{"id":9752,"date":"2026-06-08T08:36:30","date_gmt":"2026-06-08T08:36:30","guid":{"rendered":"https:\/\/vdcd.vn\/?page_id=9752"},"modified":"2026-06-08T12:05:45","modified_gmt":"2026-06-08T12:05:45","slug":"du-lich-thong-minh-so-hoa-di-san","status":"publish","type":"page","link":"https:\/\/vdcd.vn\/en\/du-lich-thong-minh-so-hoa-di-san\/","title":{"rendered":"Du l\u1ecbch th\u00f4ng minh – S\u1ed1 h\u00f3a di s\u1ea3n"},"content":{"rendered":"
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TR\u1ea2I NGHI\u1ec6M VR360<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n

Vi\u1ec7t Nam s\u1edf h\u1eefu h\u1ec7 th\u1ed1ng t\u00e0i nguy\u00ean du l\u1ecbch \u0111\u1ed3 s\u1ed9, tuy nhi\u00ean c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd v\u00e0 khai th\u00e1c hi\u1ec7n \u0111ang v\u1ea5p ph\u1ea3i nhi\u1ec1u r\u00e0o c\u1ea3n do d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 h\u1ed3 s\u01a1 l\u01b0u tr\u1eef r\u1eddi r\u1ea1c. \u0110\u1ec3 gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i to\u00e1n n\u00e0y, VDCD Group ki\u1ebfn t\u1ea1o H\u1ec7 sinh th\u00e1i Du l\u1ecbch th\u00f4ng minh v\u00e0 S\u1ed1 h\u00f3a di s\u1ea3n kh\u00e9p k\u00edn. B\u1eb1ng vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 l\u00f5i nh\u01b0 UAV Mapping, 3D Laser Scanning, GIS, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 AutoTimelapse, ch\u00fang t\u00f4i cung c\u1ea5p gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n t\u1eeb kh\u00e2u b\u1ea3o t\u1ed3n di t\u00edch \u0111\u1ebfn n\u00e2ng t\u1ea7m tr\u1ea3i nghi\u1ec7m du kh\u00e1ch.<\/em><\/p>\n\n\n\n

1. \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 qu\u00e9t 3D trong s\u1ed1 h\u00f3a di s\u1ea3n v\u00e0 b\u1ea3o t\u1ed3n di t\u00edch<\/h2>\n\n\n
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  • Thay th\u1ebf ho\u00e0n to\u00e0n c\u00e1c h\u1ed3 s\u01a1 gi\u1ea5y 2D r\u1eddi r\u1ea1c b\u1eb1ng c\u00f4ng ngh\u1ec7 t\u1ea1o l\u1eadp “B\u1ea3n sao s\u1ed1” (Digital Twin) nguy\u00ean tr\u1ea1ng, tu\u00e2n th\u1ee7 tuy\u1ec7t \u0111\u1ed1i nguy\u00ean t\u1eafc kh\u00f4ng x\u00e2m l\u1ea5n di t\u00edch.<\/li>\n\n\n\n
  • T\u00e1i d\u1ef1ng kh\u00f4ng gian 3D: \u1ee8ng d\u1ee5ng thi\u1ebft b\u1ecb bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (UAV) v\u00e0 m\u00e1y qu\u00e9t 3D Laser \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, thi\u1ebft l\u1eadp m\u00f4 h\u00ecnh s\u1ed1 kh\u00f4ng gian 3D ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i c\u1ee7a c\u00e1c c\u00f4ng tr\u00ecnh l\u1ecbch s\u1eed, b\u1ea3o t\u00e0ng v\u00e0 hi\u1ec7n v\u1eadt.<\/li>\n\n\n\n
  • H\u1ed7 tr\u1ee3 tr\u00f9ng tu v\u00e0 ph\u1ee5c d\u1ef1ng: L\u01b0u tr\u1eef v\u0129nh vi\u1ec5n c\u1ea5u tr\u00fac, t\u1ef7 l\u1ec7 h\u00ecnh h\u1ecdc v\u00e0 hi\u1ec7n tr\u1ea1ng ki\u1ebfn tr\u00fac. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u g\u1ed1c v\u00f4 gi\u00e1 ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c nghi\u00ean c\u1ee9u khoa h\u1ecdc, tr\u00f9ng tu v\u00e0 t\u00f4n t\u1ea1o khi di t\u00edch c\u00f3 d\u1ea5u hi\u1ec7u xu\u1ed1ng c\u1ea5p.<\/li>\n<\/ul>\n\n\n\n

