{"id":39194,"date":"2026-07-05T14:18:34","date_gmt":"2026-07-05T07:18:34","guid":{"rendered":"https:\/\/quanghung.name.vn\/?p=39194"},"modified":"2026-07-05T14:18:34","modified_gmt":"2026-07-05T07:18:34","slug":"trung-quoc-dai-tu-mot-trong-nhung-mang-luoi-camera-giam-sat-lon-nhat-the-gioi","status":"publish","type":"post","link":"https:\/\/quanghung.name.vn\/?p=39194","title":{"rendered":"Trung Qu\u1ed1c \u0111\u1ea1i tu m\u1ed9t trong nh\u1eefng m\u1ea1ng l\u01b0\u1edbi camera gi\u00e1m s\u00e1t l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi"},"content":{"rendered":"
\n

Theo Financial Times<\/em>, Trung Qu\u1ed1c \u0111ang ti\u1ebfn h\u00e0nh cu\u1ed9c \u0111\u1ea1i tu c\u00f4ng ngh\u1ec7 l\u1edbn nh\u1ea5t trong nhi\u1ec1u n\u0103m nh\u1eb1m hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng camera v\u1ed1n \u0111\u00e3 ho\u1ea1t \u0111\u1ed9ng h\u01a1n m\u1ed9t th\u1eadp k\u1ef7. Theo ph\u00e2n t\u00edch t\u1eeb c\u00e1c h\u1ed3 s\u01a1 \u0111\u1ea5u th\u1ea7u, m\u1ea1ng l\u01b0\u1edbi n\u00e0y \u0111ang \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u c\u00e1c c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) nh\u1eb1m t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ph\u00e2n t\u00edch, gi\u00fap n\u00e2ng c\u1ea5p m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh t\u1eeb ph\u1ea3n \u1ee9ng th\u1ee5 \u0111\u1ed9ng sang ph\u00e2n t\u00edch d\u1eef li\u1ec7u ch\u1ee7 \u0111\u1ed9ng.<\/p>\n

\"A<\/source><\/picture>
M\u1ed9t camera an ninh t\u1ea1i Mong Kok, Hong Kong (Trung Qu\u1ed1c) n\u0103m 2025. \u1ea2nh: Eugene Lee<\/figcaption><\/figure>\n

H\u1ec7 th\u1ed1ng c\u0169 hi\u1ec7n \u0111ang b\u1ed9c l\u1ed9 nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 ph\u1ea7n c\u1ee9ng l\u1ed7i th\u1eddi, n\u1ec1n t\u1ea3ng ph\u1ea7n m\u1ec1m ph\u00e2n m\u1ea3nh v\u00e0 n\u0103ng l\u1ef1c AI y\u1ebfu k\u00e9m. M\u1ed9t chuy\u00ean gia trong ng\u00e0nh chia s\u1ebb th\u1ebf h\u1ec7 camera c\u0169 \u0111\u00e3 b\u1ecb b\u00e0o m\u00f2n \u0111\u00e1ng k\u1ec3 b\u1edfi th\u1eddi ti\u1ebft kh\u1eafc nghi\u1ec7t, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng m\u00f9a h\u00e8 n\u00f3ng \u1ea9m t\u1ea1i Trung Qu\u1ed1c.\u00a0<\/p>\n

Gi\u1edd \u0111\u00e2y, th\u1ebf h\u1ec7 camera v\u00e0 ph\u1ea7n m\u1ec1m m\u1edbi \u0111\u01b0\u1ee3c trang b\u1ecb kh\u1ea3 n\u0103ng “hi\u1ec3u” b\u1ed1i c\u1ea3nh, nh\u1eadn di\u1ec7n chu\u1ed7i h\u00e0nh vi v\u00e0 tr\u00edch xu\u1ea5t video d\u1ef1a tr\u00ean c\u00e1c c\u00e2u l\u1ec7nh (prompt), qua \u0111\u00f3 gi\u1ea3m thi\u1ec3u t\u1ed1i \u0111a s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

Trong hai n\u0103m qua, c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn nh\u01b0 Hikvision v\u00e0 Huawei \u0111\u00e3 tung ra lo\u1ea1t s\u1ea3n ph\u1ea9m t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM). Nh\u1edd s\u1eed d\u1ee5ng c\u00e1c d\u00f2ng chip b\u00e1n d\u1eabn ti\u00ean ti\u1ebfn, c\u00e1c thi\u1ebft b\u1ecb n\u00e0y c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1ea1i bi\u00ean. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch lu\u1ed3ng video theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 \u0111\u01b0a ra c\u1ea3nh b\u00e1o t\u1ef1 \u0111\u1ed9ng v\u1ec1 c\u00e1c d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng nh\u01b0 l\u00e1i xe sai l\u00e0n, \u0111\u00e1m \u0111\u00f4ng t\u1ee5 t\u1eadp hay x\u00e2m nh\u1eadp tr\u00e1i ph\u00e9p.<\/p>\n

