{"id":20489,"date":"2024-10-17T09:44:46","date_gmt":"2024-10-17T02:44:46","guid":{"rendered":"https:\/\/thegioimaychu.vn\/blog\/?p=20489"},"modified":"2024-10-17T09:44:46","modified_gmt":"2024-10-17T02:44:46","slug":"ai-surveillance-tuong-lai-cua-giam-sat-an-ninh","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/ai-surveillance-tuong-lai-cua-giam-sat-an-ninh-p20489\/","title":{"rendered":"AI Surveillance: T\u01b0\u01a1ng lai c\u1ee7a gi\u00e1m s\u00e1t an ninh"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) \u0111ang l\u00e0m rung chuy\u1ec3n l\u0129nh v\u1ef1c gi\u00e1m s\u00e1t v\u00e0 an ninh \u0111\u1ecba \u0111i\u1ec3m. AI v\u00e0 c\u00f4ng ngh\u1ec7 gi\u00e1m s\u00e1t hi\u1ec7n \u0111\u1ea1i c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea3m b\u1ea3o an ninh th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ef1 ki\u1ec7n, \u0111\u1ed1i t\u01b0\u1ee3ng, h\u00e0nh vi v\u00e0 h\u00ecnh m\u1eabu \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn an ninh khu v\u1ef1c. Gi\u00e1m s\u00e1t b\u1eb1ng AI l\u00e0 c\u00f4ng ngh\u1ec7 s\u1ebd th\u00fac \u0111\u1ea9y \u0111\u1ed9ng l\u1ef1c cho l\u0129nh \u0111\u1ea3m b\u1ea3o an ninh \u0111\u1ecba \u0111i\u1ec3m, nh\u01b0 ch\u00fang ta \u0111\u00e3 c\u00f3 th\u1ec3 th\u1ea5y hi\u1ec7n nay. H\u00e3y c\u00f9ng xem x\u00e9t to\u00e0n di\u1ec7n trong b\u00e0i vi\u1ebft n\u00e0y.<\/p>\n<h2>Gi\u00e1m s\u00e1t AI l\u00e0 g\u00ec?<\/h2>\n<p>Gi\u00e1m s\u00e1t an ninh b\u1eb1ng AI l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> trong h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t video cho m\u1ee5c \u0111\u00edch an ninh. Ngh\u0129a l\u00e0 s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u \u0111\u1ec3 x\u1eed l\u00fd video tr\u1ef1c ti\u1ebfp v\u00e0 video \u0111\u00e3 ghi li\u00ean t\u1ee5c \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin n\u1eafm b\u1eaft h\u1eefu \u00edch m\u00e0 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i c\u1ea7n \u0111\u1ebfn s\u1ef1 ph\u00e2n t\u00edch c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<p>AI c\u00f3 th\u1ec3 nh\u1eadn d\u1ea1ng c\u00e1c s\u1ef1 ki\u1ec7n, h\u00e0nh vi, s\u1ef1 v\u1eadt, c\u1ea5u h\u00ecnh, \u0111\u1ed9 l\u1ec7ch, khu\u00f4n m\u1eb7t, bi\u1ec3n s\u1ed1 xe v\u00e0 \u00e2m thanh, v\u00e0 nhi\u1ec1u th\u1ee9 kh\u00e1c. Nh\u1edd kh\u1ea3 n\u0103ng c\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c n\u00e0y, c\u1ea3nh quay c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm ngay l\u1eadp t\u1ee9c, vi\u1ec7c ph\u00e2n t\u00edch h\u00e0nh vi \u0111\u00e1m \u0111\u00f4ng tr\u1edf n\u00ean kh\u1ea3 thi v\u00e0 th\u1eadm ch\u00ed cho ph\u00e9p b\u00e1o c\u00e1o t\u1ef1 \u0111\u1ed9ng, v\u00e0 nh\u1eefng t\u00ednh n\u0103ng th\u00f4ng minh kh\u00e1c. Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1c n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t AI n\u00e0y chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u video th\u00e0nh &#8216;ki\u1ebfn th\u1ee9c&#8217; \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng an ninh trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<h2>C\u00f4ng ngh\u1ec7 gi\u00e1m s\u00e1t AI ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n<p>AI trong an ninh v\u00e0 gi\u00e1m s\u00e1t d\u1ef1a v\u00e0o c\u00e1c k\u1ef9 thu\u1eadt <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> (<a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">Computer Vision<\/a>) nh\u01b0 h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 b\u1eaft ch\u01b0\u1edbc v\u00e0 v\u01b0\u1ee3t qua kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch video \u1edf c\u1ea5p \u0111\u1ed9 con ng\u01b0\u1eddi. H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u \u0111\u00e3 g\u1eafn nh\u00e3n quy m\u00f4 l\u1edbn \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o ph\u1ee9c t\u1ea1p.