{"id":6345,"date":"2020-08-08T02:32:44","date_gmt":"2020-08-08T02:32:44","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=6345"},"modified":"2020-08-08T02:32:44","modified_gmt":"2020-08-08T02:32:44","slug":"phan-tich-hinh-anh-bang-ai-dang-thay-doi-cac-he-thong-giam-sat-an-ninh","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/phan-tich-hinh-anh-bang-ai-dang-thay-doi-cac-he-thong-giam-sat-an-ninh-p6345\/","title":{"rendered":"Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh b\u1eb1ng AI \u0111ang thay \u0111\u1ed5i c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t an ninh"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Ph\u00e1t hi\u1ec7n c\u00e1c t\u00ecnh hu\u1ed1ng hay h\u00e0nh \u0111\u1ed9ng c\u00f3 nguy c\u01a1 cao tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ed9ng l\u1ef1c c\u1ed1t l\u00f5i \u0111\u1eb1ng sau s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) cho c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ee5c v\u1ee5 gi\u00e1m s\u00e1t an ninh.\u00a0V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI, c\u00e1c nh\u00e0 khai th\u00e1c c\u00e1c gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t an ninh c\u00f3 th\u1ec3 v\u01b0\u1ee3t xa h\u01a1n vi\u1ec7c gi\u00e1m s\u00e1t h\u00ecnh \u1ea3nh \u0111\u01a1n thu\u1ea7n, t\u1eadn d\u1ee5ng m\u1ecdi frame h\u00ecnh v\u00e0 d\u1eef li\u1ec7u c\u00f3 s\u1eb5n \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh s\u1edbm c\u00e1c m\u1ed1i \u0111e d\u1ecda v\u00e0 ph\u1ea3n \u1ee9ng k\u1ecbp th\u1eddi.\u00a0AI v\u1eabn l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 m\u1edbi;\u00a0tuy nhi\u00ean, nh\u1eefng kh\u1ea3 n\u0103ng v\u00e0 l\u1ee3i \u00edch c\u1ee7a n\u00f3 mang l\u1ea1i \u0111\u01b0\u1ee3c t\u1eadn d\u1ee5ng \u0111\u1ec3 gi\u1ea3m thi\u1ec3u c\u00e1c r\u1ee7i ro, t\u1ed1i \u0111a h\u00f3a vi\u1ec7c ph\u00f2ng ng\u1eeba t\u1ed9i ph\u1ea1m, tr\u1ee3 gi\u00fap ng\u01b0\u1eddi b\u1ecb x\u00e2m h\u1ea1i k\u1ecbp th\u1eddi.<\/p>\n<p>Tr\u01b0\u1edbc \u0111\u00e2y, h\u00ecnh \u1ea3nh video \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong m\u1ed9t th\u1eddi gian ng\u1eafn tr\u01b0\u1edbc khi b\u1ecb ghi \u0111\u00e8.\u00a0Ng\u00e0y nay, c\u00e1c ph\u00e2n \u0111o\u1ea1n c\u1ee7a AI &#8211; ch\u1eb3ng h\u1ea1n nh\u01b0 ph\u00e2n t\u00edch video, h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u &#8211; t\u1eadn d\u1ee5ng kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi h\u1ec7 sinh th\u00e1i IoT \u0111\u1ec3 ph\u00e2n bi\u1ec7t c\u00e1c m\u1eabu h\u00ecnh \u1ea3nh c\u00f3 \u00fd ngh\u0129a trong t\u1eadp d\u1eef li\u1ec7u, sau \u0111\u00f3 \u0111\u01b0\u1ee3c chuy\u1ec3n th\u00e0nh th\u00f4ng tin chi ti\u1ebft h\u1eefu \u00edch, nh\u1eb1m c\u1ee7ng c\u1ed1 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c ng\u0103n ch\u1eb7n t\u1ed9i ph\u1ea1m trong th\u1ebf gi\u1edbi xung quanh.