\u822a\u6d4b\u7b49\u884c\u4e1a\u9ad8\u901f\u53d1\u5c55\uff0c\u4f20\u7edf\u65e0\u4eba\u673a\u5efa\u6a21\u8f6f\u4ef6\u5b58\u5728\u64cd\u4f5c\u7e41\u7410\u3001\u4eba\u5de5\u5e72\u9884\u91cf\u5927\u3001\u5927\u6279\u91cf\u5f71\u50cf\u5904\u7406\u80fd\u529b\u5f31\u3001\u7b97\u529b\u6709\u9650\u3001\u6a21\u578b\u7cbe\u5ea6\u4e0d\u7a33\u5b9a\u3001\u786c\u4ef6\u517c\u5bb9\u6027\u5dee\u3001\u65e0\u667a\u80fd\u5316\u5904\u7406\u80fd\u529b\u3001\u4e0d\u652f\u6301\u6700\u65b03D\u9ad8\u65af\u5b9e\u666f\u91cd\u5efa\u7b49\u75db\u70b9\u3002\u4e3a\u6ee1\u8db3\u5927\u89c4\u6a21\u3001\u9ad8\u7cbe\u5ea6\u3001\u5168\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5316\u822a\u6d4b\u751f\u4ea7\u9700\u6c42\uff0c\u672c\u516c\u53f8\u81ea\u4e3b\u7814\u53d1<strong>\u65e0\u4eba\u673a\u5f71\u50cf\u6570\u636e\u5904\u7406\u8f6f\u4ef6<\/strong>\uff0c\u5b9e\u73b0\u591a\u6e90\u822a\u6d4b\u6570\u636e\u4e00\u7ad9\u5f0f\u5168\u81ea\u52a8\u4e09\u7ef4\u91cd\u5efa\u751f\u4ea7\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1.2 \u5f00\u53d1\u5355\u4f4d\u4fe1\u606f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u53d1\u5355\u4f4d\uff1a\u4e49\u4e4c\u5662\u6b27\u8fdb\u51fa\u53e3\u6709\u9650\u516c\u53f8<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6cd5\u5b9a\u4ee3\u8868\u4eba\uff1a\u5965\u65af\u66fc\u00b7\u6258\u5408\u836a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8054\u7cfb\u7535\u8bdd\uff1a15057908025<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1.3 \u8f6f\u4ef6\u5b9a\u4f4d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8f6f\u4ef6\u662f\u4e00\u5957\u57fa\u4e8ePython\u5168\u6808\u81ea\u7814\u3001BS\u67b6\u6784\u684c\u9762\u5ba2\u6237\u7aef+\u5206\u5e03\u5f0f\u96c6\u7fa4\u670d\u52a1\u5668\u67b6\u6784\u7684<strong>\u6d4b\u7ed8\u7ea7AI\u5168\u81ea\u52a8\u4e09\u7ef4\u91cd\u5efa\u7cfb\u7edf<\/strong>\uff0c\u652f\u6301\u591a\u54c1\u724c\u65e0\u4eba\u673a\u3001\u6fc0\u5149\u96f7\u8fbe\u786c\u4ef6\u63a5\u5165\uff0c\u652f\u630120\u4e07\u7ea7\u8d85\u5927\u5f71\u50cf\u6279\u91cf\u5904\u7406\u3001\u5168\u6d41\u7a0bAI\u667a\u80fd\u5904\u7406\u30013D\u9ad8\u65afOPGS\u591a\u5c42\u7ea7\u91cd\u5efa\u3001\u591a\u6a21\u5f0f\u7a7a\u4e09\u4f18\u5316\u3001\u5168\u7c7b\u578b\u7a7a\u95f4\u53c2\u8003\u9002\u914d\uff0c\u5b8c\u5168\u6ee1\u8db3\u56fd\u571f\u89c4\u5212\u9662\u3001\u6d4b\u7ed8\u9662\u9ad8\u7cbe\u5ea6\u3001\u5927\u6279\u91cf\u3001\u5e38\u6001\u5316\u5b9e\u666f\u4e09\u7ef4\u751f\u4ea7\u4f5c\u4e1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1.4 \u5f00\u53d1\u76ee\u6807<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9e\u73b0\u5355\u5de5\u7a0b\u591a\u4efb\u52a1\u5e76\u884c\u7ba1\u7406\uff0c\u652f\u6301\u591a\u7a7a\u4e09\u3001\u591a\u91cd\u5efa\u3001\u591a\u4ea7\u54c1\u540c\u6b65\u751f\u4ea7\uff1b<\/li>\n\n\n\n<li>\u642d\u5efa\u5206\u5e03\u5f0f\u5e76\u884c\u96c6\u7fa4\u7b97\u529b\u4f53\u7cfb\uff0c\u6ee1\u8db320\u4e07\u5f20\u5f71\u50cf\u8d85\u5927\u6279\u91cf\u5904\u7406\u80fd\u529b\uff1b<\/li>\n\n\n\n<li>\u517c\u5bb9\u822a\u7a7a\u3001\u503e\u659c\u3001\u6fc0\u5149\u70b9\u4e91\u3001\u89c6\u9891\u622a\u5e27\u591a\u6e90\u6570\u636e\u4e09\u7ef4\u91cd\u5efa\uff1b<\/li>\n\n\n\n<li>\u5b9e\u73b0\u5f71\u50cf\u3001\u70b9\u4e91\u3001\u89c6\u9891\u622a\u5e27<strong>\u5168\u6d41\u7a0b\u65e0\u4eba\u503c\u5b88\u5168\u81ea\u52a8\u7a7a\u4e09+\u4e8c\u4e09\u7ef4\u91cd\u5efa<\/strong>\uff1b<\/li>\n\n\n\n<li>\u5b8c\u5584las\u70b9\u4e91\u4e13\u4e1a\u5904\u7406\u3001\u53ef\u89c6\u5316\u533a\u5757\u5206\u5272\u3001\u53c2\u6570\u81ea\u5b9a\u4e49\u8c03\u63a7\u80fd\u529b\uff1b<\/li>\n\n\n\n<li>\u5b9e\u73b0\u5168\u7a7a\u95f4\u53c2\u8003\u9002\u914d\u3001\u65e0POS\u7a7a\u4e09\u30013D\u9ad8\u65af\u5b9e\u666f\u91cd\u5efa\u3001\u70b9\u4e4b\u8bb0\u8054\u52a8\u3001\u591a\u6a21\u5f0f\u7a7a\u4e09\u4f18\u5316\uff1b<\/li>\n\n\n\n<li>\u8fbe\u62105\u8282\u70b9\u96c6\u7fa44\u4e07\u5f20\u9ad8\u6e05\u5f71\u50cf24\u5c0f\u65f6\u5185\u5b8c\u6210\u5168\u6d41\u7a0b\u91cd\u5efa\u7684\u6027\u80fd\u6307\u6807\uff1b<\/li>\n\n\n\n<li>\u6df1\u5ea6\u96c6\u6210AI\u667a\u80fd\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5168\u6d41\u7a0b\u667a\u80fd\u5316\u5347\u7ea7\uff1b<\/li>\n\n\n\n<li>\u9002\u914d\u5e02\u9762\u5168\u54c1\u724c\u4e3b\u6d41\u822a\u6d4b\u3001\u6fc0\u5149\u96f7\u8fbe\u786c\u4ef6\u8bbe\u5907\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e8c\u3001\u6574\u4f53\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.1 \u67b6\u6784\u6a21\u5f0f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u91c7\u7528<strong>\u524d\u540e\u7aef\u5206\u79bb\u3001\u5fae\u670d\u52a1\u6a21\u5757\u5316\u3001\u5206\u5e03\u5f0f\u96c6\u7fa4\u67b6\u6784<\/strong>\uff0c\u6574\u4f53\u5206\u4e3a\u4e94\u5c42\u67b6\u6784\uff1a\u786c\u4ef6\u9002\u914d\u63a5\u5165\u5c42\u3001\u5206\u5e03\u5f0f\u670d\u52a1\u5668\u7b97\u529b\u5c42\u3001AI\u7b97\u6cd5\u6838\u5fc3\u5c42\u3001BS\u684c\u9762GUI\u4ea4\u4e92\u5c42\u3001\u6570\u636e\u5b58\u50a8\u5c42\uff0c\u6240\u6709\u6a21\u5757\u4f4e\u8026\u5408\u3001\u9ad8\u5185\u805a\uff0c\u652f\u6301\u72ec\u7acb\u8fed\u4ee3\u3001\u6a2a\u5411\u6269\u5c55\u3001\u529f\u80fd\u63d2\u62d4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.2 \u6280\u672f\u6808\u660e\u7ec6<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u540e\u7aef\u6838\u5fc3\u5f00\u53d1\u8bed\u8a00<\/strong>\uff1aPython 3.10+<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5fae\u670d\u52a1\u6846\u67b6<\/strong>\uff1aFastAPI\uff08\u9ad8\u6027\u80fd\u63a5\u53e3\u3001\u5f02\u6b65\u5e76\u53d1\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4efb\u52a1\u96c6\u7fa4\u8c03\u5ea6<\/strong>\uff1aCelery + Redis + K8s\u8f7b\u91cf\u5316\u96c6\u7fa4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5730\u7406\u6570\u636e\u5185\u6838<\/strong>\uff1aGDAL\u3001PyLas\u3001OpenSfM\u3001\u81ea\u7814MESH\u6784\u7f51\u3001\u81ea\u7814OPGS\u9ad8\u65af\u91cd\u5efa\u7b97\u6cd5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6<\/strong>\uff1aPyTorch\u3001OpenCV<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u684c\u9762\u5ba2\u6237\u7aef<\/strong>\uff1aPyWebView + Vue3\uff08BS\u684c\u9762\u7aef\uff0c\u8f7b\u91cf\u5316\u514d\u90e8\u7f72\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6570\u636e\u5e93<\/strong>\uff1aMySQL 8.0\uff08\u7ed3\u6784\u5316\u6570\u636e\uff09\u3001MinIO\uff08\u6d77\u91cf\u6587\u4ef6\u5bf9\u8c61\u5b58\u50a8\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u901a\u4fe1\u534f\u8bae<\/strong>\uff1aHTTP\/HTTPS\u3001WebSocket\uff08\u5b9e\u65f6\u8fdb\u5ea6\u63a8\u9001\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3 \u4e94\u5c42\u67b6\u6784\u8be6\u7ec6\u8bf4\u660e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.1 \u786c\u4ef6\u9002\u914d\u63a5\u5165\u5c42<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7edf\u4e00\u5bf9\u63a5\u591a\u54c1\u724c\u65e0\u4eba\u673a\u3001\u6fc0\u5149\u96f7\u8fbe\u786c\u4ef6\u8bbe\u5907\uff0c\u5b8c\u6210\u8bbe\u5907\u534f\u8bae\u89e3\u6790\u3001\u539f\u59cb\u6570\u636e\u5f52\u4e00\u5316\u3001\u683c\u5f0f\u7edf\u4e00\u3001\u5f02\u5e38\u6570\u636e\u8fc7\u6ee4\uff0c\u5c4f\u853d\u4e0d\u540c\u54c1\u724c\u786c\u4ef6\u7684\u6570\u636e\u5dee\u5f02\uff0c\u4e3a\u4e0a\u5c42\u4e1a\u52a1\u63d0\u4f9b\u6807\u51c6\u5316\u5efa\u6a21\u6570\u636e\u6e90\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.2 \u5206\u5e03\u5f0f\u670d\u52a1\u5668\u96c6\u7fa4\u7b97\u529b\u5c42<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u6838\u5fc3\u7b97\u529b\u8f7d\u4f53\uff0c\u8d1f\u8d23\u4efb\u52a1\u62c6\u5206\u3001\u8282\u70b9\u8c03\u5ea6\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u5e76\u884c\u8ba1\u7b97\u3001\u5f02\u5e38\u91cd\u8bd5\u3001\u65ad\u70b9\u7eed\u8dd1\uff0c\u627f\u8f7d\u7a7a\u4e09\u52a0\u5bc6\u3001\u7f51\u683c\u91cd\u5efa\u3001\u9ad8\u65af\u91cd\u5efa\u3001\u70b9\u4e91\u5904\u7406\u3001\u5750\u6807\u8f6c\u6362\u7b49\u91cd\u5ea6\u7b97\u529b\u4efb\u52a1\uff0c\u652f\u649120\u4e07\u7ea7\u8d85\u5927\u5f71\u50cf\u6279\u91cf\u5904\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.3 AI\u7b97\u6cd5\u6838\u5fc3\u5c42<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u72ec\u7acb\u7b97\u6cd5\u6a21\u5757\uff0c\u8d2f\u7a7f\u6570\u636e\u9884\u5904\u7406\u3001\u7a7a\u4e09\u8ba1\u7b97\u3001\u6a21\u578b\u91cd\u5efa\u3001\u6210\u679c\u8d28\u68c0\u5168\u6d41\u7a0b\uff0c\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u667a\u80fd\u5316\u7ea0\u9519\u3001\u4f18\u5316\u3001\u589e\u5f3a\u3001\u8d28\u68c0\uff0c\u66ff\u4ee3\u4f20\u7edf\u4eba\u5de5\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.4 BS\u684c\u9762GUI\u4ea4\u4e92\u5c42<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63d0\u4f9b\u53ef\u89c6\u5316\u64cd\u4f5c\u754c\u9762\uff0c\u8d1f\u8d23\u5de5\u7a0b\u7ba1\u7406\u3001\u533a\u5757\u5206\u5272\u3001\u53c2\u6570\u914d\u7f6e\u3001\u4efb\u52a1\u76d1\u63a7\u3001\u70b9\u4e4b\u8bb0\u8054\u52a8\u3001\u6210\u679c\u9884\u89c8\u5bfc\u51fa\uff0c\u64cd\u4f5c\u8f7b\u91cf\u5316\u3001\u53ef\u89c6\u5316\u3001\u6613\u4e0a\u624b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.5 \u6570\u636e\u5b58\u50a8\u5c42<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u6784\u5316\u6570\u636e\u3001\u5927\u6587\u4ef6\u6570\u636e\u5206\u79bb\u5b58\u50a8\uff0c\u4fdd\u969c\u8bfb\u5199\u901f\u5ea6\u3001\u6570\u636e\u5b89\u5168\u3001\u53ef\u8ffd\u6eaf\u3001\u53ef\u6279\u91cf\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e09\u3001\u7cfb\u7edf\u6838\u5fc3\u6a21\u5757\u603b\u89c8<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u6574\u4f53\u5212\u5206\u4e3a\u5341\u5927\u6838\u5fc3\u529f\u80fd\u6a21\u5757\uff0c\u6240\u6709\u6a21\u5757\u72ec\u7acb\u5c01\u88c5\u3001\u534f\u540c\u8054\u52a8\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5de5\u7a0b\u6811\u591a\u4efb\u52a1\u7ba1\u7406\u6a21\u5757<\/li>\n\n\n\n<li>\u5206\u5e03\u5f0f\u96c6\u7fa4\u7b97\u529b\u8c03\u5ea6\u6a21\u5757<\/li>\n\n\n\n<li>\u591a\u54c1\u724c\u786c\u4ef6\u9002\u914d\u4e0e\u591a\u6e90\u6570\u636e\u63a5\u5165\u6a21\u5757<\/li>\n\n\n\n<li>AI\u5168\u81ea\u52a8\u6570\u636e\u9884\u5904\u7406\u6a21\u5757<\/li>\n\n\n\n<li>\u6fc0\u5149\u70b9\u4e91\u4e13\u4e1a\u5904\u7406\u6a21\u5757<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u7a7a\u4e09\u533a\u5757\u5206\u5272\u6a21\u5757<\/li>\n\n\n\n<li>\u4e8c\u4e09\u7ef4\u91cd\u5efa\u53c2\u6570\u81ea\u5b9a\u4e49\u914d\u7f6e\u6a21\u5757<\/li>\n\n\n\n<li>\u591a\u7c7b\u578b\u7a7a\u95f4\u53c2\u8003\u9002\u914d\u6a21\u5757<\/li>\n\n\n\n<li>3D\u9ad8\u65afOPGS\u591a\u5c42\u7ea7\u91cd\u5efa\u6a21\u5757<\/li>\n\n\n\n<li>\u7a7a\u4e09\u667a\u80fd\u4f18\u5316\u4e0e\u70b9\u4e4b\u8bb0\u8054\u52a8\u8d28\u68c0\u6a21\u5757<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56db\u3001\u5404\u529f\u80fd\u6a21\u5757\u8be6\u7ec6\u5f00\u53d1\u8bbe\u8ba1\uff08\u5168\u529f\u80fd\u6781\u81f4\u8be6\u7ec6\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.1 \u5de5\u7a0b\u6811\u591a\u4efb\u52a1\u7ba1\u7406\u6a21\u5757\uff08\u5bf9\u6807\u9700\u6c421\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.1.1 \u6a21\u5757\u5f00\u53d1\u76ee\u7684<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e3\u51b3\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u7ba1\u7406\u6df7\u4e71\u3001\u5355\u5de5\u7a0b\u4efb\u52a1\u5355\u4e00\u3001\u591a\u9879\u76ee\u65e0\u6cd5\u5e76\u884c\u3001\u6210\u679c\u5f52\u96c6\u56f0\u96be\u7684\u95ee\u9898\uff0c\u5b9e\u73b0\u5c42\u7ea7\u5316\u3001\u6807\u51c6\u5316\u3001\u591a\u4efb\u52a1\u5e76\u884c\u7684\u5de5\u7a0b\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.1.2 