{"id":497114,"date":"2024-05-06T16:00:19","date_gmt":"2024-05-06T08:00:19","guid":{"rendered":"https:\/\/mooool.com\/%e5%bd%93%e5%9f%8e%e5%b8%82%e6%9b%b4%e6%96%b0%e9%81%87%e8%a7%81urbanflow-%e5%a5%a5%e9%9b%85%e8%82%a1%e4%bb%bd%e9%87%8d%e7%a3%85%e5%8f%91%e5%b8%83%e8%a1%97%e5%8c%ba%e6%99%ba%e8%83%bd.html"},"modified":"2024-05-06T16:19:02","modified_gmt":"2024-05-06T08:19:02","slug":"urban-renewal-meets-urbanflow-by-la-group","status":"publish","type":"post","link":"https:\/\/mooool.com\/en\/urban-renewal-meets-urbanflow-by-la-group.html","title":{"rendered":"Urban renewal meets UrbanFlow by L&#038;A GROUP"},"content":{"rendered":"<p style=\"padding-left: 160px;\"><strong><span style=\"color: #4aba0d;\"><span style=\"font-size: 10pt;\">\u672c\u6587\u7531 \u5965\u96c5\u80a1\u4efd \u6388\u6743mooool\u53d1\u8868\uff0c\u6b22\u8fce\u8f6c\u53d1\uff0c\u7981\u6b62\u4ee5mooool\u7f16\u8f91\u7248\u672c\u8f6c\u8f7d\u3002<\/span><\/span><\/strong><br \/>\n<strong><span style=\"color: #4aba0d;\"> <span style=\"font-size: 10pt;\">Thanks L&amp;A GROUP for authorizing the publication of the project on mooool, Text description and images provided by L&amp;A GROUP.<\/span><\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><a href=\"\/?designer=aoya\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u5965\u96c5\u80a1\u4efd<\/strong><\/a><span class=\"s1\">\uff1a\u5f53\u6211\u4eec\u56de\u9996\u671b\u53bb\uff0cChatGPT\u3001Stable Diffusion\u3001Sora\u7b49\u4eba\u5de5\u667a\u80fd\u6280\u672f\u88c2\u53d8\u5f0f\u5730\u9769\u65b0\uff0c\u4e0d\u4ec5\u6380\u8d77\u4e86\u4e00\u573a\u79d1\u6280\u72c2\u6b22\uff0c\u4e5f\u5f15\u53d1\u4e86\u4eba\u4eec\u5bf9\u4e8e\u672a\u6765\u7684\u65e0\u5c3d\u601d\u8003\u3002\u4f5c\u4e3a\u5f15\u9886\u884c\u4e1a\u667a\u80fd\u5316\u548c\u6570\u5b57\u5316\u7684\u5148\u884c\u8005\uff0c\u5965\u96c5\u5e0c\u671b\u7ad9\u5728\u8fd9\u573a\u53d8\u9769\u7684\u524d\u6cbf\u3002\u901a\u8fc7\u91cd\u5851\u5de5\u4f5c\u6d41\u7684\u65b9\u5f0f\uff0c\u63a8\u52a8\u751f\u4ea7\u5de5\u5177\u7684\u9769\u65b0\uff0c\u91c7\u7528\u81ea\u52a8\u5316\u51fa\u56fe\u548c\u7b97\u6cd5\u751f\u6210\u7b49\u6280\u672f\u53d8\u9769\u8bbe\u8ba1\u751f\u4ea7\u529b\uff0c\u4ee5\u5e94\u5bf9\u7cbe\u7ec6\u5316\u8bbe\u8ba1\u65f6\u4ee3\u5e26\u6765\u7684\u6311\u6218\u548c\u9700\u6c42\u3002\u5728\u4ea7\u54c1\u7814\u53d1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u6df1\u5165\u4e86\u89e3\u5230\u4e00\u7ebf\u8bbe\u8ba1\u5e08\u7684\u9700\u6c42\uff0c\u7ed3\u5408\u5965\u96c5\u8fc7\u5f80\u4e8c\u5341\u5e74\u79ef\u7d2f\u7684\u4e30\u5bcc\u8bbe\u8ba1\u7ecf\u9a8c\uff1a<br \/>\n<\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong><span class=\"s1\">\u5965\u96c5\u80a1\u4efd\u6b63\u5f0f\u63a8\u51fa\u81ea\u7814\u4ea7\u54c1UrbanFlow<br \/>\n\u7528\u591a\u79cd\u8ba1\u7b97\u6027\u6280\u672f\u91cd\u5851\u8857\u533a\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b<\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><iframe style=\"width: 1160px; height: 600px;\" src=\"\/\/player.bilibili.com\/player.html?aid=1504155032&amp;bvid=BV1DD421K7yc&amp;cid=1533231449&amp;p=1\" frameborder=\"0\" data-mce-fragment=\"1\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">UrbanFlow\uff0c\u5b9a\u4f4d\u4e8e\u57ce\u5e02\u66f4\u65b0\u8857\u533a\u667a\u80fd\u8bbe\u8ba1\u5de5\u5177\uff0c\u878d\u5408\u4e86\u53c2\u6570\u5316\u3001\u4eba\u5de5\u667a\u80fd\u3001\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\u7b49\u591a\u9879\u6280\u672f\uff0c\u5177\u5907\u57ce\u5e02\u5e95\u5ea7\u751f\u6210\u3001\u57ce\u5e02\u6570\u636e\u5206\u6790\u3001\u9053\u8def\u7ed3\u6784\u8c03\u6574\u3001\u8282\u70b9\u7a7a\u95f4\u6a21\u62df\u3001\u573a\u666f\u6c1b\u56f4\u751f\u6210\u4e94\u5927\u6838\u5fc3\u6a21\u5757\uff0c\u62e5\u6709\u8d85\u8fc730\u9879\u7ec6\u5206\u529f\u80fd\uff0c\u63d0\u4f9b\u6ee1\u8db3\u884c\u4e1a\u573a\u666f\u7684\u591a\u9879\u6280\u80fd\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u4ee5\u57ce\u5e02\u66f4\u65b0\u8fc7\u7a0b\u4e2d\u7684\u771f\u5b9e\u6848\u4f8b\uff0c\u5c55\u793aUrbanFlow\u5982\u4f55\u91cd\u5851\u8857\u533a\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<div>\n<p style=\"padding-left: 160px;\"><span style=\"color: #4aba0d; font-size: 14pt;\"><strong>01 \u57ce\u5e02\u5e95\u5ea7\u751f\u6210 UrbanBase-Generation<\/strong><\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>3\u6b65\u751f\u6210\u57ce\u5e02\u8857\u533a\u6a21\u578b<\/strong><br \/>\n<strong>\u4e00\u952e\u8ba1\u7b97\u65e5\u5e38\u751f\u6d3b\u7b49\u65f6\u5708<\/strong><\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p><iframe style=\"width: 1160px; height: 600px;\" src=\"\/\/player.bilibili.com\/player.html?aid=1204166769&amp;bvid=BV1Yf421U7jw&amp;cid=1533258763&amp;p=1\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<div>\n<p style=\"padding-left: 