\u00a0C\u00f4ng ngh\u1ec7 n\u00e0y cho c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 d\u1eef li\u1ec7u, k\u1ebft n\u1ed1i c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u ri\u00eang l\u1ebb \u0111\u1ec3 m\u00f4 t\u1ea3 nh\u1eefng g\u00ec \u0111ang x\u1ea3y ra, \u0111\u1ec3 nhanh ch\u00f3ng x\u00e1c \u0111\u1ecbnh c\u00e1c t\u00ecnh hu\u1ed1ng r\u1ee7i ro cao tr\u01b0\u1edbc khi ch\u00fang leo thang tr\u1edf th\u00e0nh m\u1ed1i \u0111e d\u1ecda th\u1ef1c s\u1ef1.<\/p>\n<h4>Nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng<\/h4>\n<p>Th\u1ecb tr\u01b0\u1eddng t\u1ed5ng th\u1ec3 cho ph\u00e2n t\u00edch video th\u1eddi gian th\u1ef1c \u01b0\u1edbc t\u00ednh kho\u1ea3ng 3,2 t\u1ef7 USD tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0o n\u0103m 2018 v\u00e0 d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd t\u0103ng l\u00ean 9 t\u1ef7 USD v\u00e0o n\u0103m 2023, theo Brandessence Market Research c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i London.\u00a0AI kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 m\u1ed9t t\u1eeb th\u00f4ng d\u1ee5ng hay m\u1ed9t xu h\u01b0\u1edbng n\u1eefa &#8211; n\u00f3 \u0111ang tr\u1edf th\u00e0nh m\u1ed9t th\u00e0nh ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong kho d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n c\u1ee7a ch\u00fang ta.<\/p>\n<p>Tr\u00e1i v\u1edbi suy ngh\u0129 c\u1ee7a nhi\u1ec1u ng\u01b0\u1eddi, AI kh\u00f4ng ph\u1ea3i l\u00e0 t\u00e0i s\u1ea3n \u0111\u1ed9c quy\u1ec1n c\u1ee7a c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f3 c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n nh\u01b0 Google, Amazon hay Apple, nh\u1eefng n\u01a1i ch\u1ee7 y\u1ebfu s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i v\u00e0 h\u00ecnh \u1ea3nh c\u0169ng nh\u01b0 qu\u1ea3n l\u00fd n\u1ed9i dung.\u00a0M\u1ed1i quan t\u00e2m v\u1ec1 an ninh trong th\u1ebf gi\u1edbi th\u1ef1c ng\u00e0y c\u00e0ng t\u0103ng c\u0169ng l\u00e0 ch\u1ea5t x\u00fac t\u00e1c cho s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng c\u1ee7a AI.<\/p>\n<p>Do nh\u1eefng m\u1ed1i \u0111e d\u1ecda t\u1eeb c\u00e1c v\u1ee5 x\u1ea3 s\u00fang trong tr\u01b0\u1eddng h\u1ecdc \u0111\u00e3 khi\u1ebfn n\u01a1i n\u00e0y l\u00e0 m\u1ed9t trong s\u1ed1 nh\u1eefng n\u01a1i \u0111\u1ea7u ti\u00ean \u00e1p d\u1ee5ng AI v\u00e0o gi\u00e1m s\u00e1t an ninh;\u00a0Tr\u00ean th\u1ef1c t\u1ebf, h\u1ecd chi\u1ebfm kho\u1ea3ng 450 tri\u1ec7u USD th\u1ecb ph\u1ea7n v\u00e0o n\u0103m 2018, theo IHS Markit.\u00a0\u201cCh\u00fang t\u00f4i \u0111ang t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p gi\u00fap ch\u00fang t\u00f4i x\u00e1c \u0111\u1ecbnh m\u1ecdi th\u1ee9 tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra ho\u1eb7c c\u00f3 th\u1ec3 ngay khi ch\u00fang x\u1ea3y ra \u0111\u1ec3 ch\u00fang t\u00f4i c\u00f3 th\u1ec3 ch\u1ec9 c\u1ea7n ph\u1ea3n \u1ee9ng nhanh h\u01a1n m\u1ed9t ch\u00fat\u201d, Paul Hildreth, \u0111i\u1ec1u ph\u1ed1i vi\u00ean ho\u1ea1t \u0111\u1ed9ng kh\u1ea9n c\u1ea5p c\u1ee7a Tr\u01b0\u1eddng h\u1ecdc Qu\u1eadn Fulton c\u1ee7a Atlanta, n\u00f3i v\u1edbi\u00a0<i>Los Angeles Times<\/i>\u00a0trong m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n v\u00e0o th\u00e1ng 9 n\u0103m 2019.