Screenshot<\/figcaption><\/figure>\n\n\n\nM\u1ed9t trong nh\u1eefng thay \u0111\u1ed5i \u0111\u1ed9t ph\u00e1 nh\u1ea5t trong cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a C\u1ea3nh s\u00e1t giao th\u00f4ng ch\u00ednh l\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t ho\u00e0n to\u00e0n m\u1edbi, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh nhanh ch\u00f3ng, ch\u00ednh x\u00e1c, v\u00e0 minh b\u1ea1ch. Quy tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 th\u1eddi gian x\u1eed l\u00fd m\u00e0 c\u00f2n t\u1ea1o ra tr\u1ea3i nghi\u1ec7m ho\u00e0n to\u00e0n kh\u00e1c bi\u1ec7t cho ng\u01b0\u1eddi d\u00e2n khi t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u01a1 quan nh\u00e0 n\u01b0\u1edbc.<\/p>\n\n\n\n
Giai \u0110o\u1ea1n Ph\u00e1t Hi\u1ec7n Vi Ph\u1ea1m T\u1ef1 \u0110\u1ed9ng<\/h3>\n\n\n\n
Quy tr\u00ecnh b\u1eaft \u0111\u1ea7u khi h\u1ec7 th\u1ed1ng camera AI ph\u00e1t hi\u1ec7n m\u1ed9t h\u00e0nh vi vi ph\u1ea1m giao th\u00f4ng. Trong v\u00f2ng v\u00e0i gi\u00e2y, thu\u1eadt to\u00e1n machine learning s\u1ebd ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, x\u00e1c \u0111\u1ecbnh lo\u1ea1i vi ph\u1ea1m, v\u00e0 \u0111\u1ecdc ch\u00ednh x\u00e1c bi\u1ec3n s\u1ed1 xe. H\u1ec7 th\u1ed1ng sau \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng so s\u00e1nh v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u0103ng k\u00fd xe to\u00e0n qu\u1ed1c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh th\u00f4ng tin ch\u1ee7 xe.<\/p>\n\n\n\n
\u0110i\u1ec1u \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi kh\u1ea3 n\u0103ng “t\u1ef1 h\u1ecdc” v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c theo th\u1eddi gian. M\u1ed7i quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1edfi c\u00e1c chuy\u00ean gia, gi\u00fap thu\u1eadt to\u00e1n ng\u00e0y c\u00e0ng th\u00f4ng minh h\u01a1n trong vi\u1ec7c nh\u1eadn di\u1ec7n c\u00e1c t\u00ecnh hu\u1ed1ng ph\u1ee9c t\u1ea1p. Hi\u1ec7n t\u1ea1i, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u00e3 \u0111\u1ea1t 99.8% \u0111\u1ed1i v\u1edbi c\u00e1c vi ph\u1ea1m c\u01a1 b\u1ea3n nh\u01b0 kh\u00f4ng \u0111\u1ed9i m\u0169 b\u1ea3o hi\u1ec3m, v\u01b0\u1ee3t \u0111\u00e8n \u0111\u1ecf, v\u00e0 vi ph\u1ea1m t\u1ed1c \u0111\u1ed9.<\/p>\n\n\n\n
X\u1eed L\u00fd D\u1eef Li\u1ec7u v\u00e0 T\u1ea1o Quy\u1ebft \u0110\u1ecbnh X\u1eed Ph\u1ea1t<\/h3>\n\n\n\n
Sau khi ph\u00e1t hi\u1ec7n vi ph\u1ea1m, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u1ea1o ra m\u1ed9t h\u1ed3 s\u01a1 vi ph\u1ea1m \u0111i\u1ec7n t\u1eed ho\u00e0n ch\u1ec9nh, bao g\u1ed3m \u1ea3nh ch\u1ee5p vi ph\u1ea1m, video ghi l\u1ea1i to\u00e0n b\u1ed9 s\u1ef1 vi\u1ec7c, th\u00f4ng tin v\u1ec1 th\u1eddi gian v\u00e0 \u0111\u1ecba \u0111i\u1ec3m vi ph\u1ea1m, c\u0169ng nh\u01b0 c\u00e1c c\u0103n c\u1ee9 ph\u00e1p l\u00fd \u00e1p d\u1ee5ng. T\u1ea5t c\u1ea3 th\u00f4ng tin n\u00e0y \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong h\u1ec7 th\u1ed1ng blockchain \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n v\u00e0 kh\u00f4ng th\u1ec3 ch\u1ec9nh s\u1eeda.<\/p>\n\n\n\n
H\u1ec7 th\u1ed1ng sau \u0111\u00f3 s\u1ebd tra c\u1ee9u th\u00f4ng tin ch\u1ee7 xe trong c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia, bao g\u1ed3m c\u1ea3 th\u00f4ng tin li\u00ean h\u1ec7 \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt qua VneID. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ea3m b\u1ea3o r\u1eb1ng th\u00f4ng b\u00e1o vi ph\u1ea1m s\u1ebd \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn \u0111\u00fang ng\u01b0\u1eddi v\u00e0 qua \u0111\u00fang k\u00eanh li\u00ean l\u1ea1c m\u00e0 h\u1ecd \u0111\u00e3 \u0111\u0103ng k\u00fd.<\/p>\n\n\n\n
Th\u00f4ng B\u00e1o Vi Ph\u1ea1m Trong V\u00f2ng 2 Gi\u1edd<\/h3>\n\n\n\n
\u0110\u00e2y ch\u00ednh l\u00e0 \u0111i\u1ec3m \u0111\u1ed9t ph\u00e1 l\u1edbn nh\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng m\u1edbi. Trong v\u00f2ng 2 gi\u1edd sau khi vi ph\u1ea1m \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n, ch\u1ee7 xe s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o chi ti\u1ebft qua nhi\u1ec1u k\u00eanh kh\u00e1c nhau: tin nh\u1eafn SMS, th\u00f4ng b\u00e1o qua \u1ee9ng d\u1ee5ng VNeTraffic, email, v\u00e0 th\u00f4ng b\u00e1o push tr\u00ean VneID. Th\u00f4ng b\u00e1o s\u1ebd bao g\u1ed3m \u0111\u1ea7y \u0111\u1ee7 th\u00f4ng tin v\u1ec1 vi ph\u1ea1m, h\u00ecnh \u1ea3nh b\u1eb1ng ch\u1ee9ng, m\u1ee9c ph\u1ea1t \u00e1p d\u1ee5ng, v\u00e0 h\u01b0\u1edbng d\u1eabn c\u00e1ch th\u1ee9c n\u1ed9p ph\u1ea1t ho\u1eb7c khi\u1ebfu n\u1ea1i.<\/p>\n\n\n\n
