{"id":9002,"date":"2021-09-22T11:13:56","date_gmt":"2021-09-22T04:13:56","guid":{"rendered":"https:\/\/www.konicaminolta.vn\/business\/?p=9002"},"modified":"2021-09-22T11:37:19","modified_gmt":"2021-09-22T04:37:19","slug":"quan-ly-quy-trinh-hau-can-thong-minh","status":"publish","type":"post","link":"https:\/\/www.konicaminolta.vn\/business\/quan-ly-quy-trinh-hau-can-thong-minh\/","title":{"rendered":"Qu\u1ea3n l\u00fd quy tr\u00ecnh h\u1eadu c\u1ea7n th\u00f4ng minh"},"content":{"rendered":"

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3 c\u00e1ch \u0111\u1ec3 H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 qu\u1ea3n l\u00fd trong quy tr\u00ecnh h\u1eadu c\u1ea7n<\/strong><\/p>\n

Gi\u00e1m s\u00e1t Th\u00f4ng minh – Smart monitoring l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ghi h\u00ecnh th\u00f4ng minh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 Internet v\u1ea1n v\u1eadt – Internet of Things (IoT), \u0111\u00e3 mang \u0111\u1ebfn nhi\u1ec1u c\u1ea3i ti\u1ebfn trong l\u0129nh v\u1ef1c c\u00f4ng nghi\u1ec7p bao g\u1ed3m c\u00e1c ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn h\u1eadu c\u1ea7n. T\u1eeb vi\u1ec7c t\u1ef1 \u0111\u1ed9ng ki\u1ec3m tra h\u00e0ng t\u1ed3n kho cho \u0111\u1ebfn vi\u1ec7c tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh an to\u00e0n trong qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh, c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i n\u00e0y \u0111\u00e3 mang \u0111\u1ebfn cho doanh nghi\u1ec7p nhi\u1ec1u l\u1ee3i \u00edch to l\u1edbn kh\u00f4ng ch\u1ec9 v\u1ec1 m\u1eb7t n\u00e2ng cao n\u0103ng su\u1ea5t m\u00e0 c\u00f2n gi\u00fap \u0111\u1ea3m b\u1ea3o nh\u1eefng tu\u00e2n th\u1ee7 v\u1ec1 quy \u0111\u1ecbnh an to\u00e0n cho ng\u01b0\u1eddi lao \u0111\u1ed9ng, c\u00e1c b\u00ean li\u00ean quan v\u00e0 c\u00e1c c\u01a1 s\u1edf li\u00ean quan.<\/p>\n

\u0110\u1ec3 gi\u00fap doanh nghi\u1ec7p \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 t\u1ed1i \u01b0u trong quy tr\u00ecnh v\u1eadn h\u00e0nh, H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 n\u00e2ng c\u1ea5p quy tr\u00ecnh h\u1eadu c\u1ea7n c\u1ee7a doanh nghi\u1ec7p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 h\u00ecnh \u1ea3nh nhi\u1ec7t \u0111\u1ec3 hi\u1ec3n th\u1ecb quan s\u00e1t theo th\u1eddi gian th\u1ef1c. \u0110\u1ed3ng th\u1eddi k\u1ef9 thu\u1eadt ghi h\u00ecnh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o – Artificial Intelligence (AI) c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh \u0111\u1ec3 gi\u00fap k\u00edch ho\u1ea1t nh\u1eefng c\u1ea3nh b\u00e1o ch\u00fa \u00fd kh\u1ea9n c\u1ea5p v\u00e0 cung c\u1ea5p nh\u1eefng b\u1ea3n ghi h\u00ecnh \/ video l\u00e0m b\u1eb1ng ch\u1ee9ng cho quy tr\u00ecnh ki\u1ec3m tra audit ho\u1eb7c cho m\u1ee5c \u0111\u00edch \u0111i\u1ec1u tra khi c\u1ea7n thi\u1ebft.<\/p>\n

\u0110\u01b0\u1ee3c l\u00ean \u00fd t\u01b0\u1edfng \u0111\u1ec3 gi\u00fap mang l\u1ea1i hi\u1ec7u qu\u1ea3 cao h\u01a1n trong ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a doanh nghi\u1ec7p, l\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 h\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t th\u00f4ng minh IoT c\u1ee7a Konica Minolta c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c nhu c\u1ea7u v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng kh\u00e1c nhau c\u1ee7a doanh nghi\u1ec7p trong l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n?<\/p>\n