160px;\">\u57ce\u5e02\u5e95\u5ea7\u7684\u6784\u5efa\u4f9d\u6258\u4e8e\u57ce\u5e02\u4fe1\u606f\u6570\u636e\u5e93\uff0c\u5728\u9009\u62e9\u4efb\u610f\u57ce\u5e02\u540e\uff0c\u53ea\u9700\u6846\u9009\u9879\u76ee\u6240\u5728\u7247\u533a\u5373\u53ef\u83b7\u53d6\u7cbe\u51c6\u5750\u6807\uff0c\u8f93\u5165\u5bf9\u5e94\u7ecf\u7eac\u5ea6\uff0c\u4e09\u6b65\u5373\u53ef\u751f\u6210\u57ce\u5e02\u5efa\u7b51\u767d\u6a21\u5e95\u5ea7\u3002<\/p>\n<p style=\"padding-left: 160px;\">\u4f20\u7edf\u65b9\u5f0f\u53ef\u80fd\u9700\u8981\u82b1\u8d391-3\u5929\u7528\u4e8e\u624b\u5de5\u7ed8\u5236\u7247\u533a\u7684\u5e95\u6a21\uff0c\u800c\u901a\u8fc7UrbanFlow\u4ec5\u97005\u5206\u949f\u5373\u53ef\u81ea\u52a8\u751f\u6210\u5e26\u6709\u5730\u7406\u4fe1\u606f\u6570\u636e\u7684\u57ce\u5e02\u5e95\u5ea7\uff0c\u8fd8\u53ef\u4ee5\u4e00\u952e\u5bfc\u5165\u9879\u76ee\u8303\u56f4\u5185\u66f4\u7cbe\u51c6\u7684\u6d4b\u7ed8\u6570\u636e\uff0c\u5927\u5927\u8282\u7701\u4e86\u8bbe\u8ba1\u524d\u671f\u5efa\u6784\u573a\u5730\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u3002\u8fd9\u4e0d\u4ec5\u6709\u52a9\u4e8e\u8bbe\u8ba1\u56e2\u961f\u66f4\u5168\u9762\u5730\u4e86\u89e3\u9879\u76ee\u6240\u5904\u73af\u5883\uff0c\u4e3a\u540e\u7eed\u6570\u636e\u5206\u6790\u63d0\u4f9b\u57fa\u7840\u5e95\u5ea7\uff0c\u8fd8\u53ef\u4ee5\u4f5c\u4e3a\u540e\u671f\u5236\u4f5c\u6548\u679c\u56fe\u548c\u9e1f\u77b0\u56fe\u7684\u6a21\u578b\u4f9d\u636e\u3002<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u5229\u7528\u6d4b\u7ed8\u6570\u636e\u5bf9\u57ce\u5e02\u6a21\u578b\u8fdb\u884c\u90e8\u5206\u66ff\u6362<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/1.2-\u5229\u7528\u6d4b\u7ed8\u6570\u636e\u5bf9\u57ce\u5e02\u6a21\u578b\u8fdb\u884c\u90e8\u5206\u66ff\u6362.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497014\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/1.2-\u5229\u7528\u6d4b\u7ed8\u6570\u636e\u5bf9\u57ce\u5e02\u6a21\u578b\u8fdb\u884c\u90e8\u5206\u66ff\u6362.gif\" alt=\"\" width=\"1733\" height=\"984\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u5728\u591a\u6837\u5316\u7684\u7a7a\u95f4\u6570\u636e\u4fe1\u606f\u4e2d\uff0cUrbanFlow\u6700\u5148\u91c7\u7528\u7684\u662f\u8def\u7f51\u6570\u636e\u3002\u4ee5\u76ee\u6807\u8857\u533a\u4e3a\u51fa\u53d1\u70b9\uff0c\u7ed3\u5408\u8def\u7f51\u6570\u636e\u53ef\u4ee5\u57283-5\u79d2\u4e2d\u5185\u751f\u62105min\u300115min\u300130min\u7b49\u4e0d\u540c\u65f6\u6bb5\u7684\u65e5\u5e38\u751f\u6d3b\u7b49\u65f6\u5708\u3002\u8fd9\u4e9b\u7b49\u65f6\u5708\u5c55\u793a\u4e86\u4e0d\u540c\u65f6\u95f4\u5185\u6b65\u884c\u3001\u8f66\u884c\u3001\u9a91\u884c\u4e09\u79cd\u51fa\u884c\u65b9\u5f0f\u53ef\u5230\u8fbe\u7684\u8303\u56f4\uff0c\u4ece\u800c\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u66f4\u597d\u5730\u7406\u89e3\u8857\u533a\u7684\u7a7a\u95f4\u5206\u5e03\u548c\u4fbf\u6377\u7a0b\u5ea6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u7b49\u65f6\u5708\u751f\u6210<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/1.3-\u7b49\u65f6\u5708\u751f\u6210.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497016\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/1.3-\u7b49\u65f6\u5708\u751f\u6210.gif\" alt=\"\" width=\"1748\" height=\"963\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"color: #4aba0d; font-size: 14pt;\"><strong>02 \u57ce\u5e02\u6570\u636e\u5206\u6790 UrbanData-Analysis<\/strong><\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>\u4e00\u952ePOI&amp;AOI\u6570\u636e\u5206\u6790<\/strong><br \/>\n<strong>\u7cbe\u51c6\u8bc6\u522b\u793e\u533a\u670d\u52a1\u6838\u5fc3<\/strong><br \/>\n<strong>\u5feb\u901f\u51b3\u7b56\u91cd\u70b9\u6539\u9020\u8def\u6bb5<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.1-POI1.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497018\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.1-POI1.gif\" alt=\"\" width=\"1748\" height=\"967\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u57ce\u5e02\u6570\u636e\u5206\u6790\u4ece\u5b8f\u89c2\u57ce\u5e02\u73b0\u72b6\u4e0e\u5fae\u89c2\u4eba\u672c\u89c6\u89d2\u5f00\u5c55\uff0c\u4ee5\u591a\u6e90\u6570\u636e\u4e3a\u652f\u6301\uff0c\u8bbe\u8ba1\u5e08\u5728UrbanFlow\u7684\u64cd\u4f5c\u9762\u677f\u4e0a\u53ef\u8f7b\u677e\u9009\u62e9\u7b49\u65f6\u5708\u8303\u56f4\u3001POI\u7c7b\u578b\uff0c\u4fbf\u53ef\u4ee5\u5f97\u5230\u8303\u56f4\u5185POI\u6838\u5bc6\u5ea6\u548c\u6df7\u5408\u5ea6\u7684\u5206\u6790\u56fe\u3002\u4e24\u8005\u7ed3\u5408\u53ef\u4ee5\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u4e86\u89e3\u57ce\u5e02\u7a7a\u95f4\u4e2d\u4e0d\u540c\u529f\u80fd\u4e1a\u6001\u7684\u73b0\u72b6\u5206\u5e03\u5bc6\u5ea6\u3001\u6df7\u5408\u5ea6\/\u591a\u6837\u6027\u3001\u96c6\u805a\u8d8b\u52bf\u7b49\u7279\u5f81\uff0c\u5bf9\u4e8e\u540e\u7eed\u4ea7\u4e1a\u89c4\u5212\u53ca\u4e1a\u6001\u5e03\u5c40\u5177\u6709\u91cd\u8981\u7684\u53c2\u8003\u4ef7\u503c\u3002\u7efc\u5408\u8003\u8651\u5404\u9879\u56e0\u7d20\u540e\uff0cUrbanFlow\u80fd\u591f\u7cbe\u51c6\u8bc6\u522b\u6700\u6d3b\u8dc3\u7684\u9ad8\u5bc6\u5ea6\u805a\u96c6\u533a\u57df\uff0c\u4f5c\u4e3a\u793e\u533a\u670d\u52a1\u7684\u6838\u5fc3\u8282\u70b9\uff0c\u4e5f\u662f\u672a\u6765\u5224\u65ad\u7247\u533a\u66f4\u65b0\u5efa\u8bbe\u65f6\u5e8f\u7684\u91cd\u8981\u4f9d\u636e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bdPOI\u6838\u5bc6\u5ea6\u8ba1\u7b97<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.2-POI\u6838\u5bc6\u5ea6\u8ba1\u7b97.