{"id":38644,"date":"2026-05-10T15:39:12","date_gmt":"2026-05-10T08:39:12","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=38644"},"modified":"2026-05-10T22:47:51","modified_gmt":"2026-05-10T15:47:51","slug":"sinh-vien-asia-vietnam-phat-trien-ung-dung-hoc-tieng-trung-tich-hop-ai","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/sinh-vien-asia-vietnam-phat-trien-ung-dung-hoc-tieng-trung-tich-hop-ai\/","title":{"rendered":"Sinh vi\u00ean Asia Vietnam ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng h\u1ecdc ti\u1ebfng Trung t\u00edch h\u1ee3p AI"},"content":{"rendered":"

Trong h\u1ecdc ph\u1ea7n “Computer Programming and Application” (L\u1eadp tr\u00ecnh m\u00e1y t\u00ednh v\u00e0 \u1ee9ng d\u1ee5ng), nh\u00f3m sinh vi\u00ean g\u1ed3m L\u00ea \u0110\u1ee9c Ph\u00fa, Nguy\u1ec5n Minh \u0110\u1ee9c, Nguy\u1ec5n Ho\u00e0ng Th\u1ecbnh v\u00e0 \u0110inh Th\u1ebf Kh\u1ea3i \u0111\u00e3 x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 h\u1ecdc ti\u1ebfng Trung mang t\u00ean \u201cSmartMandarin AI\u201d. S\u1ea3n ph\u1ea9m cho ph\u00e9p ng\u01b0\u1eddi h\u1ecdc ch\u1ee5p \u1ea3nh \u0111\u1ec3 nh\u1eadn di\u1ec7n t\u1eeb m\u1edbi, l\u01b0u tr\u1eef t\u1eeb v\u1ef1ng v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m th\u00f4ng qua c\u00e1c c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n

T\u1eeb nhu c\u1ea7u h\u1ecdc t\u1eadp \u0111\u1ebfn \u00fd t\u01b0\u1edfng ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng<\/span><\/strong><\/p>\n

T\u1ea1i Asia Vietnam, b\u00ean c\u1ea1nh ti\u1ebfng Anh, sinh vi\u00ean \u0111\u01b0\u1ee3c h\u1ecdc ti\u1ebfng Trung nh\u1eb1m m\u1edf r\u1ed9ng n\u0103ng l\u1ef1c ng\u00f4n ng\u1eef v\u00e0 kh\u1ea3 n\u0103ng th\u00edch nghi trong m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp qu\u1ed1c t\u1ebf. Trong qu\u00e1 tr\u00ecnh h\u1ecdc, nh\u00f3m sinh vi\u00ean nh\u1eadn th\u1ea5y vi\u1ec7c ghi nh\u1edb t\u1eeb v\u1ef1ng v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m th\u01b0\u1eddng di\u1ec5n ra r\u1eddi r\u1ea1c, trong khi ng\u01b0\u1eddi h\u1ecdc c\u1ea7n m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i c\u00e1c b\u01b0\u1edbc h\u1ecdc t\u1eadp m\u1ed9t c\u00e1ch thu\u1eadn ti\u1ec7n h\u01a1n.<\/p>\n

T\u1eeb nhu c\u1ea7u \u0111\u00f3, nh\u00f3m ph\u00e1t tri\u1ec3n \u201cSmartMandarin AI\u201d nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 h\u1ecdc ti\u1ebfng Trung, gi\u00fap ng\u01b0\u1eddi h\u1ecdc \u0111i t\u1eeb nh\u1eadn di\u1ec7n t\u1eeb m\u1edbi, l\u01b0u l\u1ea1i t\u1eeb v\u1ef1ng \u0111\u1ebfn luy\u1ec7n ph\u00e1t \u00e2m trong c\u00f9ng m\u1ed9t \u1ee9ng d\u1ee5ng.<\/p>\n