Theo TS. Kh\u01b0\u01a1ng Kim T\u1ea1o, nguy\u00ean Ph\u00f3 Ch\u00e1nh v\u0103n ph\u00f2ng \u1ee6y ban An to\u00e0n giao th\u00f4ng qu\u1ed1c gia, vi\u1ec7c th\u00f4ng b\u00e1o nhanh ch\u00f3ng n\u00e0y c\u00f3 t\u00e1c d\u1ee5ng r\u0103n \u0111e t\u1ee9c th\u1eddi, gi\u00fap ng\u01b0\u1eddi vi ph\u1ea1m nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c l\u1ed7i c\u1ee7a m\u00ecnh v\u00e0 c\u00f3 \u00fd th\u1ee9c ch\u1ea5p h\u00e0nh t\u1ed1t h\u01a1n trong t\u01b0\u01a1ng lai. “N\u1ebfu ch\u1ec9 sau 1-2 gi\u1edd vi ph\u1ea1m \u0111\u00e3 c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o v\u00e0 c\u00f3 th\u1ec3 n\u1ed9p ph\u1ea1t online ngay l\u00e0 \u0111i\u1ec1u r\u1ea5t t\u1ed1t”, \u00f4ng nh\u1ea5n m\u1ea1nh.<\/p>\n\n\n\n
Quy Tr\u00ecnh Ph\u1ea3n H\u1ed3i v\u00e0 N\u1ed9p Ph\u1ea1t Tr\u1ef1c Tuy\u1ebfn<\/h3>\n\n\n\n
Ng\u01b0\u1eddi nh\u1eadn th\u00f4ng b\u00e1o vi ph\u1ea1m c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec1u h\u00e0nh \u0111\u1ed9ng kh\u00e1c nhau th\u00f4ng qua h\u1ec7 th\u1ed1ng tr\u1ef1c tuy\u1ebfn. N\u1ebfu th\u1eeba nh\u1eadn vi ph\u1ea1m, h\u1ecd c\u00f3 th\u1ec3 n\u1ed9p ph\u1ea1t ngay l\u1eadp t\u1ee9c qua c\u00e1c c\u1ed5ng thanh to\u00e1n \u0111i\u1ec7n t\u1eed, bao g\u1ed3m internet banking, v\u00ed \u0111i\u1ec7n t\u1eed, ho\u1eb7c th\u1ebb t\u00edn d\u1ee5ng. H\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng c\u1eadp nh\u1eadt tr\u1ea1ng th\u00e1i x\u1eed l\u00fd v\u00e0 g\u1eedi bi\u00ean lai \u0111i\u1ec7n t\u1eed.<\/p>\n\n\n\n
Trong tr\u01b0\u1eddng h\u1ee3p kh\u00f4ng \u0111\u1ed3ng \u00fd v\u1edbi quy\u1ebft \u0111\u1ecbnh x\u1eed ph\u1ea1t, ng\u01b0\u1eddi d\u00e2n c\u00f3 th\u1ec3 g\u1eedi khi\u1ebfu n\u1ea1i tr\u1ef1c tuy\u1ebfn k\u00e8m theo c\u00e1c b\u1eb1ng ch\u1ee9ng ph\u1ea3n b\u00e1c. H\u1ec7 th\u1ed1ng AI s\u1ebd s\u01a1 b\u1ed9 \u0111\u00e1nh gi\u00e1 t\u00ednh h\u1ee3p l\u1ec7 c\u1ee7a khi\u1ebfu n\u1ea1i v\u00e0 chuy\u1ec3n \u0111\u1ebfn c\u00e1n b\u1ed9 c\u00f3 th\u1ea9m quy\u1ec1n \u0111\u1ec3 xem x\u00e9t chi ti\u1ebft. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh khi\u1ebfu n\u1ea1i v\u00e0 gi\u1ea3i quy\u1ebft \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n tr\u1ef1c tuy\u1ebfn, v\u1edbi th\u1eddi h\u1ea1n t\u1ed1i \u0111a 30 ng\u00e0y.<\/p>\n\n\n\n
T\u00edch H\u1ee3p V\u1edbi H\u1ec7 Th\u1ed1ng Tr\u1eeb \u0110i\u1ec3m B\u1eb1ng L\u00e1i<\/h3>\n\n\n\n
M\u1ed9t \u0111i\u1ec3m m\u1edbi quan tr\u1ecdng kh\u00e1c l\u00e0 vi\u1ec7c t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng tr\u1eeb \u0111i\u1ec3m b\u1eb1ng l\u00e1i xe \u0111i\u1ec7n t\u1eed. Ngay sau khi quy\u1ebft \u0111\u1ecbnh x\u1eed ph\u1ea1t c\u00f3 hi\u1ec7u l\u1ef1c, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng tr\u1eeb \u0111i\u1ec3m t\u01b0\u01a1ng \u1ee9ng v\u00e0o b\u1eb1ng l\u00e1i c\u1ee7a ng\u01b0\u1eddi vi ph\u1ea1m. Th\u00f4ng tin v\u1ec1 s\u1ed1 \u0111i\u1ec3m c\u00f2n l\u1ea1i s\u1ebd \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt real-time v\u00e0 ng\u01b0\u1eddi l\u00e1i xe c\u00f3 th\u1ec3 theo d\u00f5i qua \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng.<\/p>\n\n\n\n
H\u1ec7 th\u1ed1ng c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng c\u1ea3nh b\u00e1o s\u1edbm khi s\u1ed1 \u0111i\u1ec3m s\u1eafp h\u1ebft, \u0111\u1ed3ng th\u1eddi \u0111\u1ec1 xu\u1ea5t c\u00e1c kh\u00f3a h\u1ecdc b\u1ed3i d\u01b0\u1ee1ng ki\u1ebfn th\u1ee9c giao th\u00f4ng \u0111\u1ec3 ph\u1ee5c h\u1ed3i \u0111i\u1ec3m. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u00f3 t\u00e1c d\u1ee5ng r\u0103n \u0111e m\u00e0 c\u00f2n gi\u00fap n\u00e2ng cao \u00fd th\u1ee9c ch\u1ea5p h\u00e0nh ph\u00e1p lu\u1eadt giao th\u00f4ng c\u1ee7a ng\u01b0\u1eddi d\u00e2n.<\/p>\n\n\n\n
T\u00e1c \u0110\u1ed9ng T\u00edch C\u1ef1c \u0110\u1ebfn Ng\u01b0\u1eddi D\u00e2n v\u00e0 X\u00e3 H\u1ed9i<\/h2>\n\n\n\nTi\u1ebft Ki\u1ec7m Th\u1eddi Gian v\u00e0 Chi Ph\u00ed<\/h3>\n\n\n\n
M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch r\u00f5 r\u00e0ng nh\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng m\u1edbi l\u00e0 vi\u1ec7c ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 th\u1eddi gian v\u00e0 chi ph\u00ed cho ng\u01b0\u1eddi d\u00e2n. Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c x\u1eed l\u00fd m\u1ed9t vi ph\u1ea1m giao th\u00f4ng c\u00f3 th\u1ec3 m\u1ea5t t\u1eeb v\u00e0i tu\u1ea7n \u0111\u1ebfn v\u00e0i th\u00e1ng, \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi d\u00e2n ph\u1ea3i \u0111i l\u1ea1i nhi\u1ec1u l\u1ea7n \u0111\u1ebfn c\u00e1c c\u01a1 quan ch\u1ee9c n\u0103ng. V\u1edbi h\u1ec7 th\u1ed1ng m\u1edbi, to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh t\u1eeb nh\u1eadn th\u00f4ng b\u00e1o \u0111\u1ebfn ho\u00e0n t\u1ea5t n\u1ed9p ph\u1ea1t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n ch\u1ec9 trong v\u00e0i ph\u00fat.<\/p>\n\n\n\n