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class=\"wp-block-list\">\n<li><strong>\u5de5\u7a0b\u521b\u5efa\u4e0e\u7ba1\u7406<\/strong>\uff1a\u652f\u6301\u624b\u52a8\u65b0\u5efa\u5de5\u7a0b\u3001\u6279\u91cf\u5bfc\u5165\u5de5\u7a0b\u3001\u5de5\u7a0b\u91cd\u547d\u540d\u3001\u5de5\u7a0b\u5206\u7ec4\u3001\u5de5\u7a0b\u5f52\u6863\u3001\u5de5\u7a0b\u5220\u9664\u3001\u5de5\u7a0b\u5907\u4efd\u4e0e\u6062\u590d\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u5de5\u7a0b\u5907\u6ce8\u3001\u9879\u76ee\u7f16\u53f7\u3001\u4f5c\u4e1a\u533a\u57df\u3001\u4f5c\u4e1a\u65f6\u95f4\u3001\u8d1f\u8d23\u4eba\u4fe1\u606f\u3002<\/li>\n\n\n\n<li><strong>\u5355\u5de5\u7a0b\u591a\u4efb\u52a1\u5e76\u884c\u5904\u7406<\/strong>\uff1a\u540c\u4e00\u5de5\u7a0b\u4e0b\u53ef\u65e0\u9650\u521b\u5efa\u591a\u7ec4\u72ec\u7acb\u4efb\u52a1\uff0c\u5305\u542b\uff1a\u591a\u6279\u6b21\u7a7a\u4e09\u52a0\u5bc6\u4efb\u52a1\u3001\u591a\u7ec4\u4e8c\u7ef4\u6b63\u5c04\u91cd\u5efa\u4efb\u52a1\u3001\u591a\u7ec4\u4e09\u7ef4MESH\u91cd\u5efa\u4efb\u52a1\u3001\u591a\u7ec43D\u9ad8\u65af\u91cd\u5efa\u4efb\u52a1\u3001\u591a\u7ec4\u6210\u679c\u5bfc\u51fa\u4efb\u52a1\u3002\u6240\u6709\u4efb\u52a1\u72ec\u7acb\u8fd0\u884c\u3001\u7b97\u529b\u72ec\u7acb\u5206\u914d\u3001\u6570\u636e\u76f8\u4e92\u9694\u79bb\uff0c\u4e92\u4e0d\u51b2\u7a81\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u5168\u72b6\u6001\u7ba1\u63a7<\/strong>\uff1a\u4efb\u52a1\u5305\u542b\u5f85\u6392\u961f\u3001\u8ba1\u7b97\u4e2d\u3001\u6682\u505c\u3001\u5b8c\u6210\u3001\u5931\u8d25\u4e94\u5927\u72b6\u6001\uff0c\u652f\u6301\u624b\u52a8\u6682\u505c\u3001\u7ee7\u7eed\u3001\u7ec8\u6b62\u3001\u91cd\u542f\u3001\u91cd\u8bd5\u5931\u8d25\u4efb\u52a1\uff1b\u652f\u6301\u65ad\u70b9\u7eed\u8dd1\uff0c\u670d\u52a1\u5668\u65ad\u7535\u3001\u7a0b\u5e8f\u5173\u95ed\u540e\u91cd\u542f\u53ef\u7ee7\u7eed\u4e0a\u6b21\u8fdb\u5ea6\uff0c\u65e0\u9700\u91cd\u65b0\u8ba1\u7b97\u3002<\/li>\n\n\n\n<li><strong>\u6210\u679c\u7edf\u4e00\u5f52\u96c6\u7ba1\u7406<\/strong>\uff1a\u540c\u4e00\u5de5\u7a0b\u4e0b\u6240\u6709\u7a7a\u4e09\u6210\u679c\u3001\u6b63\u5c04\u5f71\u50cf\u3001\u4e09\u7ef4\u6a21\u578b\u3001\u9ad8\u65af\u6a21\u578b\u3001\u70b9\u4e91\u6210\u679c\u3001\u8d28\u68c0\u62a5\u544a\u81ea\u52a8\u5f52\u96c6\u81f3\u5bf9\u5e94\u5de5\u7a0b\u76ee\u5f55\uff0c\u652f\u6301\u4e00\u952e\u9884\u89c8\u3001\u6279\u91cf\u5bfc\u51fa\u3001\u5206\u7c7b\u6253\u5305\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u65e5\u5fd7\u4e0e\u8ffd\u6eaf<\/strong>\uff1a\u6bcf\u4e00\u6761\u4efb\u52a1\u81ea\u52a8\u751f\u6210\u8be6\u7ec6\u8fd0\u884c\u65e5\u5fd7\uff0c\u8bb0\u5f55\u5f00\u59cb\u65f6\u95f4\u3001\u7ed3\u675f\u65f6\u95f4\u3001\u7b97\u529b\u6d88\u8017\u3001\u5904\u7406\u5f71\u50cf\u6570\u91cf\u3001\u5f02\u5e38\u4fe1\u606f\u3001\u53c2\u6570\u914d\u7f6e\uff0c\u652f\u6301\u957f\u671f\u8ffd\u6eaf\u3001\u95ee\u9898\u6392\u67e5\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.1.3 \u6a21\u5757\u6280\u672f\u5b9e\u73b0<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540e\u7aef\u91c7\u7528Python\u9012\u5f52\u6811\u5f62\u7ed3\u6784\u7b97\u6cd5\u6784\u5efa\u5de5\u7a0b\u6811\u5c42\u7ea7\u5173\u7cfb\uff0c\u6570\u636e\u5e93\u5b58\u50a8\u5de5\u7a0b\u552f\u4e00ID\u3001\u7236\u7ea7ID\u3001\u4efb\u52a1\u7c7b\u578b\u3001\u72b6\u6001\u3001\u53c2\u6570\u3001\u8def\u5f84\uff1b\u524d\u7aef\u52a8\u6001\u6e32\u67d3\u6811\u5f62\u7ec4\u4ef6\uff0c\u652f\u6301\u62d6\u62fd\u6392\u5e8f\u3001\u53f3\u952e\u5feb\u6377\u64cd\u4f5c\uff1b\u4efb\u52a1\u961f\u5217\u901a\u8fc7Celery\u5b9e\u73b0\u591a\u4efb\u52a1\u5e76\u53d1\u8c03\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.2 \u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u96c6\u7fa4\u5e76\u884c\u5904\u7406\u6a21\u5757\uff08\u5bf9\u6807\u9700\u6c422\u300112\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.2.1 \u5f00\u53d1\u76ee\u7684<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a81\u7834\u4f20\u7edf\u5355\u673a\u7b97\u529b\u4e0a\u9650\uff0c\u89e3\u51b3\u5927\u6279\u91cf\u5f71\u50cf\u5904\u7406\u5361\u987f\u3001\u5d29\u6e83\u3001\u8017\u65f6\u8fc7\u957f\u95ee\u9898\uff0c\u5b9e\u73b0\u8d85\u5927\u6279\u91cf\u822a\u6d4b\u6570\u636e\u9ad8\u6548\u3001\u7a33\u5b9a\u3001\u5e76\u884c\u8ba1\u7b97\uff0c\u8fbe\u680720\u4e07\u5f20\u5f71\u50cf\u5904\u7406\u80fd\u529b\u4e0e5\u8282\u70b924\u5c0f\u65f64\u4e07\u5f20\u5f71\u50cf\u91cd\u5efa\u6027\u80fd\u6307\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.2.2 \u8be6\u7ec6\u529f\u80fd\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u8282\u70b9\u96c6\u7fa4\u7ec4\u7f51<\/strong>\uff1a\u652f\u6301\u591a\u53f0\u670d\u52a1\u5668\/\u7b97\u529b\u8282\u70b9\u81ea\u52a8\u7ec4\u7f51\uff0c\u7cfb\u7edf\u81ea\u52a8\u8bc6\u522b\u5728\u7ebf\u8282\u70b9\u3001\u79bb\u7ebf\u8282\u70b9\u3001\u8282\u70b9\u7b97\u529b\u8d1f\u8f7d\uff0c\u5b9e\u65f6\u5c55\u793a\u5404\u8282\u70b9CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u5360\u7528\u60c5\u51b5\u3002<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u6570\u636e\u5206\u7247\u7b97\u6cd5<\/strong>\uff1a\u9488\u5bf9\u6570\u4e07\u81f3\u4e8c\u5341\u4e07\u7ea7\u5f71\u50cf\u6570\u636e\u96c6\uff0c\u7cfb\u7edf\u81ea\u52a8\u5747\u7b49\u5206\u7247\uff0c\u5c06\u6570\u636e\u5747\u5300\u5206\u53d1\u81f3\u5404\u4e2a\u7b97\u529b\u8282\u70b9\u5e76\u884c\u8fd0\u7b97\uff0c\u907f\u514d\u5355\u8282\u70b9\u8fc7\u8f7d\u3002<\/li>\n\n\n\n<li><strong>\u8d1f\u8f7d\u5747\u8861\u8c03\u5ea6<\/strong>\uff1a\u52a8\u6001\u5206\u914d\u4efb\u52a1\u81f3\u7a7a\u95f2\u8282\u70b9\uff0c\u9ad8\u8d1f\u8f7d\u8282\u70b9\u81ea\u52a8\u51cf\u5c11\u4efb\u52a1\u5206\u914d\uff0c\u4f4e\u8d1f\u8f7d\u8282\u70b9\u81ea\u52a8\u6269\u5bb9\u4efb\u52a1\uff0c\u6700\u5927\u5316\u5229\u7528\u96c6\u7fa4\u7b97\u529b\u3002<\/li>\n\n\n\n<li><strong>\u6545\u969c\u81ea\u6108\u673a\u5236<\/strong>\uff1a\u8fd0\u884c\u4e2d\u8282\u70b9\u79bb\u7ebf\u3001\u5b95\u673a\u3001\u62a5\u9519\uff0c\u7cfb\u7edf\u81ea\u52a8\u5c06\u8be5\u8282\u70b9\u672a\u5b8c\u6210\u4efb\u52a1\u8fc1\u79fb\u81f3\u5176\u4ed6\u6b63\u5e38\u8282\u70b9\uff0c\u81ea\u52a8\u91cd\u8bd5\uff0c\u4e0d\u5f71\u54cd\u6574\u4f53\u9879\u76ee\u8fdb\u5ea6\u3002<\/li>\n\n\n\n<li><strong>20\u4e07\u5f20\u5f71\u50cf\u8d85\u5927\u6279\u91cf\u5904\u7406\u80fd\u529b<\/strong>\uff1a\u652f\u6301\u5355\u6b21\u5bfc\u516520\u4e07\u5f20\u53ca\u4ee5\u4e0a\u822a\u6d4b\u5f71\u50cf\uff0c\u5168\u81ea\u52a8\u5b8c\u6210\u9884\u5904\u7406\u3001\u7a7a\u4e09\u3001\u91cd\u5efa\u5168\u6d41\u7a0b\uff0c\u65e0\u6570\u636e\u4e0a\u9650\u5361\u987f\u3001\u65e0\u5185\u5b58\u6ea2\u51fa\u3002<\/li>\n\n\n\n<li><strong>\u786c\u6027\u6027\u80fd\u6307\u6807\u843d\u5730<\/strong>\uff1a5\u4e2a\u6807\u51c6\u7b97\u529b\u8282\u70b9\u96c6\u7fa4\u73af\u5883\u4e0b\uff0c\u9488\u5bf940000\u5f202400\u4e07\u50cf\u7d20\u3001\u5730\u9762\u5206\u8fa8\u7387\u4f18\u4e8e3cm\u9ad8\u6e05\u5f71\u50cf\uff0c\u4ece\u6570\u636e\u5bfc\u5165\u3001AI\u9884\u5904\u7406\u3001\u7a7a\u4e09\u52a0\u5bc6\u3001\u4e09\u7ef4\u6784\u7f51\u3001\u7eb9\u7406\u6620\u5c04\u3001\u6210\u679c\u89c4\u6574<strong>\u5168\u6d41\u7a0b\u603b\u8017\u65f6\u226424\u5c0f\u65f6<\/strong>\uff0c\u7b97\u529b\u5229\u7528\u7387\u7a33\u5b9a75%\u4ee5\u4e0a\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.2.3 \u6280\u672f\u5b9e\u73b0<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8eCelery\u5206\u5e03\u5f0f\u4efb\u52a1\u961f\u5217+Redis\u6d88\u606f\u4e2d\u95f4\u4ef6\u5b9e\u73b0\u4efb\u52a1\u5206\u53d1\u4e0e\u8c03\u5ea6\uff0cK8s\u8f7b\u91cf\u5316\u7ba1\u63a7\u8282\u70b9\u72b6\u6001\uff0cPython\u7f16\u5199\u667a\u80fd\u5206\u7247\u4e0e\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5\uff0c\u7ed3\u5408\u591a\u8fdb\u7a0b\u3001\u591a\u7ebf\u7a0b\u5e76\u53d1\u6280\u672f\u5b9e\u73b0\u8d85\u5927\u6570\u636e\u6279\u91cf\u5904\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.3 \u591a\u6e90\u6570\u636e\u4e0e\u591a\u54c1\u724c\u786c\u4ef6\u9002\u914d\u91cd\u5efa\u6a21\u5757\uff08\u5bf9\u6807\u9700\u6c423\u30015\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.3.1 \u5f00\u53d1\u76ee\u7684<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e3\u51b3\u4e0d\u540c\u54c1\u724c\u786c\u4ef6\u6570\u636e\u4e0d\u517c\u5bb9\u3001\u6570\u636e\u6e90\u5355\u4e00\u3001\u683c\u5f0f\u4e0d\u7edf\u4e00\u7684\u95ee\u9898\uff0c\u5b9e\u73b0\u5168\u54c1\u7c7b\u822a\u6d4b\u3001\u6fc0\u5149\u96f7\u8fbe\u6570\u636e\u4e00\u7ad9\u5f0f\u63a5\u5165\u4e0e\u4e09\u7ef4\u91cd\u5efa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.3.2 \u786c\u4ef6\u9002\u914d\u8be6\u7ec6\u529f\u80fd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u5185\u7f6e\u901a\u7528\u786c\u4ef6\u534f\u8bae\u89e3\u6790\u9002\u914d\u5c42\uff0c\u65e0\u9700\u7b2c\u4e09\u65b9\u8f6c\u6362\u8f6f\u4ef6\uff0c\u81ea\u52a8\u8bc6\u522b\u8bbe\u5907\u3001\u89e3\u6790\u539f\u59cb\u6570\u636e\u3001\u5f52\u4e00\u5316\u683c\u5f0f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9002\u914d\u65e0\u4eba\u673a\u54c1\u724c<\/strong>\uff1a\u5927\u7586\u5168\u7cfb\u5217\u3001\u98de\u9a6c\u3001\u6781\u98de\u3001\u534e\u6d4b\u3001\u62d3\u666e\u5eb7\u3001\u5357\u65b9\u6d4b\u7ed8\u7b49\u4e3b\u6d41\u6d4b\u7ed8\u65e0\u4eba\u673a\uff0c\u81ea\u52a8\u89e3\u6790\u8bbe\u5907\u5f71\u50cf\u3001POS\u59ff\u6001\u6570\u636e\u3001\u822a\u8ff9\u6570\u636e\u3001\u62cd\u6444\u53c2\u6570\u3002<\/li>\n\n\n\n<li><strong>\u9002\u914d\u6fc0\u5149\u96f7\u8fbe\u8bbe\u5907<\/strong>\uff1a\u5927\u7586\u673a\u8f7d\u6fc0\u5149\u96f7\u8fbe\u3001\u534e\u6d4b\u3001\u62d3\u666e\u5eb7\u3001\u745e\u683c\u67b6\u7ad9\u5f0f\u6fc0\u5149\u96f7\u8fbe\u3001\u79fb\u52a8\u5f0f\u8f66\u8f7d\/\u673a\u8f7d\u6fc0\u5149\u96f7\u8fbe\uff0c\u517c\u5bb9\u8bbe\u5907\u539f\u59cb\u626b\u63cf\u6570\u636e\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.3.3 \u591a\u6e90\u6570\u636e\u5904\u7406\u8be6\u7ec6\u529f\u80fd<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u822a\u7a7a\u6b63\u5c04\u5f71\u50cf<\/strong>\uff1a\u652f\u6301\u5e38\u89c4\u5782\u76f4\u822a\u62cd\u5f71\u50cf\u5355\u6279\/\u6279\u91cf\u5bfc\u5165\u91cd\u5efa\uff1b<\/li>\n\n\n\n<li><strong>\u503e\u659c\u6444\u5f71\u5f71\u50cf<\/strong>\uff1a\u652f\u6301\u4e94\u89c6\u3001\u591a\u89c6\u503e\u659c\u5f71\u50cf\u5168\u81ea\u52a8\u5339\u914d\u3001\u878d\u5408\u91cd\u5efa\uff1b<\/li>\n\n\n\n<li><strong>\u67b6\u7ad9\u5f0f\u6fc0\u5149\u70b9\u4e91<\/strong>\uff1a\u5730\u9762\u56fa\u5b9a\u5f0f\u6fc0\u5149\u626b\u63cf\u70b9\u4e91\u6570\u636e\u5904\u7406\u5efa\u6a21\uff1b<\/li>\n\n\n\n<li><strong>\u79fb\u52a8\u5f0f\u6fc0\u5149\u70b9\u4e91<\/strong>\uff1a\u673a\u8f7d\u3001\u8f66\u8f7d\u79fb\u52a8\u626b\u63cf\u70b9\u4e91\u6570\u636e\u5904\u7406\uff1b<\/li>\n\n\n\n<li><strong>\u89c6\u9891\u622a\u5e27\u56fe\u50cf<\/strong>\uff1a\u652f\u6301\u65e0\u4eba\u673a\u822a\u62cd\u89c6\u9891\u81ea\u52a8\u622a\u5e27\u3001\u7b5b\u9009\u6709\u6548\u5e27\u3001\u6279\u91cf\u5efa\u6a21\uff1b<\/li>\n\n\n\n<li><strong>\u70b9\u4e91\u683c\u5f0f\u517c\u5bb9<\/strong>\uff1a\u539f\u751f\u652f\u6301*.las\u683c\u5f0f\uff0c\u6269\u5c55\u652f\u6301laz\u3001ply\u7b49\u884c\u4e1a\u901a\u7528\u70b9\u4e91\u683c\u5f0f\uff0c\u63d0\u4f9b\u70b9\u4e91\u53bb\u566a\u3001\u62bd\u7a00\u3001\u914d\u51c6\u3001\u5206\u7c7b\u3001\u878d\u5408\u5168\u5957\u529f\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.4 \u5168\u81ea\u52a8AI\u6570\u636e\u5904\u7406\u6a21\u5757\uff08\u2605\u6838\u5fc3\u5bf9\u6807\u9700\u6c424\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.4.1 \u5f00\u53d1\u76ee\u7684<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u73b0<strong>\u5f71\u50cf\u3001\u70b9\u4e91\u3001\u89c6\u9891\u622a\u5e27\u4e09\u7c7b\u6570\u636e\u6e90\u5168\u6d41\u7a0b\u65e0\u4eba\u503c\u5b88\u5168\u81ea\u52a8\u5904\u7406<\/strong>\uff0c\u5f7b\u5e95\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u5b9e\u73b0\u4ece\u6570\u636e\u5bfc\u5165\u5230\u6210\u679c\u8f93\u51fa\u5168\u81ea\u52a8\u5316\u95ed\u73af\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.4.2 \u5168\u81ea\u52a8\u7a7a\u4e09\u5904\u7406\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e0\u9700\u4eba\u5de5\u9009\u70b9\u3001\u4eba\u5de5\u5339\u914d\u3001\u4eba\u5de5\u8c03\u53c2\uff0c\u7cfb\u7edfAI\u5168\u81ea\u52a8\u5b8c\u6210\u4ee5\u4e0b\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u81ea\u52a8\u7b5b\u67e5\u6709\u6548\u5f71\u50cf\u3001\u5254\u9664\u5e9f\u7247\u3001\u8fc7\u6ee4\u6a21\u7cca\u8fc7\u66dd\u6570\u636e\uff1b<\/li>\n\n\n\n<li>AI\u7279\u5f81\u70b9\u667a\u80fd\u63d0\u53d6\u3001\u5f31\u7eb9\u7406\u533a\u57df\u7279\u5f81\u589e\u5f3a\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u5f71\u50cf\u5339\u914d\u3001\u50cf\u5bf9\u751f\u6210\u3001\u76f8\u5bf9\u5b9a\u5411\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u5916\u65b9\u4f4d\u5143\u7d20\u89e3\u7b97\u3001\u7c97\u5deeAI\u667a\u80fd\u5254\u9664\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u81ea\u7531\u7f51\u5e73\u5dee\u3001\u63a7\u5236\u7f51\u5e73\u5dee\u3001\u5168\u5c40\u4f18\u5316\uff1b<\/li>\n\n\n\n<li>\u81ea\u52a8\u751f\u6210\u9ad8\u7cbe\u5ea6\u7a7a\u4e09\u6210\u679c\u3001\u7a00\u758f\u70b9\u4e91\u3001\u5bc6\u96c6\u70b9\u4e91\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.4.3 \u5168\u81ea\u52a8\u4e8c\u4e09\u7ef4\u91cd\u5efa\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a7a\u4e09\u6210\u679c\u751f\u6210\u540e\u7cfb\u7edf\u81ea\u52a8\u89e6\u53d1\u91cd\u5efa\u6d41\u7a0b\uff0c\u5168\u7a0b\u65e0\u4eba\u503c\u5b88\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u81ea\u52a8\u4e8c\u7ef4\u6b63\u5c04\u5f71\u50cf\u62fc\u63a5\u3001\u5300\u8272\u3001\u88c1\u526a\u3001\u7ea0\u504f\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u4e09\u7ef4\u7f51\u683c\u6784\u7f51\u3001\u62d3\u6251\u751f\u6210\u3001\u7eb9\u7406\u6620\u5c04\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u6a21\u578b\u7a7a\u6d1e\u4fee\u8865\u3001\u626d\u66f2\u4fee\u590d\u3001\u8fb9\u7f18\u4f18\u5316\uff1b<\/li>\n\n\n\n<li>\u5168\u81ea\u52a8\u6210\u679c\u89c4\u6574\u3001\u683c\u5f0f\u8f93\u51fa\u3001\u6587\u4ef6\u5f52\u6863\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.5 \u7a7a\u4e09\u53ef\u89c6\u5316\u533a\u5757\u5206\u5272\u6a21\u5757\uff08\u5bf9\u6807\u9700\u6c426\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.5.1 \u529f\u80fd\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7a7a\u4e09\u4f5c\u4e1a\u9636\u6bb5\u63d0\u4f9b\u53ef\u89c6\u5316\u4e8c\u7ef4\u5e95\u56fe\u4ea4\u4e92\u754c\u9762\uff0c\u652f\u6301\u6d4b\u533a\u7cbe\u7ec6\u5316\u5206\u5272\u7ba1\u7406\uff0c\u89e3\u51b3\u5927\u8303\u56f4\u6d4b\u533a\u7b97\u529b\u4e0d\u5747\u3001\u5c40\u90e8\u7cbe\u5ea6\u5dee\u3001\u5efa\u6a21\u5931\u8d25\u95ee\u9898\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e95\u56fe\u81ea\u52a8\u52a0\u8f7d\u5168\u57df\u822a\u62cd\u8986\u76d6\u8303\u56f4\uff0c\u53ef\u89c6\u5316\u5c55\u793a\u5f71\u50cf\u5206\u5e03\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u77e9\u5f62\u6846\u9009\u3001\u591a\u8fb9\u5f62\u81ea\u7531\u7ed8\u5236\u4e0d\u89c4\u5219\u533a\u5757\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u533a\u5757\u5206\u5272\u3001\u533a\u5757\u5408\u5e76\u3001\u533a\u5757\u5220\u9664\u3001\u533a\u5757\u91cd\u547d\u540d\uff1b<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u533a\u5757\u53ef\u72ec\u7acb\u5206\u914d\u7b97\u529b\u3001\u72ec\u7acb\u542f\u52a8\u7a7a\u4e09\u3001\u72ec\u7acb\u91cd\u5efa\u3001\u72ec\u7acb\u8d28\u68c0\uff1b<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u5c55\u793a\u6bcf\u4e2a\u533a\u5757\u5f71\u50cf\u6570\u91cf\u3001\u8986\u76d6\u9762\u79ef\u3001\u5904\u7406\u8fdb\u5ea6\u3001\u5b8c\u6210\u72b6\u6001\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.6 \u91cd\u5efa\u53c2\u6570\u81ea\u5b9a\u4e49\u914d\u7f6e\u6a21\u5757\uff08\u2605\u5bf9\u6807\u9700\u6c427\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.6.1 \u8be6\u7ec6\u53c2\u6570\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u63d0\u4f9b\u53ef\u89c6\u5316\u53c2\u6570\u9762\u677f\uff0c\u6240\u6709\u53c2\u6570\u53ef\u89c6\u5316\u53ef\u8c03\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u4fdd\u5b58\u53c2\u6570\u6a21\u677f\u3001\u4e00\u952e\u590d\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e8c\u7ef4\u6784\u7f51\u53c2\u6570<\/strong>\uff1a\u5f71\u50cf\u91c7\u6837\u7cbe\u5ea6\u3001\u50cf\u7d20\u538b\u7f29\u6bd4\u4f8b\u3001\u62fc\u63a5\u5e73\u6ed1\u5ea6\u3001\u8272\u5dee\u5747\u8861\u5f3a\u5ea6\u3001\u8fb9\u7f18\u88c1\u526a\u9608\u503c\u3001\u7fbd\u5316\u8303\u56f4\u3001\u5206\u8fa8\u7387\u81ea\u5b9a\u4e49\uff1b<\/li>\n\n\n\n<li><strong>\u4e09\u7ef4MESH\u6784\u7f51\u53c2\u6570<\/strong>\uff1a\u7f51\u683c\u5bc6\u5ea6\u7b49\u7ea7\u3001\u4e09\u89d2\u9762\u6700\u5927\u6700\u5c0f\u8fb9\u957f\u3001\u62d3\u6251\u8fed\u4ee3\u6b21\u6570\u3001\u7f51\u683c\u4f18\u5316\u5f3a\u5ea6\u3001\u7ec6\u8282\u4fdd\u7559\u7cfb\u6570\uff1b<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u7b80\u5316\u529b\u5ea6\u8c03\u8282<\/strong>\uff1a\u652f\u630110%-99%\u81ea\u5b9a\u4e49\u7b80\u5316\u6bd4\u4f8b\uff0c\u591a\u7ea7\u7cbe\u7ec6\u5316\u6863\u4f4d\uff0c\u667a\u80fd\u533a\u5206\u5efa\u7b51\u3001\u5730\u5f62\u3001\u690d\u88ab\u533a\u57df\uff0c\u7b80\u5316\u8fc7\u7a0b\u4e2d\u4fdd\u7559\u5173\u952e\u7ec6\u8282\uff0c\u5220\u9664\u5197\u4f59\u7f51\u683c\uff0c\u9002\u914d\u9ad8\u7cbe\u5ea6\u4ea4\u4ed8\u3001\u8f7b\u91cf\u5316\u5c55\u793a\u3001\u7f51\u9875\u52a0\u8f7d\u3001\u4eff\u771f\u6f14\u793a\u591a\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.7 \u591a\u7a7a\u95f4\u53c2\u8003\u9002\u914d\u6a21\u5757\uff08\u2605\u5bf9\u6807\u9700\u6c428\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.7.1 \u8be6\u7ec6\u529f\u80fd\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u8986\u76d6\u6d4b\u7ed8\u884c\u4e1a\u6240\u6709\u5750\u6807\u5e94\u7528\u573a\u666f\uff0c\u89e3\u51b3\u7279\u6b8a\u65e0POS\u3001\u81ea\u5b9a\u4e49\u5750\u6807\u7cfb\u3001\u672c\u5730\u72ec\u7acb\u5750\u6807\u7cfb\u5efa\u6a21\u96be\u9898\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6807\u51c6\u5730\u7406\u7a7a\u95f4\u53c2\u8003<\/strong>\uff1a\u5185\u7f6eCGCS2000\u3001WGS84\u3001\u5317\u4eac54\u3001\u897f\u5b8980\u7b49\u56fd\u6807\u5750\u6807\u7cfb\u53ca\u5404\u7c7b\u6295\u5f71\u5206\u5e26\uff1b<\/li>\n\n\n\n<li><strong>\u81ea\u5b9a\u4e49\u7a7a\u95f4\u53c2\u8003<\/strong>\uff1a\u652f\u6301\u624b\u52a8\u8f93\u5165\u56db\u53c2\u6570\u3001\u4e03\u53c2\u6570\u3001\u6295\u5f71\u53c2\u6570\u3001\u692d\u7403\u53c2\u6570\uff0c\u652f\u6301\u5bfc\u5165prj\u53c2\u6570\u6587\u4ef6\u81ea\u5b9a\u4e49\u5750\u6807\u7cfb\uff1b<\/li>\n\n\n\n<li><strong>Local\u672c\u5730\u7a7a\u95f4\u53c2\u8003<\/strong>\uff1a\u652f\u6301\u81ea\u5b9a\u4e49\u539f\u70b9\u5750\u6807\u3001\u65b9\u4f4d\u89d2\u3001\u6bd4\u4f8b\u5c3a\uff0c\u521b\u5efa\u5c40\u90e8\u72ec\u7acb\u5750\u6807\u7cfb\uff0c\u9002\u7528\u4e8e\u5de5\u5730\u3001\u5c0f\u8303\u56f4\u4e34\u65f6\u6d4b\u7ed8\u573a\u666f\uff1b<\/li>\n\n\n\n<li><strong>\u65e0POS\u5f71\u50cf\u7a7a\u4e09<\/strong>\uff1a\u5728\u65e0\u65e0\u4eba\u673a\u59ff\u6001\u3001\u65e0GPS\u5b9a\u4f4d\u6570\u636e\u60c5\u51b5\u4e0b\uff0c\u4f9d\u9760AI\u7279\u5f81\u5339\u914d+\u81ea\u7531\u7f51\u5e73\u5dee\u7b97\u6cd5\u81ea\u52a8\u5b8c\u6210\u7a7a\u4e09\u89e3\u7b97\u4e0e\u6a21\u578b\u91cd\u5efa\uff0c\u9002\u914d\u8001\u65e7\u6570\u636e\u3001\u5916\u4e1a\u7f3a\u5931\u6570\u636e\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.8 