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497020\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.2-POI\u6838\u5bc6\u5ea6\u8ba1\u7b97.gif\" alt=\"\" width=\"1747\" height=\"968\" \/><\/a><\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u793e\u533a\u670d\u52a1\u6838\u5fc3\u8bc6\u522b<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.3-\u793e\u533a\u670d\u52a1\u6838\u5fc3\u8bc6\u522b.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497022\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.3-\u793e\u533a\u670d\u52a1\u6838\u5fc3\u8bc6\u522b.gif\" alt=\"\" width=\"1750\" height=\"966\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u540c\u65f6\uff0cAOI\uff08Area Of Interest \u5174\u8da3\u533a\u57df\uff09\u7684\u76f8\u5173\u5206\u6790\u5b9e\u73b0\u4e86\u4ece\u70b9\u5230\u9762\u7684\u8f6c\u6362\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u662f\u4e3a\u4e86\u8f85\u52a9POI\u6570\u636e\u5bf9\u5c45\u4f4f\u5c5e\u6027\u533a\u57df\u8fdb\u884c\u7cbe\u51c6\u7b5b\u9009\uff0c\u4ee5\u5c45\u4f4f\u533a\u4e3a\u51fa\u884c\u8def\u5f84\u7684\u8d77\u70b9\uff0c\u5e76\u5c06\u793e\u533a\u670d\u52a1\u6838\u5fc3\u4f5c\u4e3a\u7ec8\u70b9\u3002\u57fa\u4e8e\u5965\u96c5\u7814\u53d1\u4e2d\u5fc3&amp;\u5965\u521b\u5f15\u64ce\u81ea\u7814\u7684Walking Preference Algorithm \u7b97\u6cd5\uff0c\u6a21\u62df\u51fa\u5c45\u6c11\u65e5\u5e38\u751f\u6d3b\u4e2d\u4f7f\u7528\u6700\u9891\u7e41\u7684\u8def\u6bb5\uff0c\u8f85\u52a9\u51b3\u7b56\u4f5c\u4e3a\u91cd\u70b9\u8bbe\u8ba1\u7684\u4f18\u5148\u6539\u9020\u8def\u6bb5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u91cd\u70b9\u6539\u9020\u8def\u6bb5\u8bc6\u522b<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.4-\u91cd\u70b9\u6539\u9020\u8def\u6bb5\u8bc6\u522b.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497024\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/2.4-\u91cd\u70b9\u6539\u9020\u8def\u6bb5\u8bc6\u522b.gif\" alt=\"\" width=\"1748\" height=\"963\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"color: #4aba0d; font-size: 14pt;\"><strong>03 \u9053\u8def\u7ed3\u6784\u8c03\u6574 UrbanStreet-Restructure<\/strong><\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>\u667a\u80fd\u5316\u8def\u6743\u5206\u914d<\/strong><br \/>\n<strong>\u81ea\u5b9a\u4e49\u5256\u65ad\u9762\u51fa\u56fe\u98ce\u683c<\/strong><br \/>\n<strong>\u4e00\u952e\u5256\u900f\u8f6c\u767d\u6a21<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/3.1-\u7b2c\u4e09\u7ae0\u8857\u9053\u5de5\u51771.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497026\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/3.1-\u7b2c\u4e09\u7ae0\u8857\u9053\u5de5\u51771.gif\" alt=\"\" width=\"1751\" height=\"972\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u5728\u786e\u5b9a\u91cd\u70b9\u6539\u9020\u8def\u6bb5\u540e\uff0c\u8bbe\u8ba1\u5e08\u7ecf\u5e38\u9700\u8981\u8c03\u6574\u8def\u6bb5\u4e0d\u540c\u8282\u70b9\u7684\u9053\u8def\u7ed3\u6784\uff0c\u5176\u4e2d\u6700\u76f4\u63a5\u4f53\u73b0\u7684\u662f\u5178\u578b\u5256\u65ad\u9762\u56fe\u3002UrbanFlow\u4e2d\u7684\u667a\u80fd\u5256\u65ad\u9762\u8bbe\u8ba1\u6a21\u5757\uff0c\u5728\u8bbe\u5b9a\u9053\u8def\u603b\u5bbd\u5ea6\u540e\uff0c\u901a\u8fc7\u7b80\u5355\u5730\u6ed1\u52a8\u6ed1\u5757\u5373\u53ef\u8c03\u6574\u76f8\u5173\u53c2\u6570\u3002\u5982\u673a\u52a8\u8f66\u9053\u3001\u975e\u673a\u52a8\u8f66\u9053\u3001\u4eba\u884c\u9053\u7684\u5bbd\u5ea6\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u7075\u6d3b\u8c03\u6574\u9694\u79bb\u5e26\u3001\u8bbe\u5907\u5e26\u3001\u7eff\u5316\u5e26\u3001\u6392\u6c34\u6e20\u7b49\u529f\u80fd\u5e26\u7684\u5bbd\u5ea6\u548c\u4f4d\u7f6e\uff0c\u91cd\u65b0\u5206\u914d\u8def\u6743\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u5256\u65ad\u9762\u8f6c\u4e09\u7ef4\u7a7a\u95f4<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/3.2\u5256\u65ad\u9762\u8f6c\u4e09\u7ef4\u7a7a\u95f4.