Lu\u1eadt s\u01b0 Giang H\u1ed3ng Thanh t\u1eeb \u0110o\u00e0n lu\u1eadt s\u01b0 H\u00e0 N\u1ed9i nh\u1eadn \u0111\u1ecbnh r\u1eb1ng vi\u1ec7c n\u1ed9p ph\u1ea1t online kh\u00f4ng ch\u1ec9 gi\u1ea3m t\u1ea3i c\u00f4ng vi\u1ec7c cho c\u01a1 quan nh\u00e0 n\u01b0\u1edbc m\u00e0 c\u00f2n r\u00fat ng\u1eafn \u0111\u01b0\u1ee3c th\u1eddi gian c\u1ee7a ng\u01b0\u1eddi d\u00e2n khi n\u1ed9p ph\u1ea1t. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 \u00fd ngh\u0129a trong b\u1ed1i c\u1ea3nh \u0111\u1eddi s\u1ed1ng hi\u1ec7n \u0111\u1ea1i, khi th\u1eddi gian tr\u1edf th\u00e0nh t\u00e0i s\u1ea3n qu\u00fd gi\u00e1 c\u1ee7a m\u1ed7i c\u00e1 nh\u00e2n.<\/p>\n\n\n\n
T\u0103ng C\u01b0\u1eddng T\u00ednh Minh B\u1ea1ch v\u00e0 C\u00f4ng B\u1eb1ng<\/h3>\n\n\n\n
H\u1ec7 th\u1ed1ng AI kh\u00f4ng c\u00f3 c\u1ea3m x\u00fac, kh\u00f4ng thi\u00ean v\u1ecb, v\u00e0 \u00e1p d\u1ee5ng lu\u1eadt ph\u00e1p m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y gi\u00fap lo\u1ea1i b\u1ecf c\u00e1c y\u1ebfu t\u1ed1 ch\u1ee7 quan trong qu\u00e1 tr\u00ecnh x\u1eed ph\u1ea1t, t\u1ea1o ra s\u1ef1 c\u00f4ng b\u1eb1ng th\u1ef1c s\u1ef1 tr\u01b0\u1edbc ph\u00e1p lu\u1eadt. M\u1ecdi quy\u1ebft \u0111\u1ecbnh x\u1eed ph\u1ea1t \u0111\u1ec1u c\u00f3 c\u0103n c\u1ee9 r\u00f5 r\u00e0ng, \u0111\u01b0\u1ee3c ghi l\u1ea1i b\u1eb1ng h\u00ecnh \u1ea3nh v\u00e0 video, gi\u00fap ng\u01b0\u1eddi d\u00e2n d\u1ec5 d\u00e0ng hi\u1ec3u v\u00e0 ch\u1ea5p nh\u1eadn.<\/p>\n\n\n\n
T\u00ednh minh b\u1ea1ch c\u0169ng \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua vi\u1ec7c c\u00f4ng khai to\u00e0n b\u1ed9 quy tr\u00ecnh x\u1eed l\u00fd, t\u1eeb c\u00e1ch th\u1ee9c ph\u00e1t hi\u1ec7n vi ph\u1ea1m \u0111\u1ebfn ti\u00eau chu\u1ea9n \u00e1p d\u1ee5ng m\u1ee9c ph\u1ea1t. Ng\u01b0\u1eddi d\u00e2n c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 ki\u1ec3m tra m\u1ecdi th\u00f4ng tin li\u00ean quan \u0111\u1ebfn vi ph\u1ea1m c\u1ee7a m\u00ecnh, t\u1ea1o ra s\u1ef1 tin t\u01b0\u1edfng cao h\u01a1n \u0111\u1ed1i v\u1edbi c\u01a1 quan th\u1ef1c thi ph\u00e1p lu\u1eadt.<\/p>\n\n\n\n
N\u00e2ng Cao \u00dd Th\u1ee9c Ch\u1ea5p H\u00e0nh Ph\u00e1p Lu\u1eadt<\/h3>\n\n\n\n
Vi\u1ec7c th\u00f4ng b\u00e1o vi ph\u1ea1m ngay l\u1eadp t\u1ee9c c\u00f3 t\u00e1c d\u1ee5ng gi\u00e1o d\u1ee5c v\u00e0 r\u0103n \u0111e m\u1ea1nh m\u1ebd. Khi bi\u1ebft r\u1eb1ng m\u1ecdi h\u00e0nh vi vi ph\u1ea1m \u0111\u1ec1u c\u00f3 th\u1ec3 b\u1ecb ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd nhanh ch\u00f3ng, ng\u01b0\u1eddi tham gia giao th\u00f4ng s\u1ebd c\u00f3 \u00fd th\u1ee9c ch\u1ea5p h\u00e0nh ph\u00e1p lu\u1eadt t\u1ed1t h\u01a1n. \u0110i\u1ec1u n\u00e0y g\u00f3p ph\u1ea7n quan tr\u1ecdng v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng v\u0103n h\u00f3a giao th\u00f4ng v\u0103n minh v\u00e0 an to\u00e0n.<\/p>\n\n\n\n
H\u1ec7 th\u1ed1ng c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch h\u00e0nh vi vi ph\u1ea1m c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb c\u00e1 nh\u00e2n h\u00f3a. V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t ng\u01b0\u1eddi th\u01b0\u1eddng xuy\u00ean vi ph\u1ea1m t\u1ed1c \u0111\u1ed9, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 g\u1eedi c\u00e1c th\u00f4ng tin gi\u00e1o d\u1ee5c v\u1ec1 t\u00e1c h\u1ea1i c\u1ee7a vi\u1ec7c l\u00e1i xe qu\u00e1 t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ec1 xu\u1ea5t tham gia c\u00e1c kh\u00f3a h\u1ecdc l\u00e1i xe an to\u00e0n.<\/p>\n\n\n\n
C\u1ea3i Thi\u1ec7n An To\u00e0n Giao Th\u00f4ng<\/h3>\n\n\n\n
M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 n\u00e0y ch\u00ednh l\u00e0 c\u1ea3i thi\u1ec7n t\u00ecnh h\u00ecnh an to\u00e0n giao th\u00f4ng tr\u00ean to\u00e0n qu\u1ed1c. V\u1edbi kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t 24\/7 v\u00e0 x\u1eed l\u00fd vi ph\u1ea1m k\u1ecbp th\u1eddi, h\u1ec7 th\u1ed1ng m\u1edbi \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 s\u1ed1 v\u1ee5 tai n\u1ea1n giao th\u00f4ng v\u00e0 s\u1ed1 ng\u01b0\u1eddi th\u01b0\u01a1ng vong.<\/p>\n\n\n\n
D\u1eef li\u1ec7u t\u1eeb c\u00e1c qu\u1ed1c gia \u0111\u00e3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng t\u01b0\u01a1ng t\u1ef1 cho th\u1ea5y t\u1ef7 l\u1ec7 vi ph\u1ea1m giao th\u00f4ng gi\u1ea3m t\u1eeb 30-50% sau khi \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong qu\u1ea3n l\u00fd giao th\u00f4ng. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u00f3 \u00fd ngh\u0129a v\u1ec1 m\u1eb7t an to\u00e0n m\u00e0 c\u00f2n mang l\u1ea1i l\u1ee3i \u00edch kinh t\u1ebf to l\u1edbn th\u00f4ng qua vi\u1ec7c gi\u1ea3m thi\u1ec3u thi\u1ec7t h\u1ea1i do tai n\u1ea1n giao th\u00f4ng g\u00e2y ra.<\/p>\n\n\n\n
Th\u00e1ch Th\u1ee9c v\u00e0 Gi\u1ea3i Ph\u00e1p Trong Qu\u00e1 Tr\u00ecnh Tri\u1ec3n Khai<\/h2>\n\n\n\nTh\u00e1ch Th\u1ee9c V\u1ec1 H\u1ea1 T\u1ea7ng C\u00f4ng Ngh\u1ec7<\/h3>\n\n\n\n