T\u00ean g\u1ecdi \u201cSmartMandarin AI\u201d th\u1ec3 hi\u1ec7n \u0111\u1ecbnh h\u01b0\u1edbng c\u1ee7a s\u1ea3n ph\u1ea9m. \u201cSmart\u201d g\u1ee3i c\u00e1ch ti\u1ebfp c\u1eadn h\u1ecdc t\u1eadp th\u00f4ng minh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7; \u201cMandarin\u201d ch\u1ec9 ti\u1ebfng Trung \u2013 ng\u00f4n ng\u1eef m\u00e0 \u1ee9ng d\u1ee5ng h\u01b0\u1edbng t\u1edbi; c\u00f2n \u201cAI\u201d nh\u1ea5n m\u1ea1nh vai tr\u00f2 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong qu\u00e1 tr\u00ecnh nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh v\u00e0 h\u1ed7 tr\u1ee3 luy\u1ec7n t\u1eadp.<\/p>\n

Chia s\u1ebb v\u1ec1 d\u1ef1 \u00e1n, L\u00ea \u0110\u1ee9c Ph\u00fa, sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn cho bi\u1ebft: \u201cTrong qu\u00e1 tr\u00ecnh h\u1ecdc ti\u1ebfng Trung, ch\u00fang em nh\u1eadn th\u1ea5y vi\u1ec7c h\u1ecdc t\u1eeb m\u1edbi v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m th\u01b0\u1eddng t\u00e1ch r\u1eddi nhau. Nh\u00f3m mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t \u1ee9ng d\u1ee5ng gi\u00fap ng\u01b0\u1eddi h\u1ecdc c\u00f3 th\u1ec3 \u0111i t\u1eeb nh\u1eadn di\u1ec7n, ghi nh\u1edb \u0111\u1ebfn th\u1ef1c h\u00e0nh trong c\u00f9ng m\u1ed9t quy tr\u00ecnh\u201d.<\/em><\/p>\n

V\u1edbi giao di\u1ec7n t\u1ed1i gi\u1ea3n, \u1ee9ng d\u1ee5ng cho ph\u00e9p ng\u01b0\u1eddi h\u1ecdc thao t\u00e1c nhanh v\u00e0 t\u1eadp trung v\u00e0o n\u1ed9i dung ch\u00ednh: nh\u1eadn di\u1ec7n t\u1eeb v\u1ef1ng, l\u01b0u l\u1ea1i \u0111\u1ec3 \u00f4n t\u1eadp v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m theo d\u1eef li\u1ec7u \u0111\u00e3 h\u1ecdc. C\u00e1ch thi\u1ebft k\u1ebf n\u00e0y gi\u00fap qu\u00e1 tr\u00ecnh h\u1ecdc tr\u1edf n\u00ean li\u00ean t\u1ee5c h\u01a1n, thay v\u00ec ph\u1ea3i s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 ri\u00eang bi\u1ec7t.<\/p>\n

\"\u201cSmartMandarin
\u201cSmartMandarin AI\u201d l\u00e0 s\u1ea3n ph\u1ea9m do nh\u00f3m sinh vi\u00ean Asia Vietnam ph\u00e1t tri\u1ec3n, s\u1edf h\u1eefu giao di\u1ec7n t\u1ed1i gi\u1ea3n cho ph\u00e9p ng\u01b0\u1eddi h\u1ecdc ch\u1ee5p \u1ea3nh \u0111\u1ec3 nh\u1eadn di\u1ec7n t\u1eeb m\u1edbi, l\u01b0u tr\u1eef t\u1eeb v\u1ef1ng v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m trong c\u00f9ng m\u1ed9t tr\u1ea3i nghi\u1ec7m li\u1ec1n m\u1ea1ch.<\/figcaption><\/figure>\n

K\u1ebft n\u1ed1i nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, t\u1eeb v\u1ef1ng v\u00e0 ph\u00e1t \u00e2m<\/span><\/strong><\/p>\n

\u201cSmartMandarin AI\u201d \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi ba ch\u1ee9c n\u0103ng ch\u00ednh: nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh b\u1eb1ng AI, l\u01b0u tr\u1eef t\u1eeb v\u1ef1ng v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m. C\u00e1c ch\u1ee9c n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i trong c\u00f9ng m\u1ed9t lu\u1ed3ng x\u1eed l\u00fd, gi\u00fap d\u1eef li\u1ec7u ng\u01b0\u1eddi h\u1ecdc t\u1ea1o ra \u1edf b\u01b0\u1edbc \u0111\u1ea7u c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c b\u01b0\u1edbc \u00f4n t\u1eadp v\u00e0 th\u1ef1c h\u00e0nh sau \u0111\u00f3.<\/p>\n