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497028\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/3.2\u5256\u65ad\u9762\u8f6c\u4e09\u7ef4\u7a7a\u95f4.gif\" alt=\"\" width=\"1873\" height=\"1051\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u6b64\u5916\uff0c\u7528\u6237\u8fd8\u53ef\u4ee5\u81ea\u884c\u8bbe\u7f6e\u5468\u8fb9\u7684\u7528\u5730\u7c7b\u578b\uff0c\u5305\u62ec\u7eff\u5730\u3001\u4f4f\u5b85\u3001\u5546\u4e1a\u3001\u5546\u4f4f\u7b49\uff0c\u751a\u81f3\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e0d\u540c\u98ce\u683c\u7684\u7d20\u6750\u3002\u91cd\u65b0\u751f\u6210\u7684\u5256\u9762\u56fe\u53ef\u4ee5\u4f5c\u4e3a\u884d\u751f\u4e09\u7ef4\u7a7a\u95f4\u7684\u4f9d\u636e\uff0c\u7ed3\u5408\u57ce\u5e02\u5bb6\u5177\u5e03\u7f6e\uff0c\u4f7f\u8857\u9053\u7a7a\u95f4\u5e03\u5c40\u66f4\u4e3a\u5408\u7406\u3002\u8fd9\u79cd\u80fd\u5b9e\u73b0\u4e0d\u540c\u521b\u610f\u8bbe\u8ba1\u65b9\u6848\u7684\u5feb\u901f\u8c03\u6574\uff0c\u8ba9\u8bbe\u8ba1\u5e08\u4ece\u91cd\u590d\u6027\u5de5\u4f5c\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u5c06\u66f4\u591a\u7cbe\u529b\u6295\u5165\u5230\u521b\u4f5c\u4e2d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"color: #4aba0d; font-size: 14pt;\"><strong>04 \u8282\u70b9\u7a7a\u95f4\u6a21\u62df UrbanNode-Imitation<\/strong><\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>\u98ce\u3001\u5149\u3001\u70ed\u3001\u6c34\u3001\u58f0<\/strong><br \/>\n<strong>5\u9879\u73af\u5883\u4eff\u771f\u6a21\u62df\u5206\u6790<\/strong><br \/>\n<strong>\u96c6\u7fa4\u667a\u80fd\u7b97\u6cd5\u4eba\u7fa4\u6a21\u62df<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/4.1-\u7b2c\u56db\u7ae02.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497030\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/4.1-\u7b2c\u56db\u7ae02.gif\" alt=\"\" width=\"1747\" height=\"973\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u57fa\u4e8e\u6570\u5b57\u6280\u672f\u7684\u4eff\u771f\u6a21\u62df\uff0cUrbanFlow\u53ef\u4ee5\u5b9e\u73b0\u5feb\u901f\u751f\u6210\u8282\u70b9\u7a7a\u95f4\u7684\u7269\u7406\u73af\u5883\u5206\u6790\uff0c\u5305\u62ec\u91c7\u5149\u9634\u5f71\u3001\u65e5\u7167\u8f90\u5c04\u3001\u98ce\u4e0e\u6c14\u538b\u3001\u73af\u5883\u566a\u58f0\u6a21\u62df\u3001\u5f84\u6d41\u6c47\u6c34\u7b49\u3002\u4ee5\u53ef\u611f\u3001\u53ef\u89c6\u7684\u56fe\u5f62\u8bed\u8a00\uff0c\u8f85\u52a9\u8bbe\u8ba1\u5e08\u6839\u636e\u573a\u5730\u73b0\u72b6\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u6539\u9020\uff0c\u6839\u636e\u8001\u8857\u533a\u7684\u65e5\u7167\u548c\u9634\u5f71\u60c5\u51b5\u5224\u65ad\u662f\u5426\u9700\u8981\u589e\u52a0\u906e\u9633\u8bbe\u65bd\u6216\u8c03\u6574\u690d\u7269\u5e03\u7f6e\u3002\u540c\u65f6\uff0c\u5728\u73af\u5883\u566a\u58f0\u6a21\u62df\u65b9\u9762\uff0cUrbanFlow\u52a0\u5165\u4e86\u81ea\u5b9a\u4e49\u7ec4\u4ef6\uff0c\u901a\u8fc7\u63a7\u5236\u884c\u9053\u6811\u7684\u54c1\u79cd\u3001\u51a0\u5e45\u548c\u79cd\u690d\u95f4\u8ddd\uff0c\u6765\u6a21\u62df\u4e0d\u540c\u690d\u7269\u914d\u7f6e\u5bf9\u73af\u5883\u566a\u97f3\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u91c7\u53d6\u5bf9\u5e94\u7684\u5e72\u9884\u63aa\u65bd\u3002<\/p>\n<p style=\"padding-left: 160px;\">\u5728\u5b8c\u6210\u73af\u5883\u4eff\u771f\u6a21\u62df\u4e4b\u540e\uff0c\u6211\u4eec\u671f\u671b\u901a\u8fc7\u6570\u5b57\u5316\u6280\u672f\u5b8c\u6210\u5efa\u6a21\u3001\u6a21\u62df\u3001\u81ea\u52a8\u751f\u6210\u3001\u8fed\u4ee3\u4f18\u5316\u7b49\u4e00\u7cfb\u5217\u8ba1\u7b97\uff0c\u5efa\u7acb\u4e0d\u540c\u6743\u91cd\u5f62\u6210\u7684\u73af\u5883\u8212\u9002\u6307\u6807\uff0c\u5e73\u8861\u4f7f\u7528\u8005\u7684\u8212\u9002\u5ea6\u3001\u5efa\u8bbe\u6210\u672c\u3001\u8fd0\u8425\u7ef4\u62a4\u6210\u672c\u4ee5\u53ca\u80fd\u8017\u7b49\u591a\u79cd\u56e0\u7d20\uff0c\u8fdb\u884c\u591a\u76ee\u6807\u9057\u4f20\u4f18\u5316\u641c\u7d22\u786e\u5b9a\u8bbe\u8ba1\u7684\u6700\u4f18\u89e3\uff0c\u4e3a\u57ce\u5e02\u8fd0\u8425\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><iframe style=\"width: 1160px; height: 600px;\" src=\"\/\/player.bilibili.com\/player.html?aid=1954164589&amp;bvid=BV1xC411E78S&amp;cid=1533259616&amp;p=1\" frameborder=\"0\" data-mce-fragment=\"1\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u96c6\u7fa4\u667a\u80fd\u7b97\u6cd5\u662f\u6a21\u62df\u6606\u866b\u3001\u52a8\u7269\u7684\u7fa4\u4f53\u884c\u4e3a\uff0c\u5f62\u6210\u8ba1\u7b97\u673a\u8bed\u8a00\u6784\u5efa\u7684\u667a\u80fd\u7b97\u6cd5\uff0c\u4e3a\u666f\u89c2\u8282\u70b9\u6784\u6210\u3001\u9053\u8def\u5e03\u5c40\u63d0\u4f9b\u5168\u65b0\u7684\u89e3\u51b3\u601d\u8def\u3002UrbanFlow\u53ef\u4ee5\u901a\u8fc7\u8ba1\u7b97\u6a21\u62df\u4eba\u7684\u96c6\u7fa4\u884c\u4e3a\uff0c\u5305\u62ec\u8857\u9053\u5185\u7684\u4eba\u7fa4\u805a\u96c6\u70b9\u548c\u4eba\u7fa4\u6d41\u7ebf\u4e0a\u7684\u758f\u5bc6\u53d8\u5316\uff0c\u8bbe\u8ba1\u5e08\u53ef\u4ee5\u6709\u9488\u5bf9\u6027\u5730\u5bf9\u6d3b\u52a8\u573a\u5730\u8fdb\u884c\u63d0\u524d\u5e03\u5c40\uff0c\u63d0\u5347\u4eba\u672c\u5c3a\u5ea6\u7a7a\u95f4\u4f53\u9a8c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u4eba\u7fa4\u6a21\u62df<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/4.3-\u4eba\u7fa4\u9884\u6d4b2.