{"id":14312,"date":"2024-09-23T16:44:20","date_gmt":"2024-09-23T16:44:20","guid":{"rendered":"https:\/\/dailyai.com\/?p=14312"},"modified":"2024-09-24T08:54:06","modified_gmt":"2024-09-24T08:54:06","slug":"googles-open-buildings-project-maps-urban-expansion-across-the-global-south","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2024\/09\/googles-open-buildings-project-maps-urban-expansion-across-the-global-south\/","title":{"rendered":"\u041f\u0440\u043e\u0435\u043a\u0442 Google \"\u041e\u0442\u043a\u0440\u044b\u0442\u044b\u0435 \u0437\u0434\u0430\u043d\u0438\u044f\" \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043a\u0430\u0440\u0442\u0443 \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u0433\u043e\u0440\u043e\u0434\u043e\u0432 \u043d\u0430 \u042e\u0433\u0435 \u043c\u0438\u0440\u0430"},"content":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google Research \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0430 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 Open Buildings 2.5D - \u043f\u0440\u043e\u0435\u043a\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0437\u0434\u0430\u043d\u0438\u0439 \u043d\u0430 \u0413\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u042e\u0433\u0435 \u0441 2016 \u043f\u043e 2023 \u0433\u043e\u0434.<\/strong><\/p>\n

\u042d\u0442\u043e\u0442 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0431 \u0443\u0440\u0431\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0441 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u043e\u0439 \u043f\u043e \u0433\u043e\u0434\u0430\u043c. \u041e\u043d\u0430 \u043e\u0442\u0440\u0430\u0436\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e, \u0440\u043e\u0441\u0442 \u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0437\u0434\u0430\u043d\u0438\u0439 \u0432 \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u0445, \u0433\u0434\u0435 \u0442\u0430\u043a\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u043b\u0433\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0431\u044b\u043b\u0438 \u0441\u043a\u0443\u0434\u043d\u044b\u043c\u0438 \u0438\u043b\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0438.<\/p>\n

\u0414\u0436\u043e\u043d \u041a\u0443\u0438\u043d\u043d, \u0438\u043d\u0436\u0435\u043d\u0435\u0440-\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442 \u0438\u0437 Google Research, \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u043b <\/span>\u043f\u043e\u0447\u0435\u043c\u0443 \u043f\u0440\u043e\u0435\u043a\u0442<\/a><\/span> \u0432\u0430\u0436\u043d\u043e: \"\u041d\u0435 \u0437\u043d\u0430\u0442\u044c, \u0433\u0434\u0435 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0437\u0434\u0430\u043d\u0438\u044f, - \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043f\u043e \u043c\u043d\u043e\u0433\u0438\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u0440\u0438\u0447\u0438\u043d\u0430\u043c. \u0415\u0441\u043b\u0438 \u0432\u044b \u0441\u043e\u0437\u0434\u0430\u0435\u0442\u0435 \u0441\u043b\u0443\u0436\u0431\u044b, \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u0435 \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0438 \u043f\u043e \u0432\u0430\u043a\u0446\u0438\u043d\u0430\u0446\u0438\u0438 \u0438\u043b\u0438 \u0441\u043f\u0430\u0441\u0430\u0435\u0442\u0435 \u043b\u044e\u0434\u0435\u0439 \u043f\u043e\u0441\u043b\u0435 \u0447\u0440\u0435\u0437\u0432\u044b\u0447\u0430\u0439\u043d\u044b\u0445 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0439, \u044d\u0442\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\".<\/span><\/p>\n

\u0413\u043b\u0430\u0432\u043d\u043e\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435 \u044d\u0442\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 - \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0432\u044b\u0441\u043e\u043a\u043e\u0433\u043e \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0438\u0437 \u0441\u043d\u0438\u043c\u043a\u043e\u0432 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u0430 Sentinel-2 \u0441 \u043d\u0438\u0437\u043a\u0438\u043c \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c.\u00a0<\/span><\/p>\n