Vi\u1ec7c tri\u1ec3n khai h\u1ec7 th\u1ed1ng CSGT s\u1ed1 h\u00f3a tr\u00ean ph\u1ea1m vi to\u00e0n qu\u1ed1c \u0111\u00f2i h\u1ecfi m\u1ed9t h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 v\u00f4 c\u00f9ng m\u1ea1nh m\u1ebd v\u00e0 \u1ed5n \u0111\u1ecbnh. H\u1ec7 th\u1ed1ng c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd h\u00e0ng tri\u1ec7u giao d\u1ecbch m\u1ed7i ng\u00e0y, l\u01b0u tr\u1eef petabyte d\u1eef li\u1ec7u, v\u00e0 \u0111\u1ea3m b\u1ea3o th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng 99.99%. \u0110\u00e2y l\u00e0 th\u00e1ch th\u1ee9c kh\u00f4ng nh\u1ecf \u0111\u1ed1i v\u1edbi m\u1ed9t qu\u1ed1c gia \u0111ang ph\u00e1t tri\u1ec3n nh\u01b0 Vi\u1ec7t Nam.<\/p>\n\n\n\n
\u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, C\u1ee5c C\u1ea3nh s\u00e1t giao th\u00f4ng \u0111\u00e3 h\u1ee3p t\u00e1c v\u1edbi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u trong n\u01b0\u1edbc v\u00e0 qu\u1ed1c t\u1ebf \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng cloud computing hi\u1ec7n \u0111\u1ea1i. H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo m\u00f4 h\u00ecnh ph\u00e2n t\u00e1n, v\u1edbi c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u \u0111\u1eb7t t\u1ea1i nhi\u1ec1u v\u00f9ng mi\u1ec1n kh\u00e1c nhau \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh s\u1eb5n s\u00e0ng cao v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i sau th\u1ea3m h\u1ecda.<\/p>\n\n\n\n
Th\u00e1ch Th\u1ee9c V\u1ec1 Ngu\u1ed3n Nh\u00e2n L\u1ef1c<\/h3>\n\n\n\n
Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng ch\u1ec9 l\u00e0 thay \u0111\u1ed5i c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n \u0111\u00f2i h\u1ecfi s\u1ef1 thay \u0111\u1ed5i v\u1ec1 t\u01b0 duy v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a \u0111\u1ed9i ng\u0169 c\u00e1n b\u1ed9. Nhi\u1ec1u c\u00e1n b\u1ed9 CSGT truy\u1ec1n th\u1ed1ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o l\u1ea1i \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c m\u1edbi, t\u1eeb vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 s\u1ed1 \u0111\u1ebfn hi\u1ec3u bi\u1ebft v\u1ec1 quy tr\u00ecnh x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n
C\u1ee5c C\u1ea3nh s\u00e1t giao th\u00f4ng \u0111\u00e3 x\u00e2y d\u1ef1ng ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o to\u00e0n di\u1ec7n, bao g\u1ed3m c\u00e1c kh\u00f3a h\u1ecdc v\u1ec1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, v\u00e0 k\u1ef9 n\u0103ng giao ti\u1ebfp trong m\u00f4i tr\u01b0\u1eddng s\u1ed1. \u0110\u1ed3ng th\u1eddi, \u0111\u01a1n v\u1ecb c\u0169ng tuy\u1ec3n d\u1ee5ng th\u00eam nhi\u1ec1u chuy\u00ean gia IT v\u00e0 data scientist \u0111\u1ec3 h\u1ed7 tr\u1ee3 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n
Th\u00e1ch Th\u1ee9c V\u1ec1 Ch\u1ea5p Nh\u1eadn C\u1ee7a Ng\u01b0\u1eddi D\u00e2n<\/h3>\n\n\n\n
M\u1ed9t th\u00e1ch th\u1ee9c kh\u00f4ng k\u00e9m quan tr\u1ecdng l\u00e0 vi\u1ec7c thay \u0111\u1ed5i th\u00f3i quen v\u00e0 t\u00e2m l\u00fd c\u1ee7a ng\u01b0\u1eddi d\u00e2n. Nhi\u1ec1u ng\u01b0\u1eddi, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng ng\u01b0\u1eddi l\u1edbn tu\u1ed5i, c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 s\u1ed1 ho\u1eb7c c\u00f3 t\u00e2m l\u00fd nghi ng\u1edd v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng AI.<\/p>\n\n\n\n
\u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u01a1 quan ch\u1ee9c n\u0103ng \u0111\u00e3 tri\u1ec3n khai chi\u1ebfn d\u1ecbch truy\u1ec1n th\u00f4ng r\u1ed9ng r\u00e3i, gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng v\u1ec1 l\u1ee3i \u00edch v\u00e0 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ec7 th\u1ed1ng m\u1edbi. \u0110\u1ed3ng th\u1eddi, c\u00e1c trung t\u00e2m h\u1ed7 tr\u1ee3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp t\u1ea1i c\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng \u0111\u1ec3 gi\u00fap \u0111\u1ee1 ng\u01b0\u1eddi d\u00e2n trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i.<\/p>\n\n\n\n
Gi\u1ea3i Ph\u00e1p \u0110\u1ea3m B\u1ea3o An To\u00e0n Th\u00f4ng Tin<\/h3>\n\n\n\n
V\u1edbi l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00e1 nh\u00e2n \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 x\u1eed l\u00fd, vi\u1ec7c \u0111\u1ea3m b\u1ea3o an to\u00e0n th\u00f4ng tin tr\u1edf th\u00e0nh \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u. H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c l\u1edbp b\u1ea3o m\u1eadt \u0111a t\u1ea7ng, s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u00e3 h\u00f3a end-to-end v\u00e0 tu\u00e2n th\u1ee7 nghi\u00eam ng\u1eb7t c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt qu\u1ed1c t\u1ebf.<\/p>\n\n\n\n
Ngo\u00e0i ra, m\u1ed9t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t an ninh m\u1ea1ng 24\/7 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n k\u1ecbp th\u1eddi c\u00e1c m\u1ed1i \u0111e d\u1ecda. C\u00e1c cu\u1ed9c ki\u1ec3m tra b\u1ea3o m\u1eadt \u0111\u1ecbnh k\u1ef3 c\u0169ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ed9c l\u1eadp \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng lu\u00f4n \u0111\u1ea1t ti\u00eau chu\u1ea9n cao nh\u1ea5t v\u1ec1 an to\u00e0n th\u00f4ng tin.<\/p>\n\n\n\n