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497032\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/4.3-\u4eba\u7fa4\u9884\u6d4b2.gif\" alt=\"\" width=\"1746\" height=\"978\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #4aba0d;\">05 \u573a\u666f\u6c1b\u56f4\u751f\u6210 UrbanScene-Presentation<\/span><\/strong><\/span><\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>\u5feb\u901f\u98ce\u683c\u7b5b\u9009\u548c\u6c1b\u56f4\u8868\u73b0<\/strong><br \/>\n<strong>\u5b9e\u65f6\u6e32\u67d3\u4e0e\u7ec6\u8282\u8c03\u6574<\/strong><\/p>\n<p style=\"padding-left: 160px;\">AIGC\uff08\u4eba\u5de5\u667a\u80fd\u81ea\u52a8\u751f\u6210\u5185\u5bb9\uff09\u5728\u8fd1\u671f\u6380\u8d77\u4e86\u70ed\u6f6e\uff0c\u968f\u7740\u5965\u96c5\u5bf9\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u63a2\u7d22\u4e0d\u65ad\u52a0\u6df1\uff0cUrbanFlow\u4f18\u5316\u4e86\u4f20\u7edf\u8bbe\u8ba1\u7684\u5de5\u4f5c\u6d41\u3002\u5728\u65b9\u6848\u521d\u671f\u7684\u6548\u679c\u8868\u8fbe\u4e0a\uff0c\u8bbe\u8ba1\u5e08\u53ea\u9700\u642d\u5efa\u7b80\u5355\u7684\u767d\u6a21\uff0c\u914d\u5408\u591a\u4e2a\u5b9a\u5236\u5316\u7684LoRA\u6a21\u578b\uff0c\u5373\u53ef\u751f\u6210\u4e0d\u540c\u7684\u8868\u73b0\u98ce\u683c\uff0c\u4f8b\u5982\u5199\u5b9e\u3001\u6f2b\u753b\u3001\u6c34\u58a8\u7b49\u3002\u5e76\u4e14\uff0c\u5728\u4fdd\u8bc1\u76f8\u540c\u89c6\u89d2\u4e0b\uff0c\u7a33\u5b9a\u751f\u6210\u5e26\u6709\u5b63\u76f8\u53d8\u5316\u3001\u591c\u666f\u5207\u6362\u3001\u5929\u6c14\u53d8\u5316\u3001\u7a7a\u95f4\u6c1b\u56f4\u53d8\u5316\u7684\u6548\u679c\u56fe\uff0c\u4ee5\u6b64\u6765\u6fc0\u53d1\u8bbe\u8ba1\u5e08\u7684\u60f3\u8c61\u529b\u3001\u7075\u611f\u548c\u521b\u9020\u529b\uff0c\u5b9e\u73b0\u65b9\u6848\u7684\u5feb\u901f\u8868\u8fbe\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u573a\u666f\u6c1b\u56f4\u56fe\u7eb8\u751f\u6210<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/5.1-\u573a\u666f\u6c1b\u56f4\u56fe\u7eb8\u751f\u6210.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497010\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/5.1-\u573a\u666f\u6c1b\u56f4\u56fe\u7eb8\u751f\u6210.gif\" alt=\"\" width=\"1744\" height=\"977\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u5b9e\u65f6\u6e32\u67d3\u4e5f\u662fUrbanFlow\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u8bbe\u8ba1\u5e08\u5728\u5efa\u6a21\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u8bba\u662f\u5c40\u90e8\u4fee\u6539\u8fd8\u662f\u690d\u7269\u5e03\u7f6e\uff0cUrbanFlow\u90fd\u53ef\u4ee5\u5b9e\u65f6\u505a\u51fa\u53cd\u5e94\uff0c\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u770b\u5230\u4fee\u6539\u548c\u8c03\u6574\u540e\u7684\u89c6\u89c9\u6548\u679c\u3002\u5b9e\u65f6\u6e32\u67d3\u7684\u80fd\u529b\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8bbe\u8ba1\u5e08\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8ba9\u8bbe\u8ba1\u5e08\u5feb\u901f\u8fed\u4ee3\u548c\u4f18\u5316\u8bbe\u8ba1\u65b9\u6848\uff0c\u6253\u901a\u4ece\u8bbe\u8ba1\u6784\u601d\u5230\u8bbe\u8ba1\u8868\u8fbe\u7684\u6700\u540e\u4e00\u73af\u3002<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><span style=\"font-size: 10pt;\">\u25bd\u573a\u666f\u6c1b\u56f4\u5b9e\u65f6\u6e32\u67d3<\/span><\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/5.2-\u573a\u666f\u6c1b\u56f4\u5b9e\u65f6\u6e32\u67d3.gif\"><img loading=\"lazy\" class=\"aligncenter wp-image-497012\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/5.2-\u573a\u666f\u6c1b\u56f4\u5b9e\u65f6\u6e32\u67d3.gif\" alt=\"\" width=\"1743\" height=\"978\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px; text-align: center;\"><strong>\u5f69\u86cb\u548c\u5e94\u7528\u63a2\u7d22<\/strong><\/p>\n<p style=\"padding-left: 160px;\">\u7ecf\u8fc7\u6d4b\u8bd5\u548c\u5b9e\u8df5\uff0c\u4ee5\u4e0a\u4e94\u5927\u6838\u5fc3\u6a21\u5757\u7684\u4e32\u8054\u91cd\u5851\u4e86\u57ce\u5e02\u66f4\u65b0\u7c7b\u8857\u533a\u8bbe\u8ba1\u7684\u5de5\u4f5c\u6d41\uff0c\u5b83\u5c06\u539f\u672c\u5272\u88c2\u7684\u524d\u540e\u73af\u8282\u878d\u5408\u4e92\u8865\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5de5\u4f5c\u6548\u7387\u548c\u5de5\u4f5c\u8d28\u91cf\uff0c\u4f46\u5176\u5b9e\u7528\u6027\u8fdc\u4e0d\u6b62\u4e8e\u6b64\u3002UrbanFlow\u4e2d\u768430\u4f59\u9879\u7ec6\u5206\u529f\u80fd\u5c31\u50cf\u4e50\u9ad8\u7684\u57fa\u7840\u6a21\u5757\uff0c\u8bbe\u8ba1\u5e08\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u9879\u76ee\u9700\u6c42\u53ca\u573a\u666f\u8fdb\u884c\u91cd\u65b0\u6392\u5217\u7ec4\u5408\uff0c\u5f62\u6210\u9002\u7528\u4e8e\u5176\u4ed6\u9879\u76ee\u7c7b\u578b\u7684\u9ad8\u6548\u8bbe\u8ba1\u6d41\u7a0b\u3002<br \/>\n\u201c\u521b\u9020\u6700\u7f8e\u597d\u7684\u4eba\u5c45\u73af\u5883\uff0c\u8ba9\u7a7a\u95f4\u8d4b\u4e88\u751f\u547d\u201c\u662f\u5965\u96c5\u80a1\u4efd\u7684\u6838\u5fc3\u4f01\u4e1a\u4ef7\u503c\u89c2\uff0c\u9664\u4e86\u63d0\u5347\u8bbe\u8ba1\u5e08\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u6211\u4eec\u4e5f\u5e0c\u671bUrbanFlow\u80fd\u5e94\u7528\u5230\u65e5\u5e38\u7684\u751f\u6d3b\u573a\u666f\u5f53\u4e2d\u3002\u6211\u4eec\u9f13\u52b1\u5927\u5bb6\u57fa\u4e8eUrbanFlow\u7684\u529f\u80fd\uff0c\u521b\u9020\u66f4\u591a\u6709\u8da3\u3001\u5b9e\u7528\u7684\u751f\u6d3b\u5c0f\u5de5\u5177\u3002\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u4ea7\u54c1\u7814\u53d1\u7684\u540c\u4e8b\u7075\u5149\u4e00\u95ea\u53d1\u73b0\u4e86POI\u548c\u7b49\u65f6\u5708\u529f\u80fd\u7684\u6f5c\u529b\uff0c\u4e8e\u662f\u6211\u4eec\u8fc5\u901f\u5f00\u53d1\u4e86\u4e00\u6b3eC\u7aef\u5c0f\u5de5\u5177\uff1a\u53ea\u9700\u5728\u754c\u9762\u4e2d\u9009\u62e9\u81ea\u5df1\u7684\u4f4d\u7f6e\u3001\u504f\u597d\u7684\u9910\u996e\u7c7b\u578b\u4ee5\u53ca\u613f\u610f\u884c\u8d70\u7684\u8ddd\u79bb\uff0c\u7136\u540e\u70b9\u51fb\u201c\u4e22\u9ab0\u5b50\u201d\uff0c\u7cfb\u7edf\u5373\u53ef\u968f\u673a\u63a8\u8350\u4e00\u5bb6\u7b26\u5408\u6761\u4ef6\u7684\u9910\u996e\u5e97\uff0c\u8f7b\u677e\u89e3\u51b3\u540c\u4e8b\u4eec\u201c\u4eca\u5929\u5403\u4ec0\u4e48\uff1f\u201d\u7684\u4e16\u754c\u96be\u9898\uff01<\/p>\n<p>&nbsp;<\/p>\n<p><iframe style=\"width: 1160px; height: 600px;\" src=\"\/\/player.bilibili.com\/player.html?aid=1154011965&amp;bvid=BV1qZ42177F5&amp;cid=1533263796&amp;p=1\" frameborder=\"0\" data-mce-fragment=\"1\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><strong>\u626b\u7801\u8bd5\u7528 \u5f00\u521b\u57ce\u5e02\u7f8e\u597d\u672a\u6765<\/strong><\/p>\n<p style=\"padding-left: 160px;\">UrbanFlow\u662f\u5965\u96c5Urban\u7cfb\u5217\u7684\u9996\u6b3e\u4ea7\u54c1\uff0c\u6211\u4eec\u5c06\u5728\u672a\u6765\u8fdb\u4e00\u6b65\u62d3\u5c55\u57ce\u5e02\u66f4\u65b0\u3001\u57ce\u5e02\u51b3\u7b56\u548c\u57ce\u5e02\u8fd0\u8425\u76f8\u5173\u7684\u5de5\u5177\uff0c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u5de5\u5177\u77e9\u9635\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u6b3e\u8857\u533a\u667a\u80fd\u8bbe\u8ba1\u5de5\u5177\uff0c\u66f4\u662f\u9971\u542b\u4e86\u6211\u4eec\u5bf9\u672a\u6765\u6570\u5b57\u57ce\u5e02\u53ef\u6301\u7eed\u5316\u53d1\u5c55\u7684\u5411\u5f80\u548c\u63a2\u7d22\u3002\u6211\u4eec\u671f\u5f85\u901a\u8fc7\u4e00\u7cfb\u5217\u7684\u8bbe\u8ba1\u5de5\u5177\uff0c\u8f85\u52a9\u8bbe\u8ba1\u5e08\u63a2\u7d22\u57ce\u5e02\u53d1\u5c55\u7684\u89c4\u5f8b\u3001\u6a21\u62df\u57ce\u5e02\u8fd0\u884c\u3001\u8bc4\u4f30\u53d1\u5c55\u8d8b\u52bf\uff0c\u4e3a\u8bbe\u8ba1\u5e08\u63d0\u4f9b\u4fbf\u6377\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u4ece\u800c\u5e94\u5bf9\u9ad8\u8d28\u91cf\u3001\u7cbe\u7ec6\u5316\u7684\u8bbe\u8ba1\u8981\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Ffull\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-497004\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Ffull\" alt=\"\" width=\"2560\" height=\"1443\" srcset=\"https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Ffull 2560w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fmedium 720w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Flarge 1160w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fthumbnail 460w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fboombox_image768 768w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fboombox_image768-2x 1536w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2F2048x2048 2048w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fboombox_image545 545w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fboombox_image545-2x 1090w, https:\/\/i.mooool.com\/img\/2024\/05\/UrbanFlow\u6d41\u7a0b.png?x-oss-process=style%2Fboombox_image1600 1600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\">\u5728\u516c\u53f8\u201cAll in AI\u201d\u7684\u6218\u7565\u6307\u5f15\u4e0b\uff0c\u5965\u96c5\u5c06\u7ee7\u7eed\u79c9\u627f\u521b\u65b0\u53d1\u5c55\u7684\u7406\u5ff5\uff0c\u6df1\u5ea6\u878d\u5408\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u3001\u673a\u5668\u5b66\u4e60\u3001\u4e91\u8ba1\u7b97\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u7b49\u524d\u6cbf\u6280\u672f\u3002\u516c\u53f8\u5c06\u7ee7\u7eed\u81f4\u529b\u4e8e\u5728\u516c\u56ed\u8bbe\u8ba1\u3001\u690d\u7269\u8bbe\u8ba1\u3001\u793e\u533a\u8bbe\u8ba1\u3001\u4eb2\u5b50\u6587\u65c5\u3001\u513f\u7ae5\u53cb\u597d\u7b49\u66f4\u591a\u7684\u573a\u666f\u4e2d\u878d\u5408\u76f8\u5173\u524d\u6cbf\u6280\u672f\uff0c\u91cd\u5851\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b\uff0c\u81f4\u529b\u4e8e\u5f00\u53d1\u66f4\u591a\u5177\u6709\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u7684\u4ea7\u54c1\u3002\u5728\u4e1a\u754c\u53d6\u5f97\u826f\u597d\u7684\u5e94\u7528\u6548\u679c\u540e\uff0c\u4f1a\u8fdb\u4e00\u6b65\u52a0\u5feb\u76f8\u5173\u4ea7\u54c1\u7684\u5546\u4e1a\u5316\u8fdb\u7a0b\u3002\u622a\u6b62\u76ee\u524d\uff0cUrban\u7cfb\u5217\u4ea7\u54c1\u5df2\u7ecf\u6210\u529f\u7533\u8bf7\u4e861\u9879\u53d1\u660e\u4e13\u5229\uff0c\u201c\u4e00\u79cd\u57fa\u4e8e