\u1ede ch\u1ee9c n\u0103ng nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ee5p m\u1ed9t \u0111\u1ed3 v\u1eadt b\u1eb1ng camera. \u1ee8ng d\u1ee5ng s\u1ebd nh\u1eadn di\u1ec7n \u0111\u1ed1i t\u01b0\u1ee3ng b\u1eb1ng ti\u1ebfng Anh, sau \u0111\u00f3 chuy\u1ec3n sang ti\u1ebfng Trung \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn t\u1eeb v\u1ef1ng theo c\u00e1ch tr\u1ef1c quan h\u01a1n. K\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb \u0111\u01a1n gi\u1ea3n, d\u1ec5 \u0111\u1ecdc v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u h\u1ecdc nhanh trong qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng h\u1eb1ng ng\u00e0y.<\/p>\n

Sau khi nh\u1eadn di\u1ec7n, c\u00e1c t\u1eeb v\u1ef1ng \u0111\u01b0\u1ee3c l\u01b0u tr\u1ef1c ti\u1ebfp trong \u1ee9ng d\u1ee5ng. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 xem l\u1ea1i b\u1ea5t c\u1ee9 l\u00fac n\u00e0o, k\u1ec3 c\u1ea3 khi kh\u00f4ng c\u00f3 k\u1ebft n\u1ed1i m\u1ea1ng. T\u1eeb v\u1ef1ng \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp theo d\u1ea1ng ti\u1ebfng Trung \u2013 ti\u1ebfng Anh, gi\u00fap vi\u1ec7c tra c\u1ee9u v\u00e0 \u00f4n t\u1eadp thu\u1eadn ti\u1ec7n h\u01a1n.<\/p>\n

V\u1edbi ch\u1ee9c n\u0103ng luy\u1ec7n ph\u00e1t \u00e2m, h\u1ec7 th\u1ed1ng l\u1ea5y ng\u1eabu nhi\u00ean c\u00e1c t\u1eeb \u0111\u00e3 l\u01b0u \u0111\u1ec3 t\u1ea1o b\u00e0i t\u1eadp. Ph\u1ea7n ti\u1ebfng Trung \u0111\u01b0\u1ee3c chuy\u1ec3n th\u00e0nh \u00e2m thanh m\u1eabu b\u1eb1ng c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i, \u0111\u1ed3ng th\u1eddi \u1ee9ng d\u1ee5ng ghi nh\u1eadn ph\u00e1t \u00e2m c\u1ee7a ng\u01b0\u1eddi h\u1ecdc th\u00f4ng qua nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i. K\u1ebft qu\u1ea3 sau \u0111\u00f3 \u0111\u01b0\u1ee3c so s\u00e1nh v\u1edbi d\u1eef li\u1ec7u g\u1ed1c \u0111\u1ec3 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i tr\u1ef1c ti\u1ebfp.<\/p>\n

Nh\u1edd c\u00e1ch v\u1eadn h\u00e0nh n\u00e0y, \u1ee9ng d\u1ee5ng t\u1ea1o th\u00e0nh m\u1ed9t v\u00f2ng h\u1ecdc t\u1eadp kh\u00e9p k\u00edn: ng\u01b0\u1eddi h\u1ecdc nh\u1eadn di\u1ec7n t\u1eeb m\u1edbi, l\u01b0u tr\u1eef d\u1eef li\u1ec7u, sau \u0111\u00f3 luy\u1ec7n t\u1eadp l\u1ea1i ch\u00ednh nh\u1eefng t\u1eeb \u0111\u00e3 l\u01b0u. Vi\u1ec7c l\u1eb7p l\u1ea1i c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng gi\u00fap ng\u01b0\u1eddi h\u1ecdc duy tr\u00ec nh\u1ecbp h\u1ecdc \u1ed5n \u0111\u1ecbnh v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng ghi nh\u1edb theo th\u1eddi gian.<\/p>\n

R\u00e8n t\u01b0 duy h\u1ec7 th\u1ed1ng qua qu\u00e1 tr\u00ecnh l\u00e0m s\u1ea3n ph\u1ea9m<\/span><\/strong><\/p>\n