<\/p>\n<p>Sau khi tri\u1ec3n khai, h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t AI s\u1ebd t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd c\u00e1c ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u video tr\u1ef1c ti\u1ebfp v\u00e0 l\u01b0u tr\u1eef. C\u00e1c kh\u1ea3 n\u0103ng kh\u00e1c nhau c\u1ee7a gi\u00e1m s\u00e1t AI c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:<\/p>\n<ul>\n<li>Nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t (Face Detection) : M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t c\u1ee7a AI l\u00e0 nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t. Thu\u1eadt to\u00e1n qu\u00e9t khu\u00f4n m\u1eb7t trong lu\u1ed3ng video v\u00e0 \u0111\u1ed1i chi\u1ebfu v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh khu\u00f4n m\u1eb7t \u0111\u1ec3 nh\u1eadn d\u1ea1ng c\u00e1 nh\u00e2n theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p nh\u1eadn d\u1ea1ng c\u00e1c nh\u00e2n v\u1eadt VIP, nh\u00e2n vi\u00ean, c\u00e1c nghi ph\u1ea1m, v.v.<\/li>\n<li>Nh\u1eadn d\u1ea1ng v\u1eadt th\u1ec3 (Object Detection): Object Detection cho ph\u00e9p AI v\u1ebd c\u00e1c khung \u0111\u00e1nh d\u1ea5u xung quanh c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng nh\u01b0 \u00f4 t\u00f4, xe \u0111\u1ea1p, t\u00fai x\u00e1ch v\u00e0 \u0111\u1ed9ng v\u1eadt v\u00e0 ph\u00e2n lo\u1ea1i ch\u00fang. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u1ef1 \u0111\u1ed9ng g\u1eafn nh\u00e3n c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 th\u1ec3 \u0111\u00e3 x\u00e2m ph\u1ea1m tr\u00e1i ph\u00e9p.<\/li>\n<li>Ph\u00e1t hi\u1ec7n con ng\u01b0\u1eddi: Kh\u1ea3 n\u0103ng ph\u00e2n lo\u1ea1i con ng\u01b0\u1eddi v\u1edbi c\u00e1c v\u1eadt th\u1ec3 kh\u00e1c l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 \u0111\u1ebfm ng\u01b0\u1eddi, theo d\u00f5i con ng\u01b0\u1eddi, ph\u00e1t hi\u1ec7n tai n\u1ea1n, v.v. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u1ea3nh b\u00e1o khi ph\u00e1t hi\u1ec7n con ng\u01b0\u1eddi \u1edf trong khu v\u1ef1c h\u1ea1n ch\u1ebf qua l\u1ea1i.<\/li>\n<li>Theo d\u00f5i \u0111\u1ed1i t\u01b0\u1ee3ng (Object Tracking): AI c\u00f3 th\u1ec3 kh\u00f3a m\u1ee5c ti\u00eau v\u00e0o m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng c\u1ee5 th\u1ec3, nh\u01b0 ng\u01b0\u1eddi ho\u1eb7c ph\u01b0\u01a1ng ti\u1ec7n giao th\u00f4ng, v\u00e0 theo d\u00f5i \u0111\u01b0\u1eddng \u0111i c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u00f3 theo th\u1eddi gian tr\u00ean nhi\u1ec1u camera. \u0110i\u1ec1u n\u00e0y gi\u00fap ph\u00e2n t\u00edch v\u00e0 \u0111i\u1ec1u tra h\u00ecnh m\u1eabu.<\/li>\n<li>Gi\u00e1m s\u00e1t \u0111\u00e1m \u0111\u00f4ng (Crowd Monitoring): B\u1eb1ng c\u00e1ch li\u00ean t\u1ee5c gi\u00e1m s\u00e1t k\u00edch c\u1ee1, m\u1eadt \u0111\u1ed9 v\u00e0 lu\u1ed3ng di chuy\u1ec3n c\u1ee7a \u0111\u00e1m \u0111\u00f4ng, AI c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c r\u1ee7i ro nh\u01b0 qu\u00e1 t\u1ea3i ho\u1eb7c ph\u00e1t hi\u1ec7n c\u00e1c b\u1ea5t th\u01b0\u1eddng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u1ea3nh b\u00e1o k\u1ecbp th\u1eddi \u0111\u1ec3 ng\u0103n ng\u1eeba s\u1ef1 c\u1ed1 gi\u1eabm \u0111\u1ea1p, c\u0169ng nh\u01b0 ki\u1ec3m so\u00e1t \u0111\u00e1m \u0111\u00f4ng.