\u0110\u1ed9t ph\u00e1 l\u1edbn nh\u1ea5t n\u1eb1m \u1edf kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c. C\u00e1c thi\u1ebft b\u1ecb m\u1edbi nh\u1ea5t c\u1ee7a Hikvision cho ph\u00e9p ng\u01b0\u1eddi v\u1eadn h\u00e0nh t\u00ecm ki\u1ebfm \u0111o\u1ea1n phim b\u1eb1ng v\u0103n b\u1ea3n, v\u00ed d\u1ee5 “m\u1ed9t ph\u1ee5 n\u1eef \u0111\u1ed9i m\u0169 \u0111\u1ecf”. H\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng truy xu\u1ea5t c\u00e1c video li\u00ean quan nh\u1edd s\u1ee9c m\u1ea1nh c\u1ee7a m\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c. \u0110\u1ea1i di\u1ec7n Hikvision x\u00e1c nh\u1eadn h\u1ec7 th\u1ed1ng c\u0169 kh\u00f4ng h\u1ed7 tr\u1ee3 t\u00ednh n\u0103ng t\u00ecm ki\u1ebfm b\u1eb1ng v\u0103n b\u1ea3n v\u00e0 ch\u1ec9 c\u00f3 th\u1ec3 \u0111\u1ed1i chi\u1ebfu n\u1ebfu c\u00f3 h\u00ecnh \u1ea3nh g\u1ed1c, nh\u01b0ng c\u00f4ng ngh\u1ec7 LLM \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n r\u00e0o c\u1ea3n n\u00e0y.<\/p>\n

S\u1ef1 n\u00e2ng c\u1ea5p quy m\u00f4 l\u1edbn c\u0169ng t\u1ea1o ra \u0111\u00f2n b\u1ea9y cho chu\u1ed7i cung \u1ee9ng b\u00e1n d\u1eabn n\u1ed9i \u0111\u1ecba. Theo c\u00e1c ngu\u1ed3n tin trong ng\u00e0nh, Shanghai Fullhan Microelectronics hi\u1ec7n l\u00e0 nh\u00e0 cung c\u1ea5p vi m\u1ea1ch chuy\u00ean d\u1ee5ng ch\u00ednh cho Hikvision.<\/p>\n

C\u00e1c b\u1ed9 vi x\u1eed l\u00fd AI \u0111\u1ea3m nhi\u1ec7m vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh th\u00f4 th\u00e0nh th\u00f4ng tin k\u1ef9 thu\u1eadt s\u1ed1 ngay tr\u00ean thi\u1ebft b\u1ecb. Vi\u1ec7c ph\u00e2n b\u1ed5 kh\u1ed1i l\u01b0\u1ee3ng t\u00ednh to\u00e1n tr\u1ef1c ti\u1ebfp t\u1ea1i \u0111i\u1ec3m ghi h\u00ecnh (thay v\u00ec truy\u1ec1n t\u1ea3i li\u00ean t\u1ee5c v\u1ec1 c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y) gi\u00fap h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh v\u1edbi \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p.<\/p>\n

Theo c\u00e1c h\u1ed3 s\u01a1 \u0111\u1ea5u th\u1ea7u \u0111\u01b0\u1ee3c c\u00f4ng khai, chi ph\u00ed cho \u0111\u1ee3t n\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 n\u00e0y khi\u00eam t\u1ed1n h\u01a1n r\u1ea5t nhi\u1ec1u so v\u1edbi l\u00e0n s\u00f3ng \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng camera gi\u00e1m s\u00e1t c\u00e1ch \u0111\u00e2y m\u1ed9t th\u1eadp k\u1ef7. Gi\u1edbi ph\u00e2n t\u00edch \u01b0\u1edbc t\u00ednh, Trung Qu\u1ed1c t\u1eebng chi kho\u1ea3ng 300 t\u1ef7 NDT cho th\u1ebf h\u1ec7 ph\u1ea7n c\u1ee9ng v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng m\u1ea1ng v\u00e0o gi\u1eefa nh\u1eefng n\u0103m 2010. Trong 12 b\u1ed9 h\u1ed3 s\u01a1 d\u1ef1 th\u1ea7u g\u1ea7n \u0111\u00e2y, ng\u00e2n s\u00e1ch ph\u00ea duy\u1ec7t ch\u1ec9 dao \u0111\u1ed9ng t\u1eeb d\u01b0\u1edbi 1 tri\u1ec7u \u0111\u1ebfn 10 tri\u1ec7u NDT cho m\u1ed7i qu\u1eadn\/huy\u1ec7n.<\/p>\n