\u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044f \u0434\u043e 32 \u0441\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u043e\u0434\u043d\u043e\u0433\u043e \u0438 \u0442\u043e\u0433\u043e \u0436\u0435 \u043c\u0435\u0441\u0442\u0430, \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u043c\u0435\u043d\u044c\u0448\u0435 \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u0438\u043a\u0441\u0435\u043b\u044f.<\/span><\/p>\n

\"\u0418\u0418
\u041f\u043b\u043e\u0442\u043d\u043e\u0441\u0442\u044c \u0437\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0432 2023 \u0433\u043e\u0434\u0443 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 Open Buildings 2.5D Temporal dataset. \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: Google<\/a>.<\/figcaption><\/figure>\n

\u041f\u043e\u043c\u0438\u043c\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0435\u0442 \u0432\u044b\u0441\u043e\u0442\u0443 \u0437\u0434\u0430\u043d\u0438\u0439 \u0441 \u043f\u043e\u0440\u0430\u0437\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c\u044e - \u0432 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0441 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c\u044e \u0434\u043e 1,5 \u043c\u0435\u0442\u0440\u0430. <\/span><\/p>\n

\u042d\u0442\u043e \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043f\u043b\u043e\u0441\u043a\u0438\u0435 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0432 \u0431\u043e\u0433\u0430\u0442\u044b\u0435, \u043c\u043d\u043e\u0433\u043e\u0441\u043b\u043e\u0439\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u0433\u0440\u0430\u0434\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u0435\u043b\u044f\u043c \u0438 \u0433\u0443\u043c\u0430\u043d\u0438\u0442\u0430\u0440\u043d\u044b\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u043c\u043e\u0449\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u043f\u043b\u043e\u0442\u043d\u043e\u0441\u0442\u0438 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0435\u0439 \u0432 \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u0445.<\/span><\/p>\n

\u0421\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u0430\u0440\u0442\u044b \u0413\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u042e\u0433\u0430<\/strong><\/h2>\n

\u0422\u0435\u0440\u043c\u0438\u043d \"\u0413\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u044b\u0439 \u042e\u0433\" \u043e\u0431\u044b\u0447\u043d\u043e \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0438\u043c\u0441\u044f \u0441\u0442\u0440\u0430\u043d\u0430\u043c \u0410\u0444\u0440\u0438\u043a\u0438, \u0410\u0437\u0438\u0438, \u041b\u0430\u0442\u0438\u043d\u0441\u043a\u043e\u0439 \u0410\u043c\u0435\u0440\u0438\u043a\u0438 \u0438 \u041a\u0430\u0440\u0438\u0431\u0441\u043a\u043e\u0433\u043e \u0431\u0430\u0441\u0441\u0435\u0439\u043d\u0430.\u00a0<\/span><\/p>\n

\u042d\u0442\u0438 \u0440\u0435\u0433\u0438\u043e\u043d\u044b, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043f\u0440\u043e\u0436\u0438\u0432\u0430\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043c\u0438\u0440\u0430, \u0447\u0430\u0441\u0442\u043e \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438 \u0432 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0438 \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0437\u0434\u0440\u0430\u0432\u043e\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f, \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0438 \u0433\u043e\u0440\u043e\u0434\u043e\u0432, \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u044b \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438.<\/span><\/p>\n

\u0410\u0431\u0434\u0443\u043b\u0430\u0439\u0435 \u0414\u0438\u0430\u043a, \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u0437\u0430\u044f\u0432\u0438\u043b: \"\u041c\u044b \u0445\u043e\u0442\u0438\u043c, \u0447\u0442\u043e\u0431\u044b \u043b\u044e\u0434\u0438 \u043d\u0430 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u042e\u0433\u0435, \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u044e\u0449\u0438\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0438\u043c\u0435\u043b\u0438 \u0432 \u0441\u0432\u043e\u0435\u043c \u0440\u0430\u0441\u043f\u043e\u0440\u044f\u0436\u0435\u043d\u0438\u0438 \u0442\u0435 \u0436\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b, \u0447\u0442\u043e \u0438 \u043d\u0430 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u0421\u0435\u0432\u0435\u0440\u0435\".\u00a0<\/span><\/p>\n