T\u1ea7m Nh\u00ecn T\u01b0\u01a1ng Lai: H\u01b0\u1edbng T\u1edbi Giao Th\u00f4ng Th\u00f4ng Minh To\u00e0n Di\u1ec7n<\/h2>\n\n\n\nM\u1edf R\u1ed9ng Ph\u1ea1m Vi \u1ee8ng D\u1ee5ng AI<\/h3>\n\n\n\n
Trong t\u01b0\u01a1ng lai g\u1ea7n, h\u1ec7 th\u1ed1ng AI s\u1ebd \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng \u0111\u1ec3 c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n nhi\u1ec1u lo\u1ea1i vi ph\u1ea1m ph\u1ee9c t\u1ea1p h\u01a1n, bao g\u1ed3m s\u1eed d\u1ee5ng \u0111i\u1ec7n tho\u1ea1i khi l\u00e1i xe, kh\u00f4ng th\u1eaft d\u00e2y an to\u00e0n, ch\u1edf qu\u00e1 s\u1ed1 ng\u01b0\u1eddi quy \u0111\u1ecbnh, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u l\u00e1i xe trong t\u00ecnh tr\u1ea1ng say r\u01b0\u1ee3u bia th\u00f4ng qua ph\u00e2n t\u00edch h\u00e0nh vi l\u00e1i xe.<\/p>\n\n\n\n
C\u00f4ng ngh\u1ec7 computer vision ti\u00ean ti\u1ebfn c\u0169ng s\u1ebd cho ph\u00e9p h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch c\u1ea3m x\u00fac v\u00e0 tr\u1ea1ng th\u00e1i c\u1ee7a ng\u01b0\u1eddi l\u00e1i xe, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u1ea3nh b\u00e1o s\u1edbm v\u1ec1 c\u00e1c t\u00ecnh hu\u1ed1ng nguy hi\u1ec3m. \u0110i\u1ec1u n\u00e0y s\u1ebd chuy\u1ec3n h\u1ec7 th\u1ed1ng t\u1eeb vai tr\u00f2 x\u1eed ph\u1ea1t sau vi ph\u1ea1m sang vai tr\u00f2 ng\u0103n ng\u1eeba vi ph\u1ea1m v\u00e0 tai n\u1ea1n.<\/p>\n\n\n\n
T\u00edch H\u1ee3p V\u1edbi H\u1ec7 Th\u1ed1ng Giao Th\u00f4ng Th\u00f4ng Minh<\/h3>\n\n\n\n
H\u1ec7 th\u1ed1ng CSGT s\u1ed1 h\u00f3a s\u1ebd \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng giao th\u00f4ng th\u00f4ng minh t\u1ed5ng th\u1ec3, bao g\u1ed3m \u0111i\u1ec1u khi\u1ec3n \u0111\u00e8n t\u00edn hi\u1ec7u th\u00f4ng minh, h\u1ec7 th\u1ed1ng th\u00f4ng tin giao th\u00f4ng real-time, v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u1ecbnh tuy\u1ebfn th\u00f4ng minh. \u0110i\u1ec1u n\u00e0y s\u1ebd t\u1ea1o ra m\u1ed9t h\u1ec7 sinh th\u00e1i giao th\u00f4ng ho\u00e0n ch\u1ec9nh, c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u h\u00f3a lu\u1ed3ng giao th\u00f4ng.<\/p>\n\n\n\n
D\u1eef li\u1ec7u t\u1eeb h\u1ec7 th\u1ed1ng CSGT c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 d\u1ef1 b\u00e1o xu h\u01b0\u1edbng giao th\u00f4ng, gi\u00fap c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t v\u1ec1 ph\u00e1t tri\u1ec3n h\u1ea1 t\u1ea7ng giao th\u00f4ng v\u00e0 quy ho\u1ea1ch \u0111\u00f4 th\u1ecb.<\/p>\n\n\n\n
H\u1ee3p T\u00e1c Qu\u1ed1c T\u1ebf v\u00e0 Chia S\u1ebb Kinh Nghi\u1ec7m<\/h3>\n\n\n\n
Vi\u1ec7t Nam \u0111ang t\u00edch c\u1ef1c h\u1ee3p t\u00e1c v\u1edbi c\u00e1c qu\u1ed1c gia ti\u00ean ti\u1ebfn trong vi\u1ec7c chia s\u1ebb kinh nghi\u1ec7m v\u00e0 c\u00f4ng ngh\u1ec7 v\u1ec1 qu\u1ea3n l\u00fd giao th\u00f4ng th\u00f4ng minh. C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh trao \u0111\u1ed5i chuy\u00ean gia, chuy\u1ec3n giao c\u00f4ng ngh\u1ec7, v\u00e0 h\u1ee3p t\u00e1c nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng c\u1ee7a Vi\u1ec7t Nam lu\u00f4n \u0111i \u0111\u1ea7u v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7.<\/p>\n\n\n\n
\u0110\u1ed3ng th\u1eddi, Vi\u1ec7t Nam c\u0169ng s\u1eb5n s\u00e0ng chia s\u1ebb kinh nghi\u1ec7m v\u00e0 c\u00f4ng ngh\u1ec7 v\u1edbi c\u00e1c qu\u1ed1c gia \u0111ang ph\u00e1t tri\u1ec3n kh\u00e1c trong khu v\u1ef1c, g\u00f3p ph\u1ea7n v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng giao th\u00f4ng an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u.<\/p>\n\n\n\n
K\u1ebft Lu\u1eadn: B\u01b0\u1edbc \u0110i \u0110\u00fang H\u01b0\u1edbng Cho T\u01b0\u01a1ng Lai<\/h2>\n\n\n\n
Cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t thay \u0111\u1ed5i v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n th\u1ec3 hi\u1ec7n t\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c v\u00e0 quy\u1ebft t\u00e2m c\u1ee7a Nh\u00e0 n\u01b0\u1edbc trong vi\u1ec7c hi\u1ec7n \u0111\u1ea1i h\u00f3a b\u1ed9 m\u00e1y qu\u1ea3n l\u00fd. V\u1edbi kh\u1ea9u hi\u1ec7u “CSGT s\u1ebd h\u1ea1n ch\u1ebf t\u1ed1i \u0111a hi\u1ec7n di\u1ec7n tr\u00ean \u0111\u01b0\u1eddng”, Thi\u1ebfu t\u01b0\u1edbng \u0110\u1ed7 Thanh B\u00ecnh \u0111\u00e3 v\u1ea1ch ra m\u1ed9t con \u0111\u01b0\u1eddng m\u1edbi, n\u01a1i m\u00e0 c\u00f4ng ngh\u1ec7 kh\u00f4ng thay th\u1ebf con ng\u01b0\u1eddi m\u00e0 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n
Nh\u1eefng th\u00e0nh t\u1ef1u \u0111\u1ea1t \u0111\u01b0\u1ee3c trong th\u1eddi gian qua, t\u1eeb vi\u1ec7c g\u1eedi th\u00f4ng b\u00e1o vi ph\u1ea1m trong v\u00f2ng 2 gi\u1edd \u0111\u1ebfn kh\u1ea3 n\u0103ng x\u1eed l\u00fd h\u00e0ng tri\u1ec7u giao d\u1ecbch m\u1ed7i ng\u00e0y, \u0111\u00e3 ch\u1ee9ng minh r\u1eb1ng Vi\u1ec7t Nam ho\u00e0n to\u00e0n c\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 cao ph\u1ee9c t\u1ea1p. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 n\u00e2ng cao hi\u1ec7u qu\u1ea3 qu\u1ea3n l\u00fd m\u00e0 c\u00f2n t\u1ea1o ra tr\u1ea3i nghi\u1ec7m t\u1ed1t h\u01a1n cho ng\u01b0\u1eddi d\u00e2n khi t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u01a1 quan nh\u00e0 n\u01b0\u1edbc.<\/p>\n\n\n\n