\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a \u201cSmartMandarin AI\u201d kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf \u00fd t\u01b0\u1edfng h\u1ed7 tr\u1ee3 h\u1ecdc ti\u1ebfng Trung, m\u00e0 c\u00f2n \u1edf c\u00e1ch nh\u00f3m sinh vi\u00ean chuy\u1ec3n m\u1ed9t nhu c\u1ea7u h\u1ecdc t\u1eadp c\u1ee5 th\u1ec3 th\u00e0nh s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c. T\u1eeb thi\u1ebft k\u1ebf giao di\u1ec7n, x\u00e2y d\u1ef1ng lu\u1ed3ng x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ebfn t\u00edch h\u1ee3p c\u00e1c ch\u1ee9c n\u0103ng nh\u1eadn di\u1ec7n, l\u01b0u tr\u1eef v\u00e0 ph\u1ea3n h\u1ed3i ph\u00e1t \u00e2m, d\u1ef1 \u00e1n cho th\u1ea5y kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn b\u00e0i to\u00e1n th\u1ef1c t\u1ebf c\u1ee7a sinh vi\u00ean ngay trong qu\u00e1 tr\u00ecnh h\u1ecdc.<\/p>\n

Th\u00f4ng qua d\u1ef1 \u00e1n, nh\u00f3m sinh vi\u00ean kh\u00f4ng ch\u1ec9 th\u1ef1c h\u00e0nh l\u1eadp tr\u00ecnh, m\u00e0 c\u00f2n r\u00e8n t\u01b0 duy h\u1ec7 th\u1ed1ng, kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 theo h\u01b0\u1edbng \u1ee9ng d\u1ee5ng. \u0110\u00e2y c\u0169ng l\u00e0 tinh th\u1ea7n c\u1ee7a c\u00e1c h\u1ecdc ph\u1ea7n t\u1ea1i Asia Vietnam, n\u01a1i sinh vi\u00ean \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m t\u1eeb nh\u1eefng nhu c\u1ea7u g\u1ea7n g\u0169i trong h\u1ecdc t\u1eadp v\u00e0 \u0111\u1eddi s\u1ed1ng.<\/p>\n

T\u1eeb m\u1ed9t b\u00e0i to\u00e1n h\u1ecdc ti\u1ebfng Trung, \u201cSmartMandarin AI\u201d tr\u1edf th\u00e0nh c\u01a1 h\u1ed9i \u0111\u1ec3 sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn th\u1eed s\u1ee9c v\u1edbi l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng v\u00e0 c\u00f4ng ngh\u1ec7 AI. D\u1ef1 \u00e1n cho th\u1ea5y khi \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc nh\u1eefng v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf, sinh vi\u00ean c\u00f3 th\u1ec3 t\u1eebng b\u01b0\u1edbc bi\u1ebfn \u00fd t\u01b0\u1edfng tr\u00ean l\u1edbp th\u00e0nh s\u1ea3n ph\u1ea9m c\u1ee5 th\u1ec3, \u0111\u1ed3ng th\u1eddi ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c c\u00f4ng ngh\u1ec7, t\u01b0 duy \u1ee9ng d\u1ee5ng v\u00e0 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp ch\u1ee7 \u0111\u1ed9ng ngay t\u1eeb nh\u1eefng h\u1ecdc k\u1ef3 \u0111\u1ea7u.<\/p>\n","protected":false},"excerpt":{"rendered":"

T\u1eeb nhu c\u1ea7u h\u1ecdc ti\u1ebfng Trung trong qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp, nh\u00f3m sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn t\u1ea1i Asia Vietnam c\u01a1 s\u1edf TP.HCM \u0111\u00e3 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng \u201cSmartMandarin AI\u201d, k\u1ebft h\u1ee3p nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, qu\u1ea3n l\u00fd t\u1eeb v\u1ef1ng v\u00e0 luy\u1ec7n ph\u00e1t \u00e2m trong c\u00f9ng m\u1ed9t n\u1ec1n t\u1ea3ng.<\/p>\n","protected":false},"author":5,"featured_media":38645,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,1],"tags":[108,372,433,432],"class_list":["post-38644","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-chung","category-tin-tuc","tag-ai","tag-asia-vietnam","tag-tich-hop-ai","tag-ung-dung-tieng-trung","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/38644","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=38644"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/38644\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/38645"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=38644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=38644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=38644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}