\u041d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 \u0443\u0436\u0435 \u043d\u0430\u0445\u043e\u0434\u0438\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435. \u0412 \u0423\u0433\u0430\u043d\u0434\u0435 <\/span>\u041d\u0435\u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0430\u044f \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Sunbird AI<\/span><\/a> \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u044d\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043b\u044f \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u044d\u043b\u0435\u043a\u0442\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0441\u0435\u043b\u044c\u0441\u043a\u0438\u0445 \u0440\u0430\u0439\u043e\u043d\u043e\u0432.<\/span><\/p>\n

WorldPop<\/span><\/a>\u0421\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0438 \u0421\u0430\u0443\u0442\u0433\u0435\u043c\u043f\u0442\u043e\u043d\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0435\u0433\u043e \u0434\u043b\u044f \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u044f \u043e\u0446\u0435\u043d\u043e\u043a \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043f\u043b\u0430\u043d\u0435\u0442\u044b - \u0432\u0430\u0436\u043d\u0435\u0439\u0448\u0435\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0439, \u043e\u0442 \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0439 \u043f\u043e \u0432\u0430\u043a\u0446\u0438\u043d\u0430\u0446\u0438\u0438 \u0434\u043e \u043b\u0438\u043a\u0432\u0438\u0434\u0430\u0446\u0438\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u0439 \u0441\u0442\u0438\u0445\u0438\u0439\u043d\u044b\u0445 \u0431\u0435\u0434\u0441\u0442\u0432\u0438\u0439.<\/span><\/p>\n

\u0414\u0438\u0440\u0435\u043a\u0442\u043e\u0440 WorldPop, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440 \u042d\u043d\u0434\u0440\u044e \u0422\u0435\u0439\u0442\u0435\u043c, \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u043b, \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432\u0430\u0436\u043d\u044b: \"\u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0442\u043e\u0433\u043e, \u0433\u0434\u0435 \u0436\u0438\u0432\u0443\u0442 \u043b\u044e\u0434\u0438, \u0436\u0438\u0437\u043d\u0435\u043d\u043d\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u0443\u0431\u0435\u0434\u0438\u0442\u044c\u0441\u044f \u0432 \u0441\u043f\u0440\u0430\u0432\u0435\u0434\u043b\u0438\u0432\u043e\u043c \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u0438 \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043d\u0438\u043a\u0442\u043e \u043d\u0435 \u043e\u0441\u0442\u0430\u0435\u0442\u0441\u044f \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0435 \u043f\u0440\u0438 \u043e\u043a\u0430\u0437\u0430\u043d\u0438\u0438 \u0442\u0430\u043a\u0438\u0445 \u0443\u0441\u043b\u0443\u0433, \u043a\u0430\u043a \u0437\u0434\u0440\u0430\u0432\u043e\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\".<\/span><\/p>\n

\u0418\u0418 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u0443\u0435\u0442 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u043e\u0435 \u0438 3D-\u043a\u0430\u0440\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044f \u0431\u043e\u043b\u0435\u0435 \u0442\u043e\u0447\u043d\u0443\u044e \u0438 \u0441\u0432\u043e\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u0440\u043e\u0441\u0442\u0435 \u0433\u043e\u0440\u043e\u0434\u043e\u0432 \u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445 \u0432 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435.<\/p>\n