AI \u6a21\u578b\u7684\u8857\u666f\u91cd\u6784\u65b9\u6cd5\u53ca\u7cfb\u7edf\u201d\uff1b\u5e76\u83b7\u5f97\u4e862\u9879\u8f6f\u4ef6\u8457\u4f5c\u6743\uff0c\u201c\u5965\u96c5\u57ce\u5e02\u5e95\u5ea7\u751f\u6210\u8f6f\u4ef6V1.0\u201d\u3001\u201c\u5965\u96c5\u57ce\u5e02\u7a7a\u95f4\u8282\u70b9\u573a\u666f\u56fe\u751f\u6210\u8f6f\u4ef6V1.0\u201d\uff1b1\u9879\u4f5c\u54c1\u8457\u4f5c\u6743\u201c\u5965\u96c5\u8857\u9053\u65ad\u9762\u751f\u6210\u8f6f\u4ef6\u201d\u3002<\/p>\n<p style=\"padding-left: 160px;\">\u672a\u6765\uff0c\u516c\u53f8\u671f\u671b\u80fd\u591f\u6301\u7eed\u53d1\u6325\u884c\u4e1a\u9886\u5148\u8005\u7684\u6f5c\u529b\uff0c\u901a\u8fc7\u6280\u672f\u7814\u53d1\u4e0e\u4ea7\u54c1\u5f00\u53d1\u7684\u53cc\u8f6e\u9a71\u52a8\uff0c\u63a8\u52a8\u8bbe\u8ba1\u9769\u65b0\u5411\u201c\u65b0\u8d28\u751f\u4ea7\u529b\u201c\u8fc8\u8fdb\uff0c\u4fc3\u8fdb\u57ce\u5e02\u5efa\u8bbe\u548c\u57ce\u5e02\u53d1\u5c55\u8d70\u5411\u66f4\u52a0\u667a\u6167\u3001\u53ef\u6301\u7eed\u7684\u65b0\u9636\u6bb5\u3002<\/p>\n<p style=\"padding-left: 160px;\">\u6211\u4eec\u8bda\u631a\u9080\u8bf7\u66f4\u591a\u4f19\u4f34\u52a0\u5165\u6211\u4eec\u7684\u63a2\u7d22\u4e4b\u65c5\uff0c\u626b\u7801\u8bd5\u7528\u4ea7\u54c1\u53ca\u52a0\u5165\u793e\u7fa4\uff0c\u5171\u540c\u5f00\u521b\u57ce\u5e02\u7f8e\u597d\u672a\u6765\uff01<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Ffull\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-497006\" src=\"https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Ffull\" alt=\"\" width=\"2560\" height=\"965\" srcset=\"https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Ffull 2560w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fmedium 720w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Flarge 1160w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fthumbnail 460w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fboombox_image768 768w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fboombox_image768-2x 1536w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2F2048x2048 2048w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fboombox_image545 545w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fboombox_image545-2x 1090w, https:\/\/i.mooool.com\/img\/2024\/05\/\u8054\u7cfb\u65b9\u5f0f.jpg?x-oss-process=style%2Fboombox_image1600 1600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><strong>\u5965\u96c5\u57ce\u5e02\u66f4\u65b0\u9879\u76ee\u5e94\u7528\u5b9e\u8df5<\/strong><\/p>\n<p style=\"padding-left: 160px;\">\u66f4\u65b0\u7684\u57ce\u5e02 \u66f4\u201c\u65b0\u201d\u7684\u751f\u6d3b | \u5965\u96c5\u80a1\u4efd\u79ef\u6781\u63a8\u52a8\u57ce\u5e02\u66f4\u65b0\u590d\u82cf\u7684\u57ce\u5e02\u4e28\u5965\u96c5\u57ce\u5e02\u66f4\u65b0\u5408\u96c6\u5965\u96c5\u80a1\u4efd\u4e2d\u6807\u4f5b\u5c71\u7f8e\u9676\u6e7e\u5927\u9053\u57ce\u5e02\u683c\u8c03\u63d0\u5347\u9879\u76ee \u63a8\u52a8\u4f5b\u5c71\u57ce\u5e02\u66f4\u65b0 | \u559c\u8baf\u5965\u96c5\u80a1\u4efd\u4e0e\u8054\u5408\u4f53\u4e2d\u6807\u91cd\u5e86\u5bf8\u6ee9\u56fd\u9645\u65b0\u57ce\u91d1\u5c71\u7247\u533a\u66f4\u65b0\u89c4\u5212\u65b9\u6848\u56fd\u9645\u5f81\u96c6\u65b9\u6848\u6df1\u5316\u8bbe\u8ba1 | \u559c\u8baf\u201c\u6a59\u201d\u98ce\u800c\u4e0a \u518d\u9020\u57ce\u5e02\u751f\u547d\u529b\u4e28\u9752\u5c9b\u81ea\u8d38\u7247\u533a\u95ef\u521b\u9a7f\u57ce\u5e02\u66f4\u65b0<br \/>\n\u5965\u96c5\u80a1\u4efd\u8054\u5408\u4f53\u4e2d\u6807\u65e0\u9521\u5e02\u6881\u6eaa\u533a\u60e0\u5c71\u5317\u9e93\u57ce\u5e02\u66f4\u65b0\u4e00\u671f\u9879\u76ee | \u559c\u8baf\u57ce\u5e02\u7684\u5bfb\u6839\u4e0e\u518d\u751f\u4e28\u6df1\u5733\u5357\u5934\u53e4\u57ce<br \/>\n\u53c8\u89c1\u8001\u57ce \u65b0\u610f\u76ce\u7136 | \u6d1b\u9633\u6d1b\u9091\u53e4\u57ce\u56fd\u98ce\u6380\u8d77\u6587\u65c5\u65b0\u6d6a\u6f6e\u4e28\u7a7f\u8d8a\u6d1b\u9633 \u68a6\u56de\u5927\u5510<br \/>\n\u90d1\u5dde\u5546\u4ee3\u90fd\u57ce\u9057\u5740\u6838\u5fc3\u533a\u4e09\u7247\u533a\u666f\u89c2\u8bbe\u8ba1\u5de5\u4e1a\u9057\u4ea7\u7684\u7115\u6d3b\u4e0e\u65b0\u751f\u4e28\u68c93\u521b\u610f\u8857\u533a\u5fae\u66f4\u65b0<br \/>\n\u8ba9\u8857\u9053\u56de\u5f52\u751f\u6d3b | \u5317\u4eac\u897f\u7ea2\u95e8\u521b\u4e1a\u5927\u8857\u590f\u65e5\u5fae\u91ba\u4f01\u5212 | \u9752\u5c9bCity Walk \u00b7 \u57ce\u5e02\u66f4\u65b0\u8def\u7ebf<br \/>\n\u767e\u5e74\u767b\u5dde\u8def \u70df\u706b\u4e0d\u591c\u57ce | \u57ce\u5e02\u7115\u65b0\u4e4b\u65c5 \u8d70\u8fdb\u9752\u5c9b\u767b\u5dde\u8def\u5564\u9152\u8857<br \/>\n\u6ecb\u6ecb\u5192\u6ce1\u7684\u76db\u590f\u4e0d\u80fd\u6ca1\u6709\u97f3\u4e50 | \u9752\u5c9b\u53f0\u67f3\u8def1907\u97f3\u4e50\u9152\u5427\u8857\u7b2c\u51e0\u6b21\u6765\u6ca1\u5173\u7cfb \u5317\u4eac\u6b22\u8fce\u4f60 | \u5317\u4eac\u516b\u89d2\u65b0\u4e50\u56ed<br \/>\n\u5de5\u4e1a\u9057\u5740\u53d8\u8eab\u7f50\u7f50\u4e50\u56ed \u5316\u80a5\u5382\u5316\u4f5c\u5feb\u4e50\u5929\u5802<br \/>\n\u9152\u522b\u91cd\u9022 \u8ba9\u4f60\u559c\u6b22\u4e0a\u6d77\u7684\u65b0\u7406\u7531\uff5c\u529b\u6ce21987\u521b\u610f\u56ed<br \/>\n\u5357\u6e56\u666f\u533a\u66f4\u65b0\u7115\u6d3b\u529b \u5965\u96c5\u8d4b\u80fd\u5510\u5c71\u6587\u65c5\u65b0\u53d1\u5c55<br \/>\n\u6d12\u843d\u4e00\u6c60\u661f\u5149\u4e28\u6c47\u4eac\u53cc\u5b50\u5ea7\u6539\u9020\u66f4\u65b0<br \/>\n\u5bfb\u56de\u8fd0\u7cae\u6cb3\u4e28\u5170\u9675\u53bf\u7530\u56ed\u65b0\u57ce\u6cb3\u9053\u63d0\u5347<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 160px;\"><strong>\u5965\u96c5\u57ce\u5e02\u66f4\u65b0\u4e1a\u52a1\u54a8\u8be2<\/strong><\/p>\n<p style=\"padding-left: 160px;\">\u5168\u56fd\u533a\u57df\uff1a\u9648\u4f73\u745e 13260641615<br \/>\n\u534e\u5357\u533a\u57df\uff1a\u718a\u4e00\u9e4f 13590247526<br \/>\n\u534e\u4e1c\u533a\u57df\uff1a\u94b1\u8f76\u94ed 18930362406<br \/>\n\u534e\u5317\u533a\u57df\uff1a\u5b8b\u7f8e\u66fc 18910516827<br \/>\n\u897f\u5357\u533a\u57df\uff1a\u9b4f\u64ce\u5b87 13548070934<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><span style=\"font-size: 10pt;\">\u5ba1\u7a3f\u7f16\u8f91\uff1aMaggie<\/span><\/p>\n<p>\u66f4\u591a Read more about\uff1a<strong><a href=\"http:\/\/www.aoya-hk.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5965\u96c5\u80a1\u4efd L&amp;A GROUP<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u7531 \u5965\u96c5\u80a1\u4efd \u6388\u6743mooool\u53d1\u8868\uff0c\u6b22\u8fce\u8f6c\u53d1\uff0c\u7981\u6b62\u4ee5mooool\u7f16\u8f91\u7248\u672c\u8f6c\u8f7d\u3002 Thanks L&amp;A GROUP for authorizing the publication of the project on mooool, Text description and images provided by L&amp;A GROUP. &nbsp; \u5965\u96c5\u80a1\u4efd\uff1a\u5f53\u6211\u4eec\u56de\u9996\u671b\u53bb\uff0cChatGPT\u3001Stable Diffusion\u3001Sora\u7b49\u4eba\u5de5\u667a\u80fd\u6280\u672f\u88c2\u53d8\u5f0f\u5730\u9769\u65b0\uff0c\u4e0d\u4ec5\u6380\u8d77\u4e86\u4e00\u573a\u79d1\u6280\u72c2\u6b22\uff0c\u4e5f\u5f15\u53d1\u4e86\u4eba\u4eec\u5bf9\u4e8e\u672a\u6765\u7684\u65e0\u5c3d\u601d\u8003\u3002\u4f5c\u4e3a\u5f15\u9886\u884c\u4e1a\u667a\u80fd\u5316\u548c\u6570\u5b57\u5316\u7684\u5148\u884c\u8005\uff0c\u5965\u96c5\u5e0c\u671b\u7ad9\u5728\u8fd9\u573a\u53d8\u9769\u7684\u524d\u6cbf\u3002\u901a\u8fc7\u91cd\u5851\u5de5\u4f5c\u6d41\u7684\u65b9\u5f0f\uff0c\u63a8\u52a8\u751f\u4ea7\u5de5\u5177\u7684\u9769\u65b0\uff0c\u91c7\u7528\u81ea\u52a8\u5316\u51fa\u56fe\u548c\u7b97\u6cd5\u751f\u6210\u7b49\u6280\u672f\u53d8\u9769\u8bbe\u8ba1\u751f\u4ea7\u529b\uff0c\u4ee5\u5e94\u5bf9\u7cbe\u7ec6\u5316\u8bbe\u8ba1\u65f6\u4ee3\u5e26\u6765\u7684\u6311\u6218\u548c\u9700\u6c42\u3002\u5728\u4ea7\u54c1\u7814\u53d1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u6df1\u5165\u4e86\u89e3\u5230\u4e00\u7ebf\u8bbe\u8ba1\u5e08\u7684\u9700\u6c42\uff0c\u7ed3\u5408\u5965\u96c5\u8fc7\u5f80\u4e8c\u5341\u5e74\u79ef\u7d2f\u7684\u4e30\u5bcc\u8bbe\u8ba1\u7ecf\u9a8c\uff1a \u5965\u96c5\u80a1\u4efd\u6b63\u5f0f\u63a8\u51fa\u81ea\u7814\u4ea7\u54c1UrbanFlow \u7528\u591a\u79cd\u8ba1\u7b97\u6027\u6280\u672f\u91cd\u5851\u8857\u533a\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b &nbsp; \ufeff &nbsp; &nbsp; UrbanFlow\uff0c\u5b9a\u4f4d\u4e8e\u57ce\u5e02\u66f4\u65b0\u8857\u533a\u667a\u80fd\u8bbe\u8ba1\u5de5\u5177\uff0c\u878d\u5408\u4e86\u53c2\u6570\u5316\u3001\u4eba\u5de5\u667a\u80fd\u3001\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\u7b49\u591a\u9879\u6280\u672f\uff0c\u5177\u5907\u57ce\u5e02\u5e95\u5ea7\u751f\u6210\u3001\u57ce\u5e02\u6570\u636e\u5206\u6790\u3001\u9053\u8def\u7ed3\u6784\u8c03\u6574\u3001\u8282\u70b9\u7a7a\u95f4\u6a21\u62df\u3001\u573a\u666f\u6c1b\u56f4\u751f\u6210\u4e94\u5927\u6838\u5fc3\u6a21\u5757\uff0c\u62e5\u6709\u8d85\u8fc730\u9879\u7ec6\u5206\u529f\u80fd\uff0c\u63d0\u4f9b\u6ee1\u8db3\u884c\u4e1a\u573a\u666f\u7684\u591a\u9879\u6280\u80fd\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u4ee5\u57ce\u5e02\u66f4\u65b0\u8fc7\u7a0b\u4e2d\u7684\u771f\u5b9e\u6848\u4f8b\uff0c\u5c55\u793aUrbanFlow\u5982\u4f55\u91cd\u5851\u8857\u533a\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b\u3002 &nbsp; &nbsp; 01 \u57ce\u5e02\u5e95\u5ea7\u751f\u6210 UrbanBase-Generation 3\u6b65\u751f\u6210\u57ce\u5e02\u8857\u533a\u6a21\u578b \u4e00\u952e\u8ba1\u7b97\u65e5\u5e38\u751f\u6d3b\u7b49\u65f6\u5708 &nbsp; &nbsp; \u57ce\u5e02\u5e95\u5ea7\u7684\u6784\u5efa\u4f9d\u6258\u4e8e\u57ce\u5e02\u4fe1\u606f\u6570\u636e\u5e93\uff0c\u5728\u9009\u62e9\u4efb\u610f\u57ce\u5e02\u540e\uff0c\u53ea\u9700\u6846\u9009\u9879\u76ee\u6240\u5728\u7247\u533a\u5373\u53ef\u83b7\u53d6\u7cbe\u51c6\u5750\u6807\uff0c\u8f93\u5165\u5bf9\u5e94\u7ecf\u7eac\u5ea6\uff0c\u4e09\u6b65\u5373\u53ef\u751f\u6210\u57ce\u5e02\u5efa\u7b51\u767d\u6a21\u5e95\u5ea7\u3002 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