Khung ph\u00e1p l\u00fd ho\u00e0n ch\u1ec9nh v\u1edbi Lu\u1eadt Tr\u1eadt t\u1ef1, an to\u00e0n giao th\u00f4ng \u0111\u01b0\u1eddng b\u1ed9 2024 v\u00e0 Ngh\u1ecb \u0111\u1ecbnh 168\/2024\/N\u0110-CP \u0111\u00e3 t\u1ea1o ra n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng c\u1ee7a h\u1ec7 th\u1ed1ng. Vi\u1ec7c \u0111\u1ea3m b\u1ea3o quy\u1ec1n l\u1ee3i ng\u01b0\u1eddi d\u00e2n, t\u00ednh minh b\u1ea1ch trong ho\u1ea1t \u0111\u1ed9ng, v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00ean h\u00e0ng \u0111\u1ea7u, th\u1ec3 hi\u1ec7n s\u1ef1 c\u00e2n b\u1eb1ng h\u00e0i h\u00f2a gi\u1eefa hi\u1ec7u qu\u1ea3 qu\u1ea3n l\u00fd v\u00e0 quy\u1ec1n con ng\u01b0\u1eddi.<\/p>\n\n\n\n
Tuy nhi\u00ean, th\u00e0nh c\u00f4ng c\u1ee7a cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 n\u00e0y kh\u00f4ng ch\u1ec9 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n c\u1ea7n s\u1ef1 \u0111\u1ed3ng h\u00e0nh c\u1ee7a to\u00e0n x\u00e3 h\u1ed9i. Ng\u01b0\u1eddi d\u00e2n c\u1ea7n c\u00f3 \u00fd th\u1ee9c ch\u1ea5p h\u00e0nh ph\u00e1p lu\u1eadt v\u00e0 s\u1eb5n s\u00e0ng th\u00edch \u1ee9ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i t\u00edch c\u1ef1c. C\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 c\u1ea7n ti\u1ebfp t\u1ee5c \u0111\u1ea7u t\u01b0 nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n \u0111\u1ec3 mang \u0111\u1ebfn nh\u1eefng gi\u1ea3i ph\u00e1p ng\u00e0y c\u00e0ng ho\u00e0n thi\u1ec7n. V\u00e0 quan tr\u1ecdng nh\u1ea5t, c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd c\u1ea7n duy tr\u00ec tinh th\u1ea7n c\u1ea3i c\u00e1ch, l\u1eafng nghe \u00fd ki\u1ebfn ng\u01b0\u1eddi d\u00e2n, v\u00e0 kh\u00f4ng ng\u1eebng ho\u00e0n thi\u1ec7n h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n
Nh\u00ecn v\u1ec1 t\u01b0\u01a1ng lai, cu\u1ed9c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong CSGT ch\u1ec9 l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u c\u1ee7a m\u1ed9t h\u00e0nh tr\u00ecnh d\u00e0i h\u01b0\u1edbng t\u1edbi x\u00e2y d\u1ef1ng Vi\u1ec7t Nam s\u1ed1. Nh\u1eefng kinh nghi\u1ec7m v\u00e0 b\u00e0i h\u1ecdc r\u00fat ra t\u1eeb qu\u00e1 tr\u00ecnh n\u00e0y s\u1ebd l\u00e0 n\u1ec1n t\u1ea3ng qu\u00fd gi\u00e1 cho vi\u1ec7c s\u1ed1 h\u00f3a c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c c\u1ee7a \u0111\u1eddi s\u1ed1ng x\u00e3 h\u1ed9i. V\u1edbi quy\u1ebft t\u00e2m v\u00e0 s\u1ef1 \u0111\u1ea7u t\u01b0 \u0111\u00fang h\u01b0\u1edbng, Vi\u1ec7t Nam ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng qu\u1ed1c gia d\u1eabn \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 trong qu\u1ea3n l\u00fd nh\u00e0 n\u01b0\u1edbc.<\/p>\n\n\n\n
Cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1ed1 trong CSGT kh\u00f4ng ch\u1ec9 thay \u0111\u1ed5i c\u00e1ch th\u1ee9c qu\u1ea3n l\u00fd giao th\u00f4ng m\u00e0 c\u00f2n g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t x\u00e3 h\u1ed9i minh b\u1ea1ch, c\u00f4ng b\u1eb1ng, v\u00e0 hi\u1ec7n \u0111\u1ea1i. \u0110\u00e2y ch\u00ednh l\u00e0 b\u01b0\u1edbc \u0111i \u0111\u00fang h\u01b0\u1edbng cho t\u01b0\u01a1ng lai, n\u01a1i m\u00e0 c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 con ng\u01b0\u1eddi v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 cho c\u1ed9ng \u0111\u1ed3ng.<\/p>\n","protected":false},"excerpt":{"rendered":"
Ng\u00e0y 11 th\u00e1ng 7 n\u0103m 2025 \u0111\u00e1nh d\u1ea5u m\u1ed9t c\u1ed9t m\u1ed1c quan tr\u1ecdng trong l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh giao th\u00f4ng Vi\u1ec7t Nam khi Thi\u1ebfu t\u01b0\u1edbng \u0110\u1ed7 Thanh B\u00ecnh, C\u1ee5c tr\u01b0\u1edfng C\u1ee5c C\u1ea3nh s\u00e1t giao th\u00f4ng, ch\u00ednh th\u1ee9c c\u00f4ng b\u1ed1 t\u1ea7m nh\u00ecn \u0111\u1ed9t ph\u00e1: “C\u1ea3nh s\u00e1t giao th\u00f4ng s\u1ebd h\u1ea1n ch\u1ebf t\u1ed1i \u0111a hi\u1ec7n […]<\/p>\n","protected":false},"author":2,"featured_media":116,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-115","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bai-viet"],"yoast_head":"\n