\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440.\u00a0\u041d\u0435\u0434\u0430\u0432\u043d\u0438\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 \u0410\u0439\u0438 \u0414\u0430\u0442\u0430<\/a> \u0432 \u0413\u0430\u043d\u0435 e<\/span>\u0418\u0418 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u044b\u0441\u044f\u0447 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0445 \u0441\u043d\u0438\u043c\u043a\u043e\u0432 \u042e\u0436\u043d\u043e\u0439 \u0410\u043c\u0435\u0440\u0438\u043a\u0438, \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u044f \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u043b\u0435\u0441\u0430\u0445, \u0433\u043e\u0440\u043e\u0434\u0441\u043a\u0438\u0445 \u0440\u0430\u0439\u043e\u043d\u0430\u0445 \u0438 \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0443\u0433\u043e\u0434\u044c\u044f\u0445 \u043d\u0430 \u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043b\u0435\u0442.<\/span><\/p>\n

\u0423\u043c\u0435\u043d\u0438\u0435 \u0418\u0418 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0432\u0430\u0442\u044c \u0442\u043e\u043d\u043a\u0438\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u0440\u0430\u043d\u043d\u0438\u0435 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0438 \u0432\u044b\u0440\u0443\u0431\u043a\u0438 \u043b\u0435\u0441\u043e\u0432 \u0438\u043b\u0438 \u043d\u043e\u0432\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043e\u043a, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0438\u0445 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u043c \u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0435 \u0438 \u043f\u0440\u0438\u0440\u043e\u0434\u043e\u043e\u0445\u0440\u0430\u043d\u043d\u043e\u0439 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0435.<\/p>\n

\u041f\u043e\u043c\u0438\u043c\u043e \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u0437\u0430 \u0434\u043e\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u044b\u043c\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u043c\u0438 \u0432 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435, \u0418\u0418 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0432\u0430\u0442\u044c \u0438 \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u0442\u0430\u043a\u0438\u0435 \u0443\u0433\u0440\u043e\u0437\u044b, \u043a\u0430\u043a \u043d\u0435\u0437\u0430\u043a\u043e\u043d\u043d\u0430\u044f \u0432\u044b\u0440\u0443\u0431\u043a\u0430 \u043b\u0435\u0441\u043e\u0432, \u0431\u0440\u0430\u043a\u043e\u043d\u044c\u0435\u0440\u0441\u0442\u0432\u043e \u0434\u0438\u043a\u0438\u0445 \u0436\u0438\u0432\u043e\u0442\u043d\u044b\u0445 \u0438 \u043d\u0435\u0441\u0430\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0437\u0435\u043c\u043b\u0435\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438, \u0432\u0438\u0434\u0438\u043c\u044b\u0435 \u043f\u043e \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u043c \u0441\u043d\u0438\u043c\u043a\u0430\u043c.<\/p>\n

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0438\u0437\u043d\u0430\u0435\u0442, \u0447\u0442\u043e \u0435\u0435 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043c\u0435\u0435\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f. \u041f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u0430\u044f \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0441\u0442\u044c \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0435\u043f\u044f\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0432\u043b\u0430\u0436\u043d\u044b\u0445 \u0440\u0435\u0433\u0438\u043e\u043d\u043e\u0432 \u043c\u0438\u0440\u0430, \u0430 \u043e\u0447\u0435\u043d\u044c \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0435 \u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0433\u0443\u0442 \u043e\u0441\u0442\u0430\u0442\u044c\u0441\u044f \u043d\u0435\u0437\u0430\u043c\u0435\u0447\u0435\u043d\u043d\u044b\u043c\u0438.\u00a0<\/span><\/p>\n

\u0422\u0435\u043c \u043d\u0435 \u043c\u0435\u043d\u0435\u0435, Open Buildings 2.5D Temporal Dataset - \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u043c\u043e\u0449\u043d\u043e\u0439 \u0441\u0438\u043d\u0435\u0440\u0433\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c.<\/p>\n