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  1. Quy tr\u00ecnh V\u1eadn h\u00e0nh T\u1ef1 Ch\u1ee7 ch\u00ednh l\u00e0 b\u01b0\u1edbc ti\u1ebfn m\u1edbi c\u1ee7a Quy tr\u00ecnh T\u1ef1 \u0111\u1ed9ng h\u00f3a <\/strong><\/li>\n<\/ol>\n

    C\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh th\u00f4ng qua m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c tham s\u1ed1 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng v\u00e0 c\u00f3 s\u1ef1 h\u1ea1n ch\u1ebf trong vi\u1ec7c th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 lo\u1ea1i t\u00e1c v\u1ee5. Ng\u01b0\u1ee3c l\u1ea1i, c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch video d\u1ef1a tr\u00ean AI c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nh\u1eefng t\u00e1c v\u1ee5 v\u01b0\u1ee3t ra ngo\u00e0i nh\u1eefng ph\u00e9p logic \u0111\u01a1n gi\u1ea3n. C\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch video d\u1ef1a tr\u00ean AI ho\u1ea1t \u0111\u1ed9ng trong c\u00e1c m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh n\u0103ng \u0111\u1ed9ng \u0111\u00f2i h\u1ecfi c\u00e1c quy tr\u00ecnh \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh mang t\u00ednh ch\u1ea5t t\u01b0\u01a1ng \u0111\u1ed1i ch\u00ednh x\u00e1c.<\/p>\n

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    Trong c\u00e1c \u1ee9ng d\u1ee5ng li\u00ean quan \u0111\u1ebfn h\u1eadu c\u1ea7n, ph\u00e2n t\u00edch video d\u1ef1a tr\u00ean AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng ph\u00e2n lo\u1ea1i b\u01b0u ki\u1ec7n tr\u00ean h\u1ec7 th\u1ed1ng v\u1eadn chuy\u1ec3n. C\u00f3 \u0111a d\u1ea1ng nhi\u1ec1u c\u00e2n nh\u1eafc kh\u00e1c nhau khi \u00e1p d\u1ee5ng ti\u00eau ch\u00ed ph\u00e2n lo\u1ea1i cho c\u00e1c b\u01b0u ki\u1ec7n c\u1ea7n \u0111\u01b0\u1ee3c x\u1eed l\u00fd \u0111\u1eb7c bi\u1ec7t. V\u00ed d\u1ee5 nh\u01b0 c\u00e1c b\u01b0u ki\u1ec7n b\u1ecb nh\u00e0u n\u00e1t, \u1ed1 m\u00e0u, r\u00e1ch ho\u1eb7c \u01b0\u1edbt s\u1ebd c\u1ea7n \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd theo c\u00e1ch kh\u00e1c. M\u1ed9t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng th\u00f4ng th\u01b0\u1eddng s\u1ebd kh\u00f4ng th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c nh\u1eefng t\u00ecnh tr\u1ea1ng n\u00eau tr\u00ean c\u1ee7a c\u00e1c b\u01b0u ki\u1ec7n n\u1ebfu ch\u1ec9 th\u00f4ng qua m\u1ed9t \u0111o\u1ea1n video \u0111\u01a1n gi\u1ea3n. Tuy nhi\u00ean, c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch video do AI \u0111\u00e0o t\u1ea1o s\u1ebd c\u00f3 th\u1ec3 s\u1eafp x\u1ebfp m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c c\u00e1c l\u00f4 h\u00e0ng d\u1ef1a tr\u00ean nhi\u1ec1u y\u1ebfu t\u1ed1 ph\u1ee9c t\u1ea1p m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t th\u00f4ng th\u01b0\u1eddng s\u1ebd kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c.<\/p>\n

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    1. Gi\u1ea3m thi\u1ec3u t\u1ed1i \u0111a c\u00e1c l\u1ed7i v\u1eadn chuy\u1ec3n<\/strong><\/li>\n<\/ol>\n

      Qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n li\u00ean quan \u0111\u1ebfn vi\u1ec7c cung c\u1ea5p h\u00e0ng h\u00f3a m\u1ed9t c\u00e1ch k\u1ecbp th\u1eddi v\u00e0 ch\u00ednh x\u00e1c. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi doanh nghi\u1ec7p ph\u1ea3i \u0111i\u1ec1u h\u00e0nh vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c l\u00f4 h\u00e0ng m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd v\u00e0 r\u00f5 r\u00e0ng v\u1ec1 c\u00e1c ngu\u1ed3n h\u00e0ng, c\u0169ng nh\u01b0 t\u00ecnh tr\u1ea1ng s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t trong t\u1eebng b\u01b0\u1edbc c\u1ee7a quy tr\u00ecnh. \u0110i\u1ec1u n\u00e0y l\u00e0m gi\u1ea3m kh\u1ea3 n\u0103ng x\u1ea3y ra l\u1ed7i. \u0110\u1ec3 gi\u1ea3m thi\u1ec3u v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c tr\u01b0\u1eddng h\u1ee3p giao h\u00e0ng kh\u00f4ng ch\u00ednh x\u00e1c ho\u1eb7c b\u1ecb h\u1ecfng, doanh nghi\u1ec7p n\u00ean \u00e1p d\u1ee5ng quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng ki\u1ec3m tra h\u00e0ng t\u1ed3n kho d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch video A, \u0111i\u1ec1u n\u00e0yI s\u1ebd gi\u00fap c\u00e1c nh\u00e2n vi\u00ean l\u00e0m vi\u1ec7c h\u1eadu c\u1ea7n c\u00f3 \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng quan s\u00e1t t\u1ed5ng th\u1ec3 trong quy tr\u00ecnh v\u1eadn h\u00e0nh c\u00e1c ho\u1ea1t \u0111\u1ed9ng. \u0110\u1ed3ng th\u1eddi cho ph\u00e9p h\u1ecd ki\u1ec3m tra v\u00e0 s\u00e0ng l\u1ecdc nh\u1eefng s\u01a1 h\u1edf v\u00e0 tr\u00e1nh nh\u1eefng sai l\u1ea7m th\u01b0\u1eddng hay m\u1eafc ph\u1ea3i trong quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n.<\/p>\n

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      H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh n\u00e0y kh\u00f4ng ch\u1ec9 c\u00f3 kh\u1ea3 n\u0103ng cung c\u1ea5p nh\u1eefng video ghi h\u00ecnh v\u1edbi \u0111\u1ed9 ph\u00e2n gi\u1ea3i ch\u1ea5t l\u01b0\u1ee3ng cao, m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 ch\u1ee9c n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 AI gi\u00fap doanh nghi\u1ec7p d\u1ec5 d\u00e0ng nh\u1eadn bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eefng \u0111i\u1ec3m sai s\u00f3t ho\u1eb7c nh\u1eefng m\u1ed1i nguy ti\u1ec1m \u1ea9n trong quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n, gi\u00fap \u0111\u1ea3m b\u1ea3o v\u1ec1 m\u1eb7t s\u1ed1 l\u01b0\u1ee3ng c\u0169ng nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng h\u00e0ng h\u00f3a, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 trong vi\u1ec7c ph\u00e2n lo\u1ea1i h\u00e0ng h\u00f3a v\u00e0 t\u00ecnh tr\u1ea1ng b\u01b0u ph\u1ea9m. Nh\u1eefng sai s\u00f3t v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 n\u00eau tr\u00ean th\u01b0\u1eddng g\u00e2y ra r\u1ea5t nhi\u1ec1u t\u1ed5n th\u1ea5t v\u1ec1 m\u1eb7t chi ph\u00ed cho doanh nghi\u1ec7p, v\u00ec v\u1eady vi\u1ec7c \u0111\u01b0a ra nh\u1eefng gi\u1ea3i ph\u00e1p \u0111\u1ec3 h\u1ea1n ch\u1ebf l\u1ed7i x\u1ea3y ra trong qu\u00e1 tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 v\u00e0 gi\u1ea3m thi\u1ec3u nh\u1eefng tranh ch\u1ea5p ph\u00e1t sinh do sai s\u00f3t trong c\u00e1c l\u00f4 h\u00e0ng. \u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh th\u00f4ng qua video ghi h\u00ecnh s\u1ebd gi\u00fap trang b\u1ecb cho c\u00e1c nh\u00e2n vi\u00ean kh\u1ea3 n\u0103ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi trong quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 gi\u1ea3i quy\u1ebft m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh t\u1eeb ph\u00eda kh\u00e1ch h\u00e0ng.<\/p>\n