K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog<\/title>\n<meta name=\"description\" content=\"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog\" \/>\n<meta property=\"og:description\" content=\"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/\" \/>\n<meta property=\"og:site_name\" content=\"Lexcentra Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/LexCentra\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-11T14:06:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-11T14:07:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"thanh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"thanh\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"29 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/\"},\"author\":{\"name\":\"thanh\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#\\\/schema\\\/person\\\/3556344dd145a7467deb7dd7fd556298\"},\"headline\":\"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam\",\"datePublished\":\"2025-07-11T14:06:59+00:00\",\"dateModified\":\"2025-07-11T14:07:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/\"},\"wordCount\":7754,\"publisher\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blog.lexcentra.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/image-7.jpeg\",\"articleSection\":[\"B\u00e0i vi\u1ebft\"],\"inLanguage\":\"vi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/\",\"url\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/\",\"name\":\"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blog.lexcentra.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/image-7.jpeg\",\"datePublished\":\"2025-07-11T14:06:59+00:00\",\"dateModified\":\"2025-07-11T14:07:00+00:00\",\"description\":\"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\\\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#primaryimage\",\"url\":\"https:\\\/\\\/blog.lexcentra.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/image-7.jpeg\",\"contentUrl\":\"https:\\\/\\\/blog.lexcentra.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/image-7.jpeg\",\"width\":1920,\"height\":1280},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/\",\"name\":\"Lexcentra Blog\",\"description\":\"C\u1eadp nh\u1eadt tin t\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 AI v\u00e0 Ph\u00e1p lu\u1eadt mi\u1ec5n ph\u00ed\",\"publisher\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#organization\",\"name\":\"LEXENGINE JOINT STOCK COMPANY\",\"url\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/lex_logo.jpg\",\"contentUrl\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/lex_logo.jpg\",\"width\":200,\"height\":200,\"caption\":\"LEXENGINE JOINT STOCK COMPANY\"},\"image\":{\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/LexCentra\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/showcase\\\/lexcentra\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/lexcentra.ai\\\/blog\\\/#\\\/schema\\\/person\\\/3556344dd145a7467deb7dd7fd556298\",\"name\":\"thanh\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g\",\"caption\":\"thanh\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog","description":"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/","og_locale":"vi_VN","og_type":"article","og_title":"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog","og_description":"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.","og_url":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/","og_site_name":"Lexcentra Blog","article_publisher":"https:\/\/www.facebook.com\/LexCentra\/","article_published_time":"2025-07-11T14:06:59+00:00","article_modified_time":"2025-07-11T14:07:00+00:00","og_image":[{"width":1920,"height":1280,"url":"https:\/\/lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg","type":"image\/jpeg"}],"author":"thanh","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"thanh","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"29 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#article","isPartOf":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/"},"author":{"name":"thanh","@id":"https:\/\/lexcentra.ai\/blog\/#\/schema\/person\/3556344dd145a7467deb7dd7fd556298"},"headline":"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam","datePublished":"2025-07-11T14:06:59+00:00","dateModified":"2025-07-11T14:07:00+00:00","mainEntityOfPage":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/"},"wordCount":7754,"publisher":{"@id":"https:\/\/lexcentra.ai\/blog\/#organization"},"image":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#primaryimage"},"thumbnailUrl":"https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg","articleSection":["B\u00e0i vi\u1ebft"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/","url":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/","name":"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam - Lexcentra Blog","isPartOf":{"@id":"https:\/\/lexcentra.ai\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#primaryimage"},"image":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#primaryimage"},"thumbnailUrl":"https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg","datePublished":"2025-07-11T14:06:59+00:00","dateModified":"2025-07-11T14:07:00+00:00","description":"T\u00ecm hi\u1ec3u v\u1ec1 cu\u1ed9c c\u00e1ch m\u1ea1ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong C\u1ea3nh s\u00e1t giao th\u00f4ng Vi\u1ec7t Nam v\u1edbi c\u00f4ng