Ch\u1eb3ng h\u1ea1n, m\u1ed9t g\u00f3i th\u1ea7u t\u1eeb th\u1ecb tr\u1ea5n Yaodu, t\u1ec9nh T\u1ee9 Xuy\u00ean ph\u00e2n b\u1ed5 900.000 NDT \u0111\u1ec3 tri\u1ec3n khai 175 camera \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao \u0111\u01b0\u1ee3c trang b\u1ecb “h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch video th\u00f4ng minh”, cho ph\u00e9p ph\u00e1t hi\u1ec7n v\u00e0 c\u1ea3nh b\u00e1o c\u00e1c h\u00e0nh vi b\u1ea5t th\u01b0\u1eddng. M\u1ed9t g\u00f3i th\u1ea7u kh\u00e1c t\u1ea1i Datong l\u1ea1i y\u00eau c\u1ea7u lo\u1ea1t c\u00f4ng ngh\u1ec7 t\u1eeb Hikvision, t\u1eadp trung v\u00e0o c\u00e1c d\u00f2ng camera AI c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n gi\u1edbi t\u00ednh, t\u01b0 th\u1ebf v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m trang ph\u1ee5c c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

V\u00ec v\u1eady, \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ng\u00e2n s\u00e1ch, nhi\u1ec1u \u0111\u1ecba ph\u01b0\u01a1ng kh\u00f4ng \u0111\u1eadp b\u1ecf ho\u00e0n to\u00e0n h\u1ec7 th\u1ed1ng c\u0169. Thay v\u00e0o \u0111\u00f3, h\u1ecd \u1ee9ng d\u1ee5ng gi\u1ea3i ph\u00e1p “AI PC” l\u00e0m m\u00e1y ch\u1ee7 trung gian. B\u1eb1ng c\u00e1ch thay th\u1ebf c\u00e1c m\u00e1y ch\u1ee7 thu th\u1eadp d\u1eef li\u1ec7u th\u00f4ng th\u01b0\u1eddng b\u1eb1ng thi\u1ebft b\u1ecb t\u00edch h\u1ee3p ph\u1ea7n c\u1ee9ng AI chuy\u00ean bi\u1ec7t, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng m\u1ea1ng l\u01b0\u1edbi camera hi\u1ec7n h\u1eefu trong khi v\u1eabn x\u1eed l\u00fd \u0111\u01b0\u1ee3c c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p t\u1ea1i bi\u00ean, gi\u00fap ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 chi ph\u00ed \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/p>\n

(Theo FT)<\/em><\/p>\n

\"\"<\/picture>\n
C\u01a1n kh\u00e1t b\u00e1n d\u1eabn \u0111\u01b0a hai c\u00f4ng ty c\u00f9ng c\u00e1n m\u1ed1c v\u1ed1n h\u00f3a ngh\u00ecn t\u1ef7 \u0111\u00f4S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a h\u1ea1 t\u1ea7ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i tr\u1eadt t\u1ef1 ng\u00e0nh b\u00e1n d\u1eabn to\u00e0n c\u1ea7u khi c\u1ea3 SK Hynix c\u1ee7a H\u00e0n Qu\u1ed1c v\u00e0 Micron Technology c\u1ee7a M\u1ef9 \u0111\u1ed3ng lo\u1ea1t v\u01b0\u1ee3t m\u1ed1c v\u1ed1n h\u00f3a th\u1ecb tr\u01b0\u1eddng 1.000 t\u1ef7 USD.<\/span><\/div>\n<\/article>\n


\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

Theo Financial Times, Trung Qu\u1ed1c \u0111ang ti\u1ebfn h\u00e0nh cu\u1ed9c \u0111\u1ea1i tu c\u00f4ng ngh\u1ec7 l\u1edbn nh\u1ea5t trong nhi\u1ec1u n\u0103m nh\u1eb1m hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng camera v\u1ed1n \u0111\u00e3 ho\u1ea1t \u0111\u1ed9ng h\u01a1n m\u1ed9t th\u1eadp k\u1ef7. Theo ph\u00e2n t\u00edch t\u1eeb c\u00e1c h\u1ed3 s\u01a1 \u0111\u1ea5u th\u1ea7u, m\u1ea1ng l\u01b0\u1edbi n\u00e0y \u0111ang \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u c\u00e1c c\u00f4ng ngh\u1ec7<\/p>\n","protected":false},"author":1,"featured_media":39195,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow44a6DA:productID":"","footnotes":""},"categories":[3],"tags":[18480,18479,18481,36],"class_list":["post-39194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe","tag-camera-giam-sat-trung-quoc","tag-camera-trung-quoc","tag-cctv-trung-quoc","tag-trung-quoc"],"_links":{"self":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts\/39194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39194"}],"version-history":[{"count":0,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts\/39194\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/media\/39195"}],"wp:attachment":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}