    2. \u1ee8ng d\u1ee5ng n\u1ec1n t\u1ea3ng GIS x\u00e2y d\u1ef1ng B\u1ea3n \u0111\u1ed3 s\u1ed1 kh\u00f4ng gian du l\u1ecbch<\/h2>\n\n\n
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    \"\"<\/figure>\n<\/div>\n\n\n
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    • Chuy\u1ec3n \u0111\u1ed5i t\u1eeb c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u ph\u00e2n t\u00e1n sang m\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00f4ng gian (Spatial Database) t\u1eadp trung, quy t\u1ee5 m\u1ecdi th\u00f4ng tin \u0111i\u1ec3m \u0111\u1ebfn l\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng b\u1ea3n \u0111\u1ed3 th\u1ed1ng nh\u1ea5t c\u1ee7a \u0111\u1ecba ph\u01b0\u01a1ng.<\/li>\n\n\n\n
    • Thi\u1ebft l\u1eadp B\u1ea3n \u0111\u1ed3 du l\u1ecbch th\u00f4ng minh: T\u00edch h\u1ee3p to\u00e0n b\u1ed9 v\u1ecb tr\u00ed di t\u00edch, danh th\u1eafng, c\u01a1 s\u1edf l\u01b0u tr\u00fa, nh\u00e0 h\u00e0ng v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 ti\u1ec7n \u00edch l\u00ean n\u1ec1n t\u1ea3ng b\u1ea3n \u0111\u1ed3 s\u1ed1 GIS tr\u1ef1c quan.<\/li>\n\n\n\n
    • H\u1ed7 tr\u1ee3 quy ho\u1ea1ch v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng: Gi\u00fap c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd (S\u1edf Du l\u1ecbch, Ban Qu\u1ea3n l\u00fd) d\u1ec5 d\u00e0ng quy ho\u1ea1ch tuy\u1ebfn tham quan, k\u1ebft n\u1ed1i chu\u1ed7i d\u1ecbch v\u1ee5 v\u00e0 hi\u1ec3n th\u1ecb \u0111\u1ea7y \u0111\u1ee7 th\u00f4ng tin v\u0103n h\u00f3a – l\u1ecbch s\u1eed tr\u00ean c\u00f9ng m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u1ed3ng b\u1ed9.<\/li>\n<\/ul>\n\n\n\n

      3. N\u1ec1n t\u1ea3ng tr\u1ea3i nghi\u1ec7m Du l\u1ecbch s\u1ed1 v\u00e0 truy\u1ec1n th\u00f4ng AutoTimelapse<\/h2>\n\n\n\n
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      • Mang di s\u1ea3n v\u00e0 danh th\u1eafng Vi\u1ec7t Nam v\u01b0\u01a1n t\u1ea7m qu\u1ed1c t\u1ebf th\u00f4ng qua m\u00f4i tr\u01b0\u1eddng s\u1ed1 h\u00f3a \u0111a ph\u01b0\u01a1ng ti\u1ec7n, x\u00f3a b\u1ecf m\u1ecdi gi\u1edbi h\u1ea1n v\u1ec1 kh\u00f4ng gian v\u00e0 th\u1eddi gian.<\/li>\n\n\n\n
      • VR Tour Di s\u1ea3n th\u1ef1c t\u1ebf \u1ea3o: X\u00e2y d\u1ef1ng kh\u00f4ng gian tham quan tr\u1ef1c tuy\u1ebfn 360 \u0111\u1ed9 (VR\/AR) cho ph\u00e9p du kh\u00e1ch to\u00e0n c\u1ea7u t\u01b0\u01a1ng t\u00e1c v\u1edbi hi\u1ec7n v\u1eadt 3D, k\u1ebft h\u1ee3p c\u00f9ng c\u00f4ng ngh\u1ec7 thuy\u1ebft minh t\u1ef1 \u0111\u1ed9ng (Audio guide AI) h\u1ed7 tr\u1ee3 \u0111a ng\u00f4n ng\u1eef.<\/li>\n\n\n\n
      • Truy\u1ec1n th\u00f4ng AutoTimelapse ngh\u1ec7 thu\u1eadt: L\u1eafp \u0111\u1eb7t h\u1ec7 th\u1ed1ng camera t\u1ef1 \u0111\u1ed9ng ghi l\u1ea1i s\u1ef1 bi\u1ebfn \u0111\u1ed5i tuy\u1ec7t \u0111\u1eb9p c\u1ee7a t\u1ef1 nhi\u00ean (b\u00ecnh minh, m\u00e2y lu\u1ed3n, ho\u00e0ng h\u00f4n) t\u1ea1i c\u00e1c danh th\u1eafng. Chi\u1ebft xu\u1ea5t th\u00e0nh video ngh\u1ec7 thu\u1eadt ph\u1ee5c v\u1ee5 \u0111\u1eafc l\u1ef1c cho c\u00e1c chi\u1ebfn d\u1ecbch marketing, qu\u1ea3ng b\u00e1 h\u00ecnh \u1ea3nh \u0111i\u1ec3m \u0111\u1ebfn.<\/li>\n<\/ul>\n\n\n\n