ngh\u1ec7 AI, camera th\u00f4ng minh v\u00e0 quy tr\u00ecnh x\u1eed ph\u1ea1t t\u1ef1 \u0111\u1ed9ng. Ph\u00e2n t\u00edch ph\u00e1p l\u00fd chi ti\u1ebft v\u1ec1 Ngh\u1ecb \u0111\u1ecbnh 168\/2024 v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00e2n.","breadcrumb":{"@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#primaryimage","url":"https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg","contentUrl":"https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg","width":1920,"height":1280},{"@type":"BreadcrumbList","@id":"https:\/\/lexcentra.ai\/blog\/ky-nguyen-moi-cua-quan-ly-giao-thong-thong-minh-tai-viet-nam\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/lexcentra.ai\/blog\/"},{"@type":"ListItem","position":2,"name":"K\u1ef7 Nguy\u00ean M\u1edbi C\u1ee7a Qu\u1ea3n L\u00fd Giao Th\u00f4ng Th\u00f4ng Minh T\u1ea1i Vi\u1ec7t Nam"}]},{"@type":"WebSite","@id":"https:\/\/lexcentra.ai\/blog\/#website","url":"https:\/\/lexcentra.ai\/blog\/","name":"Lexcentra Blog","description":"C\u1eadp nh\u1eadt tin t\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 AI v\u00e0 Ph\u00e1p lu\u1eadt mi\u1ec5n ph\u00ed","publisher":{"@id":"https:\/\/lexcentra.ai\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/lexcentra.ai\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/lexcentra.ai\/blog\/#organization","name":"LEXENGINE JOINT STOCK COMPANY","url":"https:\/\/lexcentra.ai\/blog\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/lexcentra.ai\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/lexcentra.ai\/blog\/wp-content\/uploads\/2025\/06\/lex_logo.jpg","contentUrl":"https:\/\/lexcentra.ai\/blog\/wp-content\/uploads\/2025\/06\/lex_logo.jpg","width":200,"height":200,"caption":"LEXENGINE JOINT STOCK COMPANY"},"image":{"@id":"https:\/\/lexcentra.ai\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/LexCentra\/","https:\/\/www.linkedin.com\/showcase\/lexcentra"]},{"@type":"Person","@id":"https:\/\/lexcentra.ai\/blog\/#\/schema\/person\/3556344dd145a7467deb7dd7fd556298","name":"thanh","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/secure.gravatar.com\/avatar\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/615892da32b93c9e5b36eb7f7e6d1b33deeec65cb88ac662275e5aa15fa3ee87?s=96&d=mm&r=g","caption":"thanh"}}]}},"rttpg_featured_image_url":{"full":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg",1920,1280,false],"landscape":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg",1920,1280,false],"portraits":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg",1920,1280,false],"thumbnail":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7-150x150.jpeg",150,150,true],"medium":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7-300x200.jpeg",300,200,true],"large":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7-1024x683.jpeg",1024,683,true],"1536x1536":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7-1536x1024.jpeg",1536,1024,true],"2048x2048":["https:\/\/blog.lexcentra.ai\/wp-content\/uploads\/2025\/07\/image-7.jpeg",1920,1280,false]},"rttpg_author":{"display_name":"thanh","author_link":false},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/blog.lexcentra.ai\/blog\/category\/bai-viet\/\" rel=\"category tag\">B\u00e0i vi\u1ebft<\/a>","rttpg_excerpt":"Ng\u00e0y 11 th\u00e1ng 7 n\u0103m 2025 \u0111\u00e1nh d\u1ea5u m\u1ed9t c\u1ed9t m\u1ed1c quan tr\u1ecdng trong l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh giao th\u00f4ng Vi\u1ec7t Nam khi Thi\u1ebfu t\u01b0\u1edbng \u0110\u1ed7 Thanh B\u00ecnh, C\u1ee5c tr\u01b0\u1edfng C\u1ee5c C\u1ea3nh s\u00e1t giao th\u00f4ng, ch\u00ednh th\u1ee9c c\u00f4ng b\u1ed1 t\u1ea7m nh\u00ecn \u0111\u1ed9t ph\u00e1: “C\u1ea3nh s\u00e1t giao th\u00f4ng s\u1ebd h\u1ea1n ch\u1ebf t\u1ed1i \u0111a hi\u1ec7n…","_links":{"self":[{"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/posts\/115","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/comments?post=115"}],"version-history":[{"count":1,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/posts\/115\/revisions"}],"predecessor-version":[{"id":119,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/posts\/115\/revisions\/119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/media\/116"}],"wp:attachment":[{"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/media?parent=115"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/categories?post=115"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.lexcentra.ai\/blog\/wp-json\/wp\/v2\/tags?post=115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/lexcentra.ai\/blog\/wp-content\/uploads\/2025\/07\/image-7-1024x683.jpeg\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/lexcentra.ai\/blog\/wp-content\/uploads\/2025\/07\/image.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/lexcentra.ai\/blog\/wp-content\/uploads\/2025\/07\/image-8-1024x397.jpeg\")