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      1. N\u00e2ng cao m\u1ee9c \u0111\u1ed9 an to\u00e0n v\u00e0 b\u1ea3o m\u1eadt<\/strong><\/li>\n<\/ol>\n

        \u1ee8ng d\u1ee5ng th\u00f4ng minh c\u1ee7a H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t n\u00e0y c\u00f2n \u0111\u01b0\u1ee3c n\u00e2ng cao h\u01a1n n\u1eefa nh\u1edd s\u1ef1 k\u1ebft h\u1ee3p v\u1edbi c\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn video \u0111o b\u1ee9c x\u1ea1 nhi\u1ec7t ti\u00ean ti\u1ebfn. V\u1edbi c\u00f4ng ngh\u1ec7 ghi h\u00ecnh t\u1ea7m nhi\u1ec7t \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch video, nh\u1eefng v\u1eadt th\u1ec3 kh\u00f3 nh\u1eadn di\u1ec7n b\u1eb1ng m\u1eaft th\u01b0\u1eddng s\u1ebd \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb r\u00f5 r\u00e0ng th\u00f4ng qua h\u00ecnh \u1ea3nh nhi\u1ec7t b\u1eb1ng c\u00f4ng ngh\u1ec7 ghi h\u00ecnh d\u1ef1a tr\u00ean nhi\u1ec7t \u0111\u1ed9 b\u1ec1 m\u1eb7t c\u1ee7a v\u1eadt th\u1ec3. \u0110i\u1ec1u n\u00e0y r\u1ea5t h\u1eefu \u00edch cho vi\u1ec7c gi\u00e1m s\u00e1t nh\u1eefng h\u00e0nh vi ch\u1ea5p h\u00e0nh vi\u1ec7c \u0111eo m\u1eb7t n\u1ea1 b\u1ea3o h\u1ed9 an to\u00e0n lao \u0111\u1ed9ng theo quy \u0111\u1ecbnh. Trong m\u1ed9t c\u1ea3nh video quay video, c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh s\u1ebd x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed c\u1ee7a ng\u01b0\u1eddi lao \u0111\u1ed9ng t\u1ea1i kho x\u01b0\u1edfng, sau \u0111\u00f3 c\u00f4ng ngh\u1ec7 h\u00ecnh \u1ea3nh t\u1ea7m nhi\u1ec7t s\u1ebd gi\u00fap x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c ng\u01b0\u1eddi lao \u0111\u1ed9ng c\u00f3 \u0111ang \u0111eo m\u1eb7t n\u1ea1 b\u1ea3o h\u1ed9 hay kh\u00f4ng. K\u1ef9 thu\u1eadt gi\u00e1m s\u00e1t n\u00e0y s\u1ebd mang l\u1ea1i \u0111\u1ed9 ch\u00ednh x\u00e1c cao th\u00f4ng qua \u1ee9ng d\u1ee5ng b\u1ee9c x\u1ea1 nhi\u1ec7t.<\/p>\n