3D\u9ad8\u65afOPGS\u591a\u5c42\u7ea7\u91cd\u5efa\u6a21\u5757\uff08\u2605\u5bf9\u6807\u9700\u6c429\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.8.1 \u6a21\u5757\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5185\u7f6e\u81ea\u7814<strong>3D\u9ad8\u65af\u91cd\u5efa\uff08OPGS\uff09\u7b97\u6cd5<\/strong>\uff0c\u533a\u522b\u4e8e\u4f20\u7edf\u4e09\u89d2\u7f51\u683c\u6a21\u578b\uff0c\u5b9e\u73b0\u8d85\u5199\u5b9e\u5b9e\u666f\u4e09\u7ef4\u5efa\u6a21\uff0c\u5f25\u8865\u4f20\u7edfMESH\u6a21\u578b\u7eb9\u7406\u5931\u771f\u3001\u7ec6\u8282\u7f3a\u5931\u3001\u8fb9\u7f18\u751f\u786c\u7684\u77ed\u677f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e\u7a7a\u4e09\u5bc6\u96c6\u70b9\u4e91+\u5f71\u50cf\u7eb9\u7406\u7279\u5f81\uff0c\u81ea\u52a8\u751f\u6210\u9ad8\u65af\u6cfc\u6e85\u4e09\u7ef4\u573a\u666f\uff1b<\/li>\n\n\n\n<li>\u652f\u6301<strong>\u591a\u5c42\u7ea7\u7cbe\u5ea6\u6210\u679c\u8f93\u51fa<\/strong>\uff1a\u8d85\u7cbe\u7ec6\u7ea7\u3001\u9ad8\u7cbe\u5ea6\u7ea7\u3001\u6807\u51c6\u7ea7\u3001\u8f7b\u91cf\u5316\u7ea7\u56db\u5c42\u6210\u679c\uff1b<\/li>\n\n\n\n<li>AI\u667a\u80fd\u4f18\u5316\u9ad8\u65af\u70b9\u5206\u5e03\u5bc6\u5ea6\uff0c\u9ad8\u5bc6\u5ea6\u533a\u57df\u4fdd\u7559\u7ec6\u8282\uff0c\u4f4e\u5bc6\u5ea6\u533a\u57df\u7cbe\u7b80\u5197\u4f59\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u9ad8\u65af\u6210\u679c\u652f\u6301\u4e09\u7ef4\u9884\u89c8\u3001\u6f2b\u6e38\u3001\u6d4b\u91cf\u3001\u5bfc\u51fa\uff0c\u9002\u914d\u6570\u5b57\u5b6a\u751f\u3001\u5b9e\u666f\u5c55\u793a\u3001\u9ad8\u7cbe\u5ea6\u9a8c\u6536\u573a\u666f\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u9ad8\u65af\u6a21\u578b\u4e0e\u4f20\u7edfMESH\u6a21\u578b\u53cc\u5411\u6210\u679c\u8f93\u51fa\uff0c\u6ee1\u8db3\u4e0d\u540c\u4ea4\u4ed8\u6807\u51c6\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.9 \u70b9\u4e4b\u8bb0\u7167\u7247\u8054\u52a8\u6a21\u5757\uff08\u2605\u5bf9\u6807\u9700\u6c4210\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.9.1 \u8be6\u7ec6\u529f\u80fd\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e13\u4e3a\u6d4b\u7ed8\u7cbe\u5ea6\u6838\u67e5\u3001\u5916\u4e1a\u8d44\u6599\u5f52\u6863\u3001\u6210\u679c\u9a8c\u6536\u6253\u9020\u7684\u667a\u80fd\u8054\u52a8\u529f\u80fd\uff0c\u5b9e\u73b0\u63a7\u5236\u70b9\u53ef\u89c6\u5316\u4e00\u952e\u6838\u67e5\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u6279\u91cf\u5bfc\u5165\u5916\u4e1a\u63a7\u5236\u70b9\u3001\u8fde\u63a5\u70b9\u5750\u6807\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u6279\u91cf\u4e0a\u4f20\u5bf9\u5e94\u70b9\u4f4d\u7684\u70b9\u4e4b\u8bb0\u5b9e\u666f\u7167\u7247\uff0c\u81ea\u52a8\u7ed1\u5b9a\u70b9\u4f4dID\uff1b<\/li>\n\n\n\n<li>\u64cd\u4f5c\u4eba\u5458\u5728\u63a7\u5236\u70b9\u5217\u8868\u3001\u4e09\u7ef4\u573a\u666f\u4e2d\u5207\u6362\u4efb\u610f\u63a7\u5236\u70b9\u65f6\uff0c\u7cfb\u7edf<strong>\u81ea\u52a8\u5f39\u7a97\u8054\u52a8\u5c55\u793a\u5bf9\u5e94\u70b9\u4f4d\u7684\u70b9\u4e4b\u8bb0\u7167\u7247<\/strong>\uff1b<\/li>\n\n\n\n<li>\u540c\u6b65\u5c55\u793a\u70b9\u4f4d\u5750\u6807\u3001\u6b8b\u5dee\u3001\u504f\u5dee\u503c\u3001\u5916\u4e1a\u5907\u6ce8\u3001\u91c7\u96c6\u65f6\u95f4\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u7167\u7247\u653e\u5927\u9884\u89c8\u3001\u7f29\u653e\u3001\u5bfc\u51fa\u3001\u66ff\u6362\u3001\u91cd\u65b0\u7ed1\u5b9a\uff1b<\/li>\n\n\n\n<li>\u652f\u6301\u5168\u5957\u63a7\u5236\u70b9\u8d44\u6599\u4e00\u952e\u5f52\u6863\u5bfc\u51fa\uff0c\u7528\u4e8e\u9879\u76ee\u9a8c\u6536\u5b58\u6863\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.10 \u591a\u6a21\u5f0f\u7a7a\u4e09\u4f18\u5316\u6a21\u5757\uff08\u2605\u5bf9\u6807\u9700\u6c4211\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.10.1 \u8be6\u7ec6\u7b97\u6cd5\u8bbe\u8ba1\uff084\u79cd\u4f18\u5316\u6a21\u5f0f\uff0c\u8d85\u989d\u6ee1\u8db3\u9700\u6c42\uff09<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u7531\u7f51\u63a5\u8fb9\u4f18\u5316<\/strong>\uff1a\u9488\u5bf9\u65e0\u63a7\u5236\u70b9\u5927\u8303\u56f4\u822a\u6d4b\u6570\u636e\uff0c\u901a\u8fc7\u5168\u5c40\u8fed\u4ee3\u5e73\u5dee\uff0c\u7edf\u4e00\u533a\u5757\u6574\u4f53\u59ff\u6001\uff0c\u6d88\u9664\u6a21\u578b\u62c9\u4f38\u3001\u626d\u66f2\u3001\u63a5\u8fb9\u7f1d\u9699\uff0c\u4fdd\u969c\u5927\u8303\u56f4\u6a21\u578b\u6574\u4f53\u6027\u548c\u5e73\u6574\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u63a7\u5236\u7f51\u63a5\u8fb9\u4f18\u5316<\/strong>\uff1a\u4f9d\u6258\u5916\u4e1a\u5b9e\u6d4b\u63a7\u5236\u70b9\uff0c\u7ea6\u675f\u5168\u5c40\u5750\u6807\u57fa\u51c6\uff0c\u4fee\u6b63\u7cfb\u7edf\u8bef\u5dee\uff0c\u5927\u5e45\u63d0\u5347\u6a21\u578b\u7edd\u5bf9\u5b9a\u4f4d\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u6d4b\u7ed8\u9a8c\u6536\u6807\u51c6\u3002<\/li>\n\n\n\n<li><strong>\u8fde\u63a5\u63a7\u5236\u70b9\u4f18\u5316<\/strong>\uff1a\u9488\u5bf9\u533a\u5757\u8854\u63a5\u540c\u540d\u70b9\u8fdb\u884c\u5c40\u90e8\u7cbe\u7ec6\u5e73\u5dee\uff0c\u6d88\u9664\u7eb9\u7406\u65ad\u5c42\u3001\u5c40\u90e8\u9519\u4f4d\u3001\u62fc\u63a5\u75d5\u8ff9\uff0c\u4f18\u5316\u6a21\u578b\u7ec6\u8282\u8854\u63a5\u6548\u679c\u3002<\/li>\n\n\n\n<li><strong>AI\u667a\u80fd\u5168\u5c40\u4f18\u5316<\/strong>\uff1a\u81ea\u7814\u65b0\u589e\u4f18\u5316\u6a21\u5f0f\uff0cAI\u81ea\u52a8\u8bc6\u522b\u5f31\u7eb9\u7406\u3001\u9006\u5149\u3001\u9634\u5f71\u3001\u590d\u6742\u5730\u5f62\u533a\u57df\uff0c\u81ea\u9002\u5e94\u8c03\u6574\u5e73\u5dee\u6743\u91cd\uff0c\u667a\u80fd\u4fee\u590d\u70b9\u4f4d\u504f\u5dee\u4e0e\u5efa\u6a21\u7455\u75b5\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.11 AI\u667a\u80fd\u7b97\u6cd5\u5168\u6a21\u5757\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8f6f\u4ef6AI\u6a21\u5757\u57fa\u4e8ePython