
{"id":11611,"date":"2026-08-28T14:57:12","date_gmt":"2026-08-28T06:57:12","guid":{"rendered":"https:\/\/infernews.com\/blog\/urbanground-local-perception-to-spatial-agency-in-a-real-scale-city\/"},"modified":"2026-08-28T15:01:28","modified_gmt":"2026-08-28T07:01:28","slug":"urbanground-hong-kong","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/urbanground-hong-kong\/","title":{"rendered":"UrbanGround \u958b\u6e90\uff1a\u771f\u5be6\u9999\u6e2f\u57ce\u5e02\u7d1a 3D \u6c99\u76d2\u591a\u6a21\u614b\u667a\u80fd\u9ad4"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/pasted-c256979f1b16.jpg\" alt=\"UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">UrbanGround \u7531\u4e00\u500b\u5b78\u8853\u5718\u968a\u5728 GitHub \u4e0a\u958b\u6e90\uff0c\u6574\u500b\u9805\u76ee\u7684\u91ce\u5fc3\u5728\u65bc\u628a\u300c\u771f\u5be6\u57ce\u5e02\u898f\u6a21\u300d\u9019\u4ef6\u4e8b\u5e36\u9032\u591a\u6a21\u614b\u667a\u80fd\u9ad4\uff08Multimodal Large Language Model, MLLM\uff09\u7684\u7814\u7a76\u88e1\u3002\u5b83\u4ee5\u9999\u6e2f\u7684 3D Visualisation Map \u70ba\u5e95\u5c64\u5730\u7406\u6578\u64da\uff0c\u642d\u914d Unity \u5834\u666f\u63d0\u4f9b\u7b2c\u4e00\u4eba\u7a31\u9023\u7e8c\u79fb\u52d5\u3001\u78b0\u649e\u8207\u65e5\u591c\u3001\u5929\u6c23\u3001\u884c\u4eba\u7b49\u52d5\u614b\u8b8a\u5316\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u4ee5 WASD \u9375\u76e4\u64cd\u4f5c\u5728\u57ce\u5e02\u88e1\u884c\u8d70\u3001\u722c\u6a13\u68af\u3001\u627e\u5730\u9ede\u3001\u5207\u63db\u8996\u89d2\uff0c\u4ea6\u53ef\u4ee5\u4ea4\u7531 AI \u667a\u80fd\u9ad4\u900f\u904e\u7a0b\u5f0f\u4ecb\u9762\uff08HTTP API\uff09\u53d6\u5f97 RGB \u89c0\u5bdf\u3001\u7269\u7406\u52d5\u4f5c\u8207\u5730\u5716\u8cc7\u8a0a\uff0c\u81ea\u884c\u6c7a\u7b56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u74b0\u5883\u548c\u904e\u5f80\u4ee5\u5c0f\u578b\u5408\u6210\u5834\u666f\u6216\u5c01\u9589\u904a\u6232\u5f15\u64ce\u70ba\u4e3b\u7684\u505a\u6cd5\u76f8\u6bd4\uff0c\u6838\u5fc3\u5dee\u7570\u5728\u65bc\u300c\u898f\u6a21\u300d\u8207\u300c\u771f\u5be6\u5730\u7406\u9589\u74b0\u300d\uff1a\u667a\u80fd\u9ad4\u770b\u5230\u7684\u4e0d\u662f\u62bd\u8c61\u65b9\u584a\uff0c\u800c\u662f\u4e00\u5ea7\u771f\u5be6\u57ce\u5e02\u7684\u8857\u9053\u3001\u6a13\u5b87\u3001\u5730\u5f62\uff0c\u4e26\u4e14\u89c0\u5bdf\u3001\u52d5\u4f5c\u3001\u5730\u5716\u4e09\u8005\u4f86\u81ea\u540c\u4e00\u500b\u4ecb\u9762\uff0c\u65b9\u4fbf\u7814\u7a76\u8005\u8a2d\u8a08\u8cbc\u8fd1\u771f\u5be6\u5c0e\u822a\u3001\u7a7a\u9593\u611f\u77e5\u8207\u4efb\u52d9\u898f\u5283\u7684\u6e2c\u8a66\u3002\u6574\u500b\u9805\u76ee\u540c\u6642\u91cb\u51fa\u7db2\u9801\u7248\u3001macOS\u3001Windows \u8207 Linux \u539f\u751f\u7248\u672c\uff0c\u4e26\u9644\u4e0a\u591a\u500b\u7531\u4e94\u500b\u80fd\u529b\u5c64\u7d1a\u7d44\u6210\u7684\u8a55\u6e2c\u4efb\u52d9\uff0c\u4f9b MLLM \u5728\u611f\u77e5\u8207\u884c\u52d5\u5169\u7aef\u505a\u7cfb\u7d71\u6027\u6bd4\u8f03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u7814\u7a76 MLLM \u7a7a\u9593\u667a\u80fd\u3001\u57ce\u5e02\u5c0e\u822a\u6216\u6578\u5b57\u5b7f\u751f\u7684\u5718\u968a\u4f86\u8aaa\uff0cUrbanGround \u63d0\u4f9b\u4e86\u4e00\u500b\u6bd4\u624b\u5de5\u642d\u5efa\u7684\u5c0f\u5834\u666f\u66f4\u8cbc\u8fd1\u73fe\u5be6\u7684\u6e2c\u8a66\u5834\uff1b\u5c0d\u4e00\u822c\u73a9\u5bb6\u6216\u958b\u767c\u8005\u800c\u8a00\uff0c\u5b83\u4e5f\u662f\u4e00\u500b\u80fd\u5728\u700f\u89bd\u5668\u76f4\u63a5\u63a2\u7d22\u9999\u6e2f\u8857\u666f\u7684\u5be6\u9a57\u6027\u6c99\u76d2\u3002\u9700\u8981\u7559\u610f\u7684\u662f\uff0c\u7db2\u9801\u7248\u9996\u6b21\u8f09\u5165\u5b8c\u6574 Unity \u5834\u666f\u5728\u7e41\u5fd9\u6642\u6bb5\u6216\u6162\u901f\u7db2\u7d61\u4e0b\u9700\u6642\u7d04 3 \u81f3 5 \u5206\u9418\uff0c\u4f5c\u8005\u5efa\u8b70\u5f9e GitHub \u4e0b\u8f09\u4e26\u5728\u672c\u5730\u7db2\u7d61\u63d0\u4f9b tile \u6578\u64da\u4ee5\u52a0\u5feb\u901f\u5ea6\u3002\u76ee\u524d\u5834\u666f\u4ecd\u6709\u300c\u6a21\u7cca\u6216\u4e0d\u5b8c\u6574\u5e7e\u4f55\u300d\u4ee5\u53ca\u300c\u8eca\u8f1b\u8207\u884c\u4eba\u7a2e\u985e\u6709\u9650\u300d\u7b49\u5df2\u77e5\u9650\u5236\uff0c\u76f8\u95dc\u4fee\u6b63\u5728\u8def\u7dda\u5716\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u6458\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u771f\u5be6\u57ce\u5e02\u898f\u6a21<\/strong>\uff1a\u4ee5\u9999\u6e2f\u5168\u5883 3D \u5730\u7406\u6578\u64da\u9a45\u52d5\uff0c\u975e\u62bd\u8c61\u5c0f\u578b\u5408\u6210\u5834\u666f\u3002<\/li>\n<li><strong>\u96d9\u64cd\u4f5c\u4ecb\u9762<\/strong>\uff1a\u7b2c\u4e00\u4eba\u7a31\u73a9\u5bb6\u8207 MLLM \u667a\u80fd\u9ad4\u5171\u4eab\u540c\u4e00\u5957 RGB \u89c0\u5bdf\u8207\u52d5\u4f5c API\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u767c\u4f48<\/strong>\uff1a\u63d0\u4f9b\u7db2\u9801\u7248\u8207 macOS\u3001Windows\u3001Linux \u539f\u751f\u61c9\u7528\u3002<\/li>\n<li><strong>\u7d50\u69cb\u5316\u8a55\u6e2c<\/strong>\uff1a\u5167\u5efa\u591a\u5c64\u7d1a\u4efb\u52d9\uff0c\u7528\u65bc\u91cf\u5ea6\u591a\u6a21\u614b\u667a\u80fd\u9ad4\u5728\u611f\u77e5\u8207\u884c\u52d5\u4e0a\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u5df2\u77e5\u9650\u5236<\/strong>\uff1a\u5834\u666f\u5e7e\u4f55\u4ecd\u6709\u7f3a\u640d\uff0c\u8eca\u8f1b\u8207\u884c\u4eba\u7a2e\u985e\u5f85\u64f4\u5145\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/urbanground.github.io\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/UrbanGround\/UrbanGround\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>UrbanGround \u662f\u4e00\u500b\u4ee5\u9999\u6e2f\u5168\u5883 3D \u5730\u7406\u6578\u64da\u642d\u5efa\u7684\u57ce\u5e02\u7d1a\u6a21\u64ec\u74b0\u5883\uff0c\u53ef\u76f4\u63a5\u7528\u7b2c\u4e00\u4eba\u7a31\u904a\u73a9\uff0c\u4ea6\u53ef\u8b93 MLLM \u667a\u80fd\u9ad4\u900f\u904e\u7a0b\u5f0f\u4ecb\u9762\u64cd\u4f5c\u540c\u4e00\u500b\u4e16\u754c\u3002<\/p>\n","protected":false},"author":8,"featured_media":11610,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,163,164,137,132,168,166,119,199],"tags":[],"class_list":["post-11611","post","type-post","status-publish","format-standard","hentry","category-133","category-163","category-164","category-api","category-3d","category-linux","category-mac","category-119","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11611","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11611"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11611\/revisions"}],"predecessor-version":[{"id":11613,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11611\/revisions\/11613"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11610"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11611"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}