<\/p>\n<p>Ph\u00e2n t\u00edch video d\u1ef1a tr\u00ean AI c\u0169ng t\u1ea1o ra hi\u1ec7u qu\u1ea3 v\u00e0 cung c\u1ea5p c\u00e1c th\u00f4ng tin kh\u00f4ng li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt kh\u00e1c cho c\u00e1c doanh nghi\u1ec7p.\u00a0V\u00ed d\u1ee5, trong th\u1ecb tr\u01b0\u1eddng b\u00e1n l\u1ebb, c\u00e1c ch\u1ee7 c\u1eeda h\u00e0ng s\u1eed d\u1ee5ng camera gi\u00e1m s\u00e1t v\u1edbi t\u00ednh n\u0103ng ph\u00e2n t\u00edch c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng k\u1ebb gian l\u1eadn trong c\u1eeda h\u00e0ng v\u00e0 c\u1ea3nh b\u00e1o nh\u00e2n vi\u00ean an ninh can thi\u1ec7p theo th\u1eddi gian th\u1ef1c.\u00a0Ph\u00e2n t\u00edch t\u1ea1i c\u1eeda h\u00e0ng c\u0169ng c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng c\u00e1c \u0111i\u1ec3m n\u00f3ng, l\u01b0u l\u01b0\u1ee3ng kh\u00e1ch, th\u1eddi gian d\u1eebng v\u00e0 ho\u1ea1t \u0111\u1ed9ng tr\u01b0ng b\u00e0y s\u1ea3n ph\u1ea9m.\u00a0C\u00e1c th\u00e0nh ph\u1ed1 th\u00f4ng minh c\u0169ng \u0111ang t\u1eadn d\u1ee5ng m\u1ea1ng l\u01b0\u1edbi c\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 t\u1ed5 ch\u1ee9c ph\u1ea3n \u1ee9ng c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u1ed1i v\u1edbi c\u00e1c s\u1ef1 c\u1ed1 khi ch\u00fang x\u1ea3y ra, c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh nh\u01b0 ph\u00e2n lu\u1ed3ng giao th\u00f4ng.<\/p>\n<p>C\u1ea3nh s\u00e1t \u1edf New York, New Orleans v\u00e0 Atlanta hi\u1ec7n s\u1eed d\u1ee5ng camera \u0111\u01b0\u1ee3c trang b\u1ecb ph\u00e2n t\u00edch video \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00f4ng t\u00e1c \u0111i\u1ec1u tra.\u00a0\u1ede Hartford, Conn., M\u1ed9t h\u1ec7 th\u1ed1ng m\u1ea1ng c\u1ee7a c\u1ea3nh s\u00e1t g\u1ed3m 500 camera, bao g\u1ed3m m\u1ed9t s\u1ed1 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1eb1ng AI, c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm video h\u00e0ng gi\u1edd \u0111\u1ec3 t\u00ecm nh\u1eefng ng\u01b0\u1eddi m\u1eb7c qu\u1ea7n \u00e1o nh\u1ea5t \u0111\u1ecbnh ho\u1eb7c s\u1eed d\u1ee5ng t\u00ednh n\u0103ng nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng n\u01a1i m\u00e0 m\u1ed9t chi\u1ebfc xe kh\u1ea3 nghi \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y l\u1ea7n cu\u1ed1i.\u00a0C\u00e1c \u0111\u01a1n v\u1ecb n\u00e0y c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c c\u1ea3nh b\u00e1o nh\u1ecf, ph\u00e1t hi\u1ec7n c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng v\u00e0 ng\u01b0\u1eddi b\u1ecb b\u1ecf r\u01a1i, c\u0169ng nh\u01b0 c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng chuy\u1ec3n \u0111\u1ebfn m\u1ed9t tr\u1ea1ng th\u00e1i \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc.\u00a0Nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u1ea1i di\u1ec7n cho m\u1ed9t s\u1ed1 nh\u1eefng n\u01a1i\u00a0 s\u1edbm \u00e1p d\u1ee5ng ph\u00e2n t\u00edch video trong c\u00e1c \u1ee9ng d\u1ee5ng gi\u00e1m s\u00e1t \u1edf M\u1ef9.<\/p>\n<h4>S\u1ef1 n\u1ed5i l\u00ean c\u1ee7a l\u0129nh v\u1ef1c ph\u00e2n t\u00edch h\u00e0nh vi<\/h4>\n<p>Ph\u00e2n t\u00edch h\u00e0nh vi, m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a AI, \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 \u0111\u1ec3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u \u0111\u00f3.\u00a0K\u1ebft h\u1ee3p ph\u1ea7n c\u1ee9ng m\u00e1y t\u00ednh th\u1ebf h\u1ec7 m\u1edbi, h\u1ecdc s\u00e2u v\u00e0 s\u1ef1 gia t\u0103ng d\u1eef li\u1ec7u t\u1ea1o n\u00ean kho d\u1eef li\u1ec7u ng\u00e0y nay, ph\u00e2n t\u00edch h\u00e0nh vi nh\u1eadn ra c\u00e1c t\u00ecnh hu\u1ed1ng nguy hi\u1ec3m d\u1ef1a tr\u00ean vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c t\u01b0 th\u1ebf nh\u1ea5t \u0111\u1ecbnh c\u1ee7a con ng\u01b0\u1eddi &#8211; c\u00f3 th\u1ec3 l\u00e0 c\u00e1nh tay gi\u01a1 l\u00ean \u200b\u200bc\u1ee7a nh\u00e2n vi\u00ean thu ng\u00e2n ho\u1eb7c m\u1ed9t ng\u01b0\u1eddi n\u00e0o \u0111\u00f3 c\u00fai xu\u1ed1ng g\u1ea7n m\u1ed9t m\u00e1y ATM.<\/p>\n<p>Ph\u00e2n t\u00edch h\u00e0nh vi c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c &#8211; v\u00ed d\u1ee5: theo d\u00f5i xem nh\u00e2n vi\u00ean c\u00f3 \u0111ang n\u1eafm tay v\u1ecbn khi s\u1eed d\u1ee5ng c\u1ea7u thang hay kh\u00f4ng v\u00e0 g\u1eedi c\u1ea3nh b\u00e1o c\u00f3 ng\u01b0\u1eddi \u0111ang \u0111i xu\u1ed1ng.\u00a0M\u1ed9t s\u1ed1 ph\u1ea7n m\u1ec1m th\u1eadm ch\u00ed c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n m\u1ed9t tay s\u00fang kh\u1ea3 nghi trong th\u1eddi gian th\u1ef1c, truy\u1ec1n c\u1ea3nh b\u00e1o t\u1ee9c th\u1eddi \u0111\u1ebfn nh\u1eefng \u0111\u1ed9i ph\u1ea3n \u1ee9ng \u0111\u1ea7u ti\u00ean \u0111\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u r\u1ee7i ro cho sinh vi\u00ean, nh\u00e2n vi\u00ean v\u00e0 c\u00e1c c\u01a1 quan.<\/p>\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng ph\u00e2n t\u00edch h\u00e0nh vi s\u1ebd ch\u1ec9 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai.\u00a0Trong khi \u0111\u00f3, ph\u00e2n t\u00edch h\u00e0nh vi \u0111\u00e3 n\u00e2ng cao nh\u1eadn th\u1ee9c v\u1ec1 gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1edfi AI v\u00e0 l\u1ee3i \u00edch c\u1ee7a ch\u00fang \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p trong m\u1ed9t s\u1ed1 ng\u00e0nh.