PyTorch\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u81ea\u7814\uff0c\u5168\u6d41\u7a0b\u5d4c\u5165\u4e1a\u52a1\u73af\u8282\uff0c\u4e3a\u8f6f\u4ef6\u6838\u5fc3\u5dee\u5f02\u5316\u4f18\u52bf\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u667a\u80fd\u6570\u636e\u6e05\u6d17\u6a21\u578b<\/strong>\uff1a\u8bad\u7ec3\u4e8c\u5206\u7c7b\u7b5b\u9009\u6a21\u578b\uff0c\u81ea\u52a8\u8bc6\u522b\u6a21\u7cca\u3001\u8fc7\u66dd\u3001\u6b20\u66dd\u3001\u91cd\u590d\u3001\u4f4d\u79fb\u65e0\u6548\u5f71\u50cf\uff0c\u81ea\u52a8\u8fc7\u6ee4\u70b9\u4e91\u79bb\u6563\u566a\u70b9\u3001\u5f02\u5e38\u70b9\uff0c\u51c0\u5316\u5efa\u6a21\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n<li><strong>AI\u5f31\u7eb9\u7406\u7279\u5f81\u589e\u5f3a\u6a21\u578b<\/strong>\uff1a\u9488\u5bf9\u6c34\u9762\u3001\u8349\u5730\u3001\u96ea\u5730\u3001\u88f8\u5730\u7b49\u4f4e\u7279\u5f81\u533a\u57df\uff0c\u901a\u8fc7\u56fe\u50cf\u7279\u5f81\u589e\u5f3a\u7b97\u6cd5\u5f3a\u5316\u7ec6\u8282\uff0c\u63d0\u5347\u7279\u5f81\u5339\u914d\u6570\u91cf\uff0c\u89e3\u51b3\u7a7a\u4e09\u5931\u8d25\u3001\u6a21\u578b\u7a7a\u6d1e\u3001\u70b9\u4f4d\u7a00\u758f\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>AI\u7a7a\u4e09\u7c97\u5dee\u5254\u9664\u6a21\u578b<\/strong>\uff1a\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u8bc6\u522b\u5f02\u5e38\u5339\u914d\u50cf\u5bf9\u3001\u9519\u8bef\u70b9\u4f4d\u3001\u7c97\u5927\u8bef\u5dee\uff0c\u81ea\u52a8\u5254\u9664\u5e72\u6270\u6570\u636e\uff0c\u63d0\u5347\u5e73\u5dee\u7cbe\u5ea6\uff0c\u51cf\u5c11\u4eba\u5de5\u7ea0\u9519\u6210\u672c80%\u4ee5\u4e0a\u3002<\/li>\n\n\n\n<li><strong>AI\u6a21\u578b\u7455\u75b5\u4fee\u590d\u6a21\u578b<\/strong>\uff1a\u667a\u80fd\u8bc6\u522b\u6a21\u578b\u7a7a\u6d1e\u3001\u626d\u66f2\u3001\u7eb9\u7406\u9519\u4f4d\u3001\u62c9\u4f38\u53d8\u5f62\uff0c\u81ea\u52a8\u4fee\u8865\u7455\u75b5\u533a\u57df\uff0c\u63d0\u5347\u6a21\u578b\u6574\u4f53\u8d28\u91cf\u3002<\/li>\n\n\n\n<li><strong>AI\u81ea\u9002\u5e94\u53c2\u6570\u63a8\u8350\u6a21\u578b<\/strong>\uff1a\u6839\u636e\u5f71\u50cf\u5206\u8fa8\u7387\u3001\u62cd\u6444\u89d2\u5ea6\u3001\u5730\u5f62\u573a\u666f\u3001\u5149\u7167\u6761\u4ef6\uff0c\u81ea\u52a8\u63a8\u8350\u6700\u4f18\u7a7a\u4e09\u3001\u91cd\u5efa\u3001\u6a21\u578b\u7b80\u5316\u53c2\u6570\uff0c\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4.12 BS\u684c\u9762GUI\u5ba2\u6237\u7aef\u8be6\u7ec6\u529f\u80fd\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u6237\u7aef\u57fa\u4e8ePyWebView\u5c01\u88c5\u8f7b\u91cf\u5316\u684c\u9762\u7a0b\u5e8f\uff0c\u7eff\u8272\u514d\u5b89\u88c5\u3001\u8de8\u7cfb\u7edf\u517c\u5bb9\uff0c\u6240\u6709\u64cd\u4f5c\u53ef\u89c6\u5316\u3001\u4eba\u6027\u5316\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5de5\u7a0b\u6811\u53ef\u89c6\u5316\u7ba1\u7406\u754c\u9762\uff0c\u5c42\u7ea7\u6e05\u6670\u3001\u64cd\u4f5c\u4fbf\u6377\uff1b<\/li>\n\n\n\n<li>\u4efb\u52a1\u8fdb\u5ea6\u5b9e\u65f6\u53ef\u89c6\u5316\u5c55\u793a\uff0cWebSocket\u5b9e\u65f6\u63a8\u9001\u8fdb\u5ea6\u767e\u5206\u6bd4\uff1b<\/li>\n\n\n\n<li>\u7a7a\u4e09\u533a\u5757\u53ef\u89c6\u5316\u5206\u5272\u3001\u7f16\u8f91\u3001\u7ba1\u7406\u754c\u9762\uff1b<\/li>\n\n\n\n<li>\u91cd\u5efa\u53c2\u6570\u53ef\u89c6\u5316\u914d\u7f6e\u3001\u6a21\u677f\u4fdd\u5b58\u3001\u4e00\u952e\u5e94\u7528\uff1b<\/li>\n\n\n\n<li>\u7a7a\u95f4\u53c2\u8003\u53ef\u89c6\u5316\u9009\u62e9\u3001\u81ea\u5b9a\u4e49\u53c2\u6570\u5f55\u5165\u754c\u9762\uff1b<\/li>\n\n\n\n<li>\u63a7\u5236\u70b9\u7ba1\u7406+\u70b9\u4e4b\u8bb0\u7167\u7247\u8054\u52a8\u9884\u89c8\u754c\u9762\uff1b<\/li>\n\n\n\n<li>\u4e09\u7ef4\u6a21\u578b\u3001\u9ad8\u65af\u6210\u679c\u5b9e\u65f6\u9884\u89c8\u3001\u6f2b\u6e38\u3001\u6d4b\u91cf\u3001\u5256\u5207\uff1b<\/li>\n\n\n\n<li>\u6210\u679c\u6279\u91cf\u5bfc\u51fa\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u6587\u4ef6\u6253\u5305\u529f\u80fd\uff1b<\/li>\n\n\n\n<li>\u7cfb\u7edf\u65e5\u5fd7\u3001\u8fd0\u884c\u72b6\u6001\u3001\u7b97\u529b\u8282\u70b9\u76d1\u63a7\u9762\u677f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e94\u3001\u6570\u636e\u5e93\u8be6\u7ec6\u8bbe\u8ba1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5.1 \u5de5\u7a0b\u4fe1\u606f\u8868<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b58\u50a8\u5de5\u7a0bID\u3001\u5de5\u7a0b\u540d\u79f0\u3001\u9879\u76ee\u7f16\u53f7\u3001\u521b\u5efa\u65f6\u95f4\u3001\u8d1f\u8d23\u4eba\u3001\u4f5c\u4e1a\u533a\u57df\u3001\u5750\u6807\u7cfb\u7edf\u3001\u5de5\u7a0b\u72b6\u6001\u3001\u5907\u6ce8\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5.2 \u4efb\u52a1\u4fe1\u606f\u8868<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b58\u50a8\u4efb\u52a1ID\u3001\u6240\u5c5e\u5de5\u7a0bID\u3001\u4efb\u52a1\u7c7b\u578b\uff08\u7a7a\u4e09\/\u4e8c\u7ef4\/\u4e09\u7ef4\/\u9ad8\u65af\/\u70b9\u4e91\u5904\u7406\uff09\u3001\u4efb\u52a1\u72b6\u6001\u3001\u53c2\u6570\u914d\u7f6e\u3001\u5f00\u59cb\u65f6\u95f4\u3001\u7ed3\u675f\u65f6\u95f4\u3001\u7b97\u529b\u8282\u70b9\u3001\u8fd0\u884c\u65e5\u5fd7\u3001\u5f02\u5e38\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5.3 \u63a7\u5236\u70b9\u4fe1\u606f\u8868<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b58\u50a8\u63a7\u5236\u70b9ID\u3001\u70b9\u540d\u3001X\/Y\/Z\u5750\u6807\u3001\u6b8b\u5dee\u3001\u70b9\u4e4b\u8bb0\u7167\u7247\u5b58\u50a8\u8def\u5f84\u3001\u6240\u5c5e\u533a\u5757\u3001\u91c7\u96c6\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5.4 \u7cfb\u7edf\u53c2\u6570\u914d\u7f6e\u8868<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b58\u50a8\u7528\u6237\u81ea\u5b9a\u4e49\u5efa\u6a21\u53c2\u6570\u3001\u5750\u6807\u53c2\u6570\u3001\u7b80\u5316\u53c2\u6570\u3001AI\u5f00\u5173\u53c2\u6570\u3001\u6a21\u677f\u914d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5.5 \u786c\u4ef6\u9002\u914d\u53c2\u6570\u8868<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b58\u50a8\u5404\u54c1\u724c\u65e0\u4eba\u673a\u3001\u6fc0\u5149\u96f7\u8fbe\u6570\u636e\u89e3\u6790\u89c4\u5219\u3001\u53c2\u6570\u9002\u914d\u6a21\u677f\uff0c\u4fdd\u969c\u786c\u4ef6\u81ea\u52a8\u8bc6\u522b\u9002\u914d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u516d\u3001\u63a5\u53e3\u8bbe\u8ba1\u8bf4\u660e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6.1 \u786c\u4ef6\u6570\u636e\u63a5\u5165\u63a5\u53e3\uff08\u8be6\u7ec6\u9700\u6c42\u8bf4\u660e\uff09<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u9002\u914d\u786c\u4ef6\u8303\u56f4<\/strong>\uff1a\u5168\u9762\u9002\u914d\u5927\u7586\u3001\u98de\u9a6c\u3001\u6781\u98de\u3001\u534e\u6d4b\u3001\u62d3\u666e\u5eb7\u3001\u5357\u65b9\u6d4b\u7ed8\u7b49\u4e3b\u6d41\u6d4b\u7ed8\u65e0\u4eba\u673a\uff1b\u9002\u914d\u5927\u7586\u673a\u8f7dLiDAR\u3001\u534e\u6d4b\u3001\u62d3\u666e\u5eb7\u3001\u745e\u683c\u67b6\u7ad9\u5f0f\/\u79fb\u52a8\u5f0f\u6fc0\u5149\u96f7\u8fbe\u8bbe\u5907\uff0c\u652f\u6301\u822a\u62cd\u5f71\u50cf\u3001\u503e\u659c\u5f71\u50cf\u3001\u673a\u8f7dPOS\u822a\u8ff9\u3001\u6fc0\u5149\u70b9\u4e91\u3001\u822a\u62cd\u89c6\u9891\u7b49\u5168\u7c7b\u578b\u539f\u59cb\u6570\u636e\u63a5\u5165\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u63a5\u53e3\u7528\u9014<\/strong>\uff1a\u7edf\u4e00\u5c01\u88c5\u7cfb\u7edf\u6240\u6709AI\u667a\u80fd\u7b97\u6cd5\u6a21\u5757\uff0c\u63d0\u4f9b\u6807\u51c6\u5316\u8c03\u7528\u5165\u53e3\uff0c\u652f\u6491\u6570\u636e\u9884\u5904\u7406\u3001\u7a7a\u4e09\u4f18\u5316\u3001\u6a21\u578b\u4fee\u590d\u3001\u8d28\u91cf\u8d28\u68c0\u5168\u6d41\u7a0b\u667a\u80fd\u5316\u4f5c\u4e1a\uff0c\u5b9e\u73b0AI\u80fd\u529b\u6a21\u5757\u5316\u3001\u53ef\u590d\u7528\u3001\u53ef\u8fed\u4ee3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8f93\u5165\u53c2\u6570<\/strong>\uff1a\u539f\u59cb\u5f71\u50cf\u6570\u636e\u96c6\u3001\u539f\u59cb\u70b9\u4e91\u6570\u636e\u3001\u7a7a\u4e09\u521d\u6b65\u6210\u679c\u3001\u5efa\u6a21\u573a\u666f\u7c7b\u578b\u3001AI\u529f\u80fd\u5f00\u5173\u3001\u7b97\u6cd5\u7cbe\u5ea6\u53c2\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8f93\u51fa\u53c2\u6570<\/strong>\uff1a\u6e05\u6d17\u540e\u6709\u6548\u6570\u636e\u3001\u7279\u5f81\u589e\u5f3a\u5f71\u50cf\u3001\u5254\u9664\u7c97\u5dee\u540e\u7684\u7a7a\u4e09\u70b9\u4f4d\u3001\u4fee\u590d\u540e\u6a21\u578b\u3001AI\u8d28\u68c0\u62a5\u544a\u3001\u7b97\u6cd5\u8fd0\u884c\u65e5\u5fd7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u4e1a\u52a1\u9700\u6c42<\/strong>\uff1a\u652f\u6301\u4e00\u952e\u8c03\u7528AI\u6570\u636e\u6e05\u6d17\u3001\u5f31\u7eb9\u7406\u589e\u5f3a\u3001\u7a7a\u4e09\u7c97\u5dee\u5254\u9664\u3001\u6a21\u578b\u7455\u75b5\u4fee\u590d\u3001\u81ea\u9002\u5e94\u53c2\u6570\u63a8\u8350\u7b49\u6240\u6709\u7b97\u6cd5\uff1b\u652f\u6301\u5355\u7b97\u6cd5\u72ec\u7acb\u8c03\u7528\u3001\u591a\u7b97\u6cd5\u7ec4\u5408\u8054\u52a8\u8c03\u7528\uff1b\u7b97\u6cd5\u8fd0\u884c\u4e0d\u963b\u585e\u4e3b\u7ebf\u7a0b\uff0c\u652f\u6301\u540e\u53f0\u5f02\u6b65\u8fd0\u7b97\uff1b\u53ef\u6839\u636e\u9879\u76ee\u9700\u6c42\u8fed\u4ee3\u5347\u7ea7AI\u6a21\u578b\u53c2\u6570\uff0c\u517c\u5bb9\u6027\u5f3a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6.5 \u7a7a\u95f4\u53c2\u8003\u8f6c\u6362\u63a5\u53e3\uff08\u8be6\u7ec6\u9700\u6c42\u8bf4\u660e\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u63a5\u53e3\u5b9a\u4f4d<\/strong>\uff1a\u6d4b\u7ed8\u5750\u6807\u7cfb\u7edf\u7edf\u4e00\u9002\u914d\u6838\u5fc3\u63a5\u53e3\uff0c\u5168\u8986\u76d6\u56fd\u6807\u5750\u6807\u7cfb\u3001\u81ea\u5b9a\u4e49\u5750\u6807\u7cfb\u3001\u672c\u5730\u72ec\u7acb\u5750\u6807\u7cfb\u3001\u65e0POS\u81ea\u7531\u5efa\u6a21\u5750\u6807\u89e3\u7b97\u573a\u666f\uff0c\u5b9e\u73b0\u6240\u6709\u5efa\u6a21\u6570\u636e\u5750\u6807\u7edf\u4e00\u3001\u7cbe\u51c6\u8f6c\u6362\u3001\u53c2\u6570\u9002\u914d\uff0c\u4fdd\u969c\u8f6f\u4ef6\u591a\u573a\u666f\u3001\u65e0\u6b7b\u89d2\u6d4b\u7ed8\u5750\u6807\u751f\u4ea7\u80fd\u529b\uff0c\u5bf9\u6807\u62db\u6807\u591a\u7a7a\u95f4\u53c2\u8003\u9002\u914d\u6838\u5fc3\u53c2\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8f93\u5165\u53c2\u6570\u660e\u7ec6<\/strong>\uff1a\u539f\u59cb\u7a7a\u95f4\u53c2\u8003\u7f16\u7801\u3001\u76ee\u6807\u7a7a\u95f4\u53c2\u8003\u7f16\u7801\u3001\u56db\u53c2\u6570\/\u4e03\u53c2\u6570\u8f6c\u6362\u503c\u3001\u81ea\u5b9a\u4e49\u692d\u7403\u53c2\u6570\u3001\u6295\u5f71\u5206\u5ea6\u5e26\u53c2\u6570\u3001\u5916\u90e8PRJ\u5750\u6807\u53c2\u6570\u6587\u4ef6\u3001\u65e0POS\u5efa\u6a21\u6807\u8bc6\u3001\u5f71\u50cf\u539f\u59cb\u70b9\u4f4d\u6570\u636e\u3001\u63a7\u5236\u70b9\u5750\u6807\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8f93\u51fa\u53c2\u6570\u660e\u7ec6<\/strong>\uff1a\u8f6c\u6362\u540e\u6807\u51c6\u5316\u5750\u6807\u6570\u636e\u96c6\u3001\u5750\u6807\u9002\u914d\u6821\u9a8c\u62a5\u544a\u3001\u5750\u6807\u504f\u5dee\u7cbe\u5ea6\u7edf\u8ba1\u3001\u65e0POS\u81ea\u7531\u7f51\u5e73\u5dee\u6210\u679c\u3001\u5750\u6807\u7cfb\u7ed1\u5b9a\u5de5\u7a0b\u53c2\u6570\u3001\u6295\u5f71\u8f6c\u6362\u65e5\u5fd7\u6587\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u529f\u80fd\u9700\u6c42<\/strong>\uff1a1. \u56fd\u6807\u5750\u6807\u7cfb\u4e00\u952e\u9002\u914d\uff0c\u5185\u7f6eCGCS2000\u3001WGS84\u3001\u5317\u4eac54\u3001\u897f\u5b8980\u7b49\u5168\u7cfb\u5217\u5750\u6807\u7cfb\u4e0e\u5206\u5e26\u6295\u5f71\uff1b2. \u5b8c\u5168\u652f\u6301\u81ea\u5b9a\u4e49\u7a7a\u95f4\u53c2\u8003\uff0c\u624b\u52a8\u5f55\u5165\u8f6c\u6362\u53c2\u6570\u6216\u5bfc\u5165PRJ\u6587\u4ef6\u5feb\u901f\u9002\u914d\uff1b3. 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class=\"wp-block-paragraph\"><strong>\u5f02\u5e38\u5904\u7406\u673a\u5236<\/strong>\uff1a\u53c2\u6570\u5f55\u5165\u9519\u8bef\u3001\u5750\u6807\u7cfb\u4e0d\u5339\u914d\u3001\u8f6c\u6362\u8d85\u9650\u7b49\u5f02\u5e38\u81ea\u52a8\u63d0\u793a\uff0c\u7981\u6b62\u975e\u6cd5\u5750\u6807\u8f6c\u6362\uff0c\u4fdd\u7559\u539f\u59cb\u5750\u6807\u6570\u636e\uff0c\u4fdd\u969c\u6210\u679c\u5750\u6807\u5b89\u5168\u5408\u89c4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u63a5\u53e3\u7528\u9014<\/strong>\uff1a\u8986\u76d6\u6d4b\u7ed8\u5168\u573a\u666f\u5750\u6807\u9002\u914d\u9700\u6c42\uff0c\u5b9e\u73b0\u591a\u7c7b\u578b\u7a7a\u95f4\u53c2\u8003\u7684\u5b9a\u4e49\u3001\u8f6c\u6362\u3001\u9002\u914d\uff0c\u652f\u6491\u6807\u51c6\u5750\u6807\u7cfb\u3001\u81ea\u5b9a\u4e49\u5750\u6807\u7cfb\u3001\u672c\u5730\u5750\u6807\u7cfb\u3001\u65e0POS\u7a7a\u4e09\u5efa\u6a21\u7684\u5750\u6807\u89e3\u7b97\u4e1a\u52a1\u3002<\/p>\n\n\n\n<p 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