\u0414\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0438\u0440\u0443\u044f \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0433\u0435\u043e\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043e\u043d\u0430 \u043f\u0440\u043e\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0435\u0442 \u043f\u0443\u0442\u044c \u043a \u0431\u043e\u043b\u0435\u0435 \u0441\u043f\u0440\u0430\u0432\u0435\u0434\u043b\u0438\u0432\u043e\u043c\u0443 \u0433\u043e\u0440\u043e\u0434\u0441\u043a\u043e\u043c\u0443 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e, \u0433\u043e\u0442\u043e\u0432\u043d\u043e\u0441\u0442\u0438 \u043a \u0441\u0442\u0438\u0445\u0438\u0439\u043d\u044b\u043c \u0431\u0435\u0434\u0441\u0442\u0432\u0438\u044f\u043c \u0438 \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u043e\u043c\u0443 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0432 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435.<\/p>","protected":false},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google Research \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0430 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 Open Buildings 2.5D - \u043f\u0440\u043e\u0435\u043a\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0441\u0442\u0440\u043e\u0438\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0435 \u043d\u0430 \u042e\u0433\u0435 \u043c\u0438\u0440\u0430 \u0441 2016 \u043f\u043e 2023 \u0433\u043e\u0434. \u042d\u0442\u043e\u0442 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0431 \u0443\u0440\u0431\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0441 \u0440\u0430\u0437\u0431\u0438\u0432\u043a\u043e\u0439 \u043f\u043e \u0433\u043e\u0434\u0430\u043c. \u041e\u043d \u0444\u0438\u043a\u0441\u0438\u0440\u0443\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e, \u0440\u043e\u0441\u0442 \u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0437\u0434\u0430\u043d\u0438\u0439 \u0432 \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u0445, \u0433\u0434\u0435 \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u043b\u0433\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0431\u044b\u043b\u0438 \u0441\u043a\u0443\u0434\u043d\u044b\u043c\u0438 \u0438\u043b\u0438 \u0432\u043e\u043e\u0431\u0449\u0435 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0438. \u0414\u0436\u043e\u043d \u041a\u0443\u0438\u043d\u043d, \u0438\u043d\u0436\u0435\u043d\u0435\u0440-\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442 \u0438\u0437 Google Research, \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u043b, \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442 \u0432\u0430\u0436\u0435\u043d: \"\u041d\u0435 \u0437\u043d\u0430\u0442\u044c, \u0433\u0434\u0435 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0437\u0434\u0430\u043d\u0438\u044f, - \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043f\u043e \u043c\u043d\u043e\u0433\u0438\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u0440\u0438\u0447\u0438\u043d\u0430\u043c. \u0415\u0441\u043b\u0438 \u0432\u044b \u0441\u043e\u0437\u0434\u0430\u0435\u0442\u0435 \u0441\u0435\u0440\u0432\u0438\u0441\u044b, \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u0435 \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0438 \u043f\u043e \u0432\u0430\u043a\u0446\u0438\u043d\u0430\u0446\u0438\u0438 \u0438\u043b\u0438 \u0441\u043f\u0430\u0441\u0430\u0435\u0442\u0435 \u043b\u044e\u0434\u0435\u0439 \u043f\u043e\u0441\u043b\u0435 \u0447\u0440\u0435\u0437\u0432\u044b\u0447\u0430\u0439\u043d\u044b\u0445 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0439, \u044d\u0442\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\". \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442<\/p>","protected":false},"author":2,"featured_media":14319,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[102],"class_list":["post-14312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-google"],"yoast_head":"\nGoogle's Open Buildings project maps urban expansion across the Global South | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/ru\/2024\/09\/googles-open-buildings-project-maps-urban-expansion-across-the-global-south\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google's Open Buildings project maps urban expansion across the Global South | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Google Research has released the Open Buildings 2.5D Temporal Dataset, a project that tracks building changes across the Global South from 2016 to 2023. This exceptionally detailed dataset offers a dynamic, year-by-year view of urbanization. It captures building construction, growth, and transformation across regions where such data has long been scarce or nonexistent. John Quinn, a software engineer at Google Research, explained why the project is important: “Not knowing where buildings are is a big problem for lots of practical reasons. 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