<\/p>\n<h4>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ea7n ph\u1ea3i theo k\u1ecbp<\/h4>\n<p>Khi ph\u00e2n t\u00edch AI \u0111\u01b0a c\u00e1c gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t l\u00ean h\u00e0ng \u0111\u1ea7u trong vi\u1ec7c ph\u00e1t hi\u1ec7n t\u1ed9i ph\u1ea1m, <a class=\"iblink\" href=\"\/storage\/\">h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef<\/a> d\u1eef li\u1ec7u v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 gi\u00fap cho c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng \u1edf m\u1ee9c cao nh\u1ea5t.\u00a0M\u1ea1ng neuron c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u01a1 s\u1edf b\u1eb1ng c\u00e1ch h\u1ecdc t\u1eeb d\u1eef li\u1ec7u video thu \u0111\u01b0\u1ee3c t\u1ea1i ch\u1ed7;\u00a0nh\u01b0ng kh\u00f4ng c\u00f3 vi\u1ec7c h\u1ecdc n\u00e0o c\u00f3 th\u1ec3 di\u1ec5n ra n\u1ebfu th\u00f4ng l\u01b0\u1ee3ng ghi h\u00ecnh kh\u00f4ng c\u00f3 \u0111\u1ed9 tin c\u1eady cao.\u00a0H\u01a1n n\u1eefa, kh\u00f4ng \u0111\u00e2u trong s\u1ed1 nh\u1eefng th\u00f4ng tin chi ti\u1ebft v\u1ec1 h\u1ecdc t\u1eadp s\u00e2u \u0111\u00f3 s\u1ebd c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i \u00edch cho t\u1ed5 ch\u1ee9c n\u1ebfu khung h\u00ecnh video b\u1ecb gi\u1ea3m do <a class=\"iblink\" href=\"\/storage\/\">h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef<\/a> ho\u1ea1t \u0111\u1ed9ng k\u00e9m.<\/p>\n<p>\u0110\u1ec3 c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u00f4ng minh v\u1edbi ph\u00e2n t\u00edch AI ho\u1ea1t \u0111\u1ed9ng t\u1ed1i \u01b0u, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y ph\u1ea3i ph\u00e1t tri\u1ec3n.\u00a0\u0110\u1ec3 \u0111\u00e1p \u1ee9ng lu\u1ed3ng video v\u00e0 si\u00eau d\u1eef li\u1ec7u nh\u01b0 v\u1eady t\u1eeb h\u1ec7 th\u1ed1ng AI cho gi\u00e1m s\u00e1t, c\u1ea7n c\u00f3 m\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac m\u1edbi t\u00edch h\u1ee3p c\u1ea3 <a class=\"iblink\" href=\"\/blog\/tag\/cloud-computing\/\">\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a> v\u00e0 \u0111i\u1ec7n to\u00e1n bi\u00ean.\u00a0C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t l\u01b0u tr\u1eef g\u1ecdi thi\u1ebft l\u1eadp n\u00e0y l\u00e0 IT 4.0.<\/p>\n<p>Vi\u1ec7c tri\u1ec3n khai c\u00e1c thi\u1ebft b\u1ecb v\u00e0 NVR h\u1ed7 tr\u1ee3 AI \u1edf r\u00eca m\u1ea1ng cho ph\u00e9p c\u00e1c ph\u00e2n t\u00edch ban \u0111\u1ea7u di\u1ec5n ra t\u1ea1i ch\u1ed7, g\u1ea7n n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp nh\u1ea5t.\u00a0\u0110i\u1ec1u n\u00e0y l\u00e0m gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3;\u00a0do \u0111\u00f3, v\u00ed d\u1ee5, cho ph\u00e9p nh\u00e2n vi\u00ean an ninh t\u1ea1i m\u1ed9t tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o ngay l\u1eadp t\u1ee9c n\u1ebfu c\u00f3 m\u1ed9t c\u00e1 nh\u00e2n c\u00f3 h\u00e0nh vi tr\u00e1i ph\u00e9p, b\u1ecb camera ngo\u00e0i tr\u1eddi ph\u00e1t hi\u1ec7n, b\u01b0\u1edbc v\u00e0o s\u00e2n v\u1eadn \u0111\u1ed9ng b\u00f3ng \u0111\u00e1 sau gi\u1edd l\u00e0m vi\u1ec7c.