        \"\"<\/p>\n

        Ngo\u00e0i ra, H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh c\u00f2n gi\u00fap doanh nghi\u1ec7p b\u1ea3o v\u1ec7 c\u00e1c thi\u1ebft b\u1ecb, b\u01b0u ph\u1ea9m v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng t\u1ea1i kho x\u01b0\u1edfng kh\u1ecfi s\u1ef1 x\u00e2m nh\u1eadp tr\u00e1i ph\u00e9p. \u0110i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch thi\u1ebft l\u1eadp cho ph\u00e9p c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u00e0 t\u00e0i x\u1ebf \u0111\u00e3 \u0111\u0103ng k\u00fd tr\u01b0\u1edbc m\u1edbi c\u00f3 quy\u1ec1n \u0111\u0103ng nh\u1eadp v\u00e0o c\u01a1 s\u1edf. V\u1edbi kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n th\u00f4ng qua bi\u1ec3n s\u1ed1 xe, c\u00e1c nh\u00e2n vi\u00ean an ninh v\u00e0 nh\u00e2n vi\u00ean gi\u00e1m s\u00e1t kho x\u01b0\u1edfng s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o khi ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng t\u1ea1i c\u00e1c khu v\u1ef1c c\u1ee7a kho h\u00e0ng nh\u01b0 khu t\u1ea3i h\u00e0ng, b\u00e3i \u0111\u1eadu xe v\u00e0 c\u00e1c \u0111i\u1ec3m ra v\u00e0o kh\u00e1c c\u1ee7a c\u01a1 s\u1edf. Nh\u1edd v\u00e0o thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u1ec3 nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 (LPR), k\u1ebft h\u1ee3p v\u1edbi camera gi\u00e1m s\u00e1t c\u00f3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng ghi h\u00ecnh v\u00e0 g\u1eedi th\u00f4ng b\u00e1o khi c\u00f3 s\u1ef1 x\u00e2m nh\u1eadp tr\u00e1i ph\u00e9p c\u1ee7a c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n ch\u01b0a \u0111\u0103ng k\u00fd tr\u00ean h\u1ec7 th\u1ed1ng. \u0110\u1ed3ng th\u1eddi, h\u1ec7 th\u1ed1ng n\u00e0y c\u00f2n mang \u0111\u1ebfn kh\u1ea3 n\u0103ng quay video hi\u1ec3n th\u1ecb trong \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng y\u1ebfu, gi\u00fap ng\u01b0\u1eddi v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c t\u00ecnh tr\u1ea1ng kho x\u01b0\u1edfng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n v\u00e0 b\u1ea3o m\u1eadt.<\/p>\n

        H\u00ecnh dung l\u1ea1i hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ebfn t\u1eeb Konica Minolta<\/strong><\/p>\n

        Konica Minolta cam k\u1ebft mang \u0111\u1ebfn nh\u1eefng gi\u1ea3i ph\u00e1p Gi\u00e1m s\u00e1t th\u00f4ng minh l\u00fd t\u01b0\u1edfng, gi\u00fap doanh nghi\u1ec7p \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 th\u00e0nh c\u00f4ng trong to\u00e0n b\u1ed9 quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n. C\u00f9ng tr\u00f2 chuy\u1ec7n v\u1edbi c\u00e1c chuy\u00ean gia c\u1ee7a ch\u00fang t\u00f4i<\/a> \u0111\u1ec3 t\u00ecm hi\u1ec3u k\u1ef9 h\u01a1n v\u1ec1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh do ch\u00fang t\u00f4i cung c\u1ea5p v\u1edbi m\u1ee5c ti\u00eau h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c mang l\u1ea1i hi\u1ec7u qu\u1ea3 kinh doanh t\u1ed1t h\u01a1n cho doanh nghi\u1ec7p.<\/p>\n","protected":false},"excerpt":{"rendered":"

        \"\"<\/p>\n

        Gi\u1ea3i ph\u00e1p Gi\u00e1m s\u00e1t Th\u00f4ng minh c\u1ee7a Konica Minolta \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n c\u1ee7a doanh nghi\u1ec7p, gi\u00fap h\u1ed7 tr\u1ee3 \u0111\u01b0a h\u1ec7 th\u1ed1ng Internet v\u1ea1n v\u1eadt (IoT) c\u1ee7a doanh nghi\u1ec7p l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi. H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u<\/a> v\u1ec1 nh\u1eefng l\u1ee3i \u00edch m\u00e0 H\u1ec7 th\u1ed1ng Gi\u00e1m s\u00e1t Th\u00f4ng minh n\u00e0y c\u00f3 th\u1ec3 mang \u0111\u1ebfn cho doanh nghi\u1ec7p.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[139],"tags":[],"class_list":["post-9002","post","type-post","status-publish","format-standard","hentry","category-chua-phan-loai"],"_links":{"self":[{"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/posts\/9002","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/comments?post=9002"}],"version-history":[{"count":3,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/posts\/9002\/revisions"}],"predecessor-version":[{"id":9005,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/posts\/9002\/revisions\/9005"}],"wp:attachment":[{"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/media?parent=9002"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/categories?post=9002"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.konicaminolta.vn\/business\/wp-json\/wp\/v2\/tags?post=9002"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}