        4. \u1ee8ng d\u1ee5ng Big Data v\u00e0 AI trong \u0111i\u1ec1u h\u00e0nh du l\u1ecbch v\u0129 m\u00f4<\/h2>\n\n\n\n
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        • \u0110\u00f3ng vai tr\u00f2 l\u00e0 “b\u1ed9 n\u00e3o” c\u1ee7a to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i, n\u01a1i m\u1ecdi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p, ph\u00e2n t\u00edch theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c qu\u1ea3n tr\u1ecb c\u1ea5p cao.<\/li>\n\n\n\n
        • H\u1ec7 th\u1ed1ng Dashboard ph\u00e2n t\u00edch th\u00f4ng minh: T\u1ef1 \u0111\u1ed9ng th\u1ed1ng k\u00ea, theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch c\u00e1c ch\u1ec9 s\u1ed1 c\u1ed1t l\u00f5i: s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch, lu\u1ed3ng kh\u00e1ch di chuy\u1ec3n, tuy\u1ebfn tham quan ph\u1ed5 bi\u1ebfn, th\u1eddi gian l\u01b0u tr\u00fa v\u00e0 doanh thu d\u1ecbch v\u1ee5.<\/li>\n\n\n\n
        • \u0110i\u1ec1u h\u00e0nh ch\u1ee7 \u0111\u1ed9ng v\u00e0 d\u1ef1 b\u00e1o: Gi\u00fap L\u00e3nh \u0111\u1ea1o \u0111\u1ecba ph\u01b0\u01a1ng quan s\u00e1t tr\u1ef1c quan, d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c m\u00f9a cao \u0111i\u1ec3m ho\u1eb7c nh\u1eadn di\u1ec7n s\u1edbm nguy c\u01a1 qu\u00e1 t\u1ea3i t\u1ea1i c\u00e1c \u0111i\u1ec3m \u0111\u1ebfn, t\u1eeb \u0111\u00f3 c\u00f3 ph\u01b0\u01a1ng \u00e1n ph\u00e2n lu\u1ed3ng giao th\u00f4ng v\u00e0 \u0111i\u1ec1u ph\u1ed1i ngu\u1ed3n l\u1ef1c k\u1ecbp th\u1eddi.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"

          Vi\u1ec7t Nam s\u1edf h\u1eefu h\u1ec7 th\u1ed1ng t\u00e0i nguy\u00ean du l\u1ecbch \u0111\u1ed3 s\u1ed9, tuy nhi\u00ean c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd v\u00e0 khai th\u00e1c hi\u1ec7n \u0111ang v\u1ea5p ph\u1ea3i nhi\u1ec1u r\u00e0o c\u1ea3n do d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 h\u1ed3 s\u01a1 l\u01b0u tr\u1eef r\u1eddi r\u1ea1c. \u0110\u1ec3 gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i to\u00e1n n\u00e0y, VDCD Group ki\u1ebfn t\u1ea1o H\u1ec7 sinh th\u00e1i […]<\/p>","protected":false},"author":1,"featured_media":9771,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-9752","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/pages\/9752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/comments?post=9752"}],"version-history":[{"count":8,"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/pages\/9752\/revisions"}],"predecessor-version":[{"id":9772,"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/pages\/9752\/revisions\/9772"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/media\/9771"}],"wp:attachment":[{"href":"https:\/\/vdcd.vn\/en\/wp-json\/wp\/v2\/media?parent=9752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}