<\/p>\n<p>V\u1edbi ki\u1ebfn \u200b\u200btr\u00fac CNTT 4.0, sau khi x\u1eed l\u00fd c\u01a1 b\u1ea3n di\u1ec5n ra \u1edf r\u00eca, video v\u00e0 d\u1eef li\u1ec7u sau \u0111\u00f3 \u0111\u01b0\u1ee3c chuy\u1ec3n sang m\u00f4i tr\u01b0\u1eddng t\u1eadp trung \u0111\u1ec3 l\u01b0u gi\u1eef l\u00e2u d\u00e0i v\u00e0 h\u1ecdc s\u00e2u.\u00a0Ti\u1ebfp t\u1ee5c v\u1edbi v\u00ed d\u1ee5 v\u1ec1 gi\u00e1o d\u1ee5c, m\u1ed9t tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc v\u1eadn h\u00e0nh \u0111\u00e1m m\u00e2y public ho\u1eb7c private c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p video v\u00e0 d\u1eef li\u1ec7u t\u1eeb t\u1ea5t c\u1ea3 c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u00ean c\u00e1c ph\u00f2ng ban kh\u00e1c nhau trong khu\u00f4n vi\u00ean tr\u01b0\u1eddng.\u00a0V\u1edbi b\u1ee9c tranh t\u1ed5ng th\u1ec3 n\u00e0y, hi\u1ec7u tr\u01b0\u1edfng tr\u01b0\u1eddng c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh giao th\u00f4ng \u0111i b\u1ed9 trong khu\u00f4n vi\u00ean tr\u01b0\u1eddng v\u00e0 nh\u1eefng n\u1eafm b\u1eaft kh\u00e1c \u0111\u1ec3 h\u1ed7 tr\u1ee3 l\u1eadp k\u1ebf ho\u1ea1ch ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<p>X\u00e2y d\u1ef1ng kho l\u01b0u tr\u1eef \u0111\u1ec3 ch\u1ee9a c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t ti\u00eau chu\u1ea9n l\u00e0 m\u1ed9t chuy\u1ec7n;\u00a0tuy nhi\u00ean, vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 nh\u1edb \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c \u1ee9ng d\u1ee5ng Big Data s\u1eed d\u1ee5ng h\u00e0ng ch\u1ee5c camera \u0111\u1ed9 n\u00e9t cao v\u00e0 x\u1eed l\u00fd c\u00e1c s\u1ef1 ki\u1ec7n AI \u0111\u1ed3ng th\u1eddi l\u1ea1i l\u00e0 m\u1ed9t vi\u1ec7c ho\u00e0n to\u00e0n kh\u00e1c.\u00a0\u0110i s\u00e2u v\u00e0o c\u00e1c th\u00e0nh ph\u1ea7n l\u01b0u tr\u1eef, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 c\u00e1c nh\u00e0 t\u00edch h\u1ee3p ph\u1ea3i xem x\u00e9t c\u00e1c \u1ed5 c\u1ee9ng cung c\u1ea5p kh\u1ea3 n\u0103ng cho c\u00e1c thi\u1ebft b\u1ecb v\u00e0 m\u00e1y ch\u1ee7 c\u1ee7a kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd.\u00a0C\u00e1c \u1ed5 c\u1ee9ng n\u00e0y ph\u1ea3i \u201cghi\u201d m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, khi c\u1ea3nh quay \u0111\u01b0\u1ee3c truy\u1ec1n t\u1eeb r\u00eca l\u00ean \u0111\u00e1m m\u00e2y v\u00e0 \u201c\u0111\u1ecdc\u201d c\u00f9ng d\u1eef li\u1ec7u \u0111\u00f3 trong th\u1eddi gian th\u1ef1c, \u0111\u1ec3 ph\u00e1t hi\u1ec7n, x\u00e1c \u0111\u1ecbnh v\u00e0 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft m\u1ed9t c\u00e1ch th\u00f4ng minh.<\/p>\n<p>Nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p th\u1ef1c ti\u1ec5n, c\u00e1c nh\u00e0 t\u00edch h\u1ee3p n\u00ean ho\u00e1n \u0111\u1ed5i c\u00e1c \u1ed5 c\u1ee9ng ti\u00eau chu\u1ea9n &#8211; v\u1ed1n ch\u1ec9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng 40 gi\u1edd m\u1ed9t tu\u1ea7n &#8211; \u0111\u1ec3 c\u00f3 l\u1ee3i cho c\u00e1c \u1ed5 c\u1ee9ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho gi\u00e1m s\u00e1t \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c 24\/7.\u00a0H\u1ecd c\u0169ng n\u00ean t\u00ecm ki\u1ebfm ph\u1ea7n m\u1ec1m theo d\u00f5i s\u1ee9c kh\u1ecfe h\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh b\u1ea5t k\u1ef3 v\u1ea5n \u0111\u1ec1 n\u00e0o c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn m\u1ea5t d\u1eef li\u1ec7u tr\u01b0\u1edbc khi x\u1ea3y ra l\u1ed7i, c\u0169ng nh\u01b0\u00a0 s\u1eb5n s\u00e0ng d\u1ecbch v\u1ee5 kh\u00f4i ph\u1ee5c d\u1eef li\u1ec7u \u0111\u1ec3 th\u00eam ph\u1ea7n an t\u00e2m cho kh\u00e1ch h\u00e0ng.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ph&aacute;t hi&#7879;n c&aacute;c t&igrave;nh hu&#7889;ng hay h&agrave;nh &#273;&#7897;ng c&oacute; nguy c&#417; cao tr&#432;&#7899;c khi ch&uacute;ng x&#7843;y ra l&agrave; m&#7897;t trong nh&#7919;ng &#273;&#7897;ng l&#7921;c c&#7889;t l&otilde;i &#273;&#7857;ng sau s&#7921; ph&aacute;t tri&#7875;n c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) cho c&aacute;c &#7913;ng d&#7909;ng ph&#7909;c v&#7909; gi&aacute;m s&aacute;t an ninh.&nbsp;V&#7899;i s&#7921; h&#7895; tr&#7907; c&#7911;a AI, c&aacute;c nh&agrave; khai th&aacute;c&#8230;<\/p>\n","protected":false},"author":2,"featured_media":6348,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6345","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tong-hop"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh b\u1eb1ng AI \u0111ang thay \u0111\u1ed5i c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t an ninh - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/phan-tich-hinh-anh-bang-ai-dang-thay-doi-cac-he-thong-giam-sat-an-ninh-p6345\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh b\u1eb1ng AI \u0111ang thay \u0111\u1ed5i c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t an ninh - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Ph&aacute;t hi&#7879;n c&aacute;c t&igrave;nh hu&#7889;ng hay h&agrave;nh &#273;&#7897;ng c&oacute; nguy c&#417; cao tr&#432;&#7899;c khi ch&uacute;ng x&#7843;y ra l&agrave; m&#7897;t trong nh&#7919;ng &#273;&#7897;ng l&#7921;c c&#7889;t l&otilde;i &#273;&#7857;ng sau s&#7921; ph&aacute;t tri&#7875;n c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) cho c&aacute;c &#7913;ng d&#7909;ng ph&#7909;c v&#7909; gi&aacute;m s&aacute;t an ninh.&nbsp;V&#7899;i s&#7921; h&#7895; tr&#7907; c&#7911;a AI, c&aacute;c nh&agrave; khai th&aacute;c...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/08\/TheGioiMayChu-Blog-Image-AI-Surveillance-Camera.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/tong-hop\\\/phan-tich-hinh-anh-bang-ai-dang-thay-doi-cac-he-thong-giam-sat-an-ninh-p6345\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/tong-hop\\\/phan-tich-hinh-anh-bang-ai-dang-thay-doi-cac-he-thong-giam-sat-an-ninh-p6345\\\/\"},\"author\":{\"name\":\"Vanito 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