<\/li>\n<\/ul>\n<h2>L\u1ee3i \u00edch c\u1ee7a gi\u00e1m s\u00e1t Video b\u1eb1ng AI<\/h2>\n<p>Gi\u00e1m s\u00e1t video b\u1eb1ng AI mang l\u1ea1i m\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf so v\u1edbi gi\u00e1m s\u00e1t video truy\u1ec1n th\u1ed1ng:<\/p>\n<h3>T\u00ednh ch\u00ednh x\u00e1c<\/h3>\n<p>Nh\u00e2n vi\u00ean v\u1eadn h\u00e0nh (con ng\u01b0\u1eddi) ch\u1ecbu t\u00e1c \u0111\u1ed9ng c\u1ee7a s\u1ef1 m\u1ec7t m\u1ecfi v\u00e0 kh\u1ea3 n\u0103ng t\u1eadp trung h\u1ea1n ch\u1ebf khi theo d\u00f5i c\u00e1c lu\u1ed3ng v\u00e0o c\u1ee7a d\u1eef li\u1ec7u gi\u00e1m s\u00e1t. AI kh\u00f4ng b\u1ecb nh\u1eefng h\u1ea1n ch\u1ebf nh\u01b0 v\u1eady. N\u00f3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u00f4ng bi\u1ebft m\u1ec7t m\u1ecfi c\u00e1c ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u t\u1eeb h\u00e0ng ngh\u00ecn camera v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c kh\u00f4ng thay \u0111\u1ed5i. C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u0169ng \u00edt b\u1ecb thi\u1ebfu s\u00f3t hay l\u1ed7i trong th\u1eddi gian d\u00e0i.<\/p>\n<h3>T\u00ednh hi\u1ec7u qu\u1ea3<\/h3>\n<p>Thay v\u00ec \u0111\u1ec3 nh\u00e2n vi\u00ean li\u00ean t\u1ee5c nh\u00ecn c\u1ea3nh quay m\u1ed9t c\u00e1ch nh\u00e0m ch\u00e1n, AI c\u00f3 th\u1ec3 ti\u1ebfp qu\u1ea3n vi\u1ec7c ph\u00e2n t\u00edch video \u0111\u1ec3 gi\u1ea3i ph\u00f3ng nh\u00e2n l\u1ef1c. Ch\u1ec9 c\u1ea7n m\u1ed9t s\u1ed1 nh\u00e2n vi\u00ean v\u1eadn h\u00e0nh nh\u1ea5t \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng v\u00e0 ph\u1ea3n h\u1ed3i c\u1ea3nh b\u00e1o khi c\u1ea7n. M\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p th\u1eadm ch\u00ed c\u00f2n cung c\u1ea5p kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h3>C\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c<\/h3>\n<p>AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng ph\u00e2n t\u00edch video tr\u1ef1c ti\u1ebfp v\u00e0 ngay l\u1eadp t\u1ee9c k\u00edch ho\u1ea1t th\u00f4ng b\u00e1o khi c\u00f3 s\u1ef1 ki\u1ec7n \u0111\u00e1ng quan t\u00e2m x\u1ea3y ra, ch\u1eb3ng h\u1ea1n nh\u01b0 ng\u01b0\u1eddi kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p v\u00e0o khu v\u1ef1c h\u1ea1n ch\u1ebf ho\u1eb7c x\u1ea3y ra \u1ea9u \u0111\u1ea3 trong trung t\u00e2m th\u01b0\u01a1ng m\u1ea1i. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p ph\u1ea3n \u1ee9ng nhanh v\u1edbi c\u00e1c m\u1ed1i \u0111e d\u1ecda so v\u1edbi vi\u1ec7c xem l\u1ea1i video sau \u0111\u00f3.<\/p>\n<h3>Truy c\u1eadp t\u1eeb xa<\/h3>\n<p>N\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t AI d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n truy c\u1eadp an to\u00e0n v\u00e0o h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch video t\u1eeb m\u1ecdi n\u01a1i th\u00f4ng qua \u1ee9ng d\u1ee5ng web v\u00e0 di \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c nh\u00f3m b\u1ea3o m\u1eadt gi\u00e1m s\u00e1t nhi\u1ec1u \u0111\u1ecba \u0111i\u1ec3m t\u1eeb xa.<\/p>\n<h3>Kh\u1ea3 n\u0103ng t\u00ecm ki\u1ebfm c\u1ea3nh quay<\/h3>\n<p>AI m\u1edf ra kh\u1ea3 n\u0103ng t\u00ecm ki\u1ebfm trong kho l\u01b0u tr\u1eef video kh\u1ed5ng l\u1ed3 \u0111\u1ec3 t\u1eadp trung v\u00e0o nh\u1eefng c\u00e1 nh\u00e2n, v\u1eadt th\u1ec3, \u0111\u1ecba \u0111i\u1ec3m, s\u1ef1 ki\u1ec7n, h\u00e0nh vi c\u1ee5 th\u1ec3, v.v. Kh\u1ea3 n\u0103ng \u0111i\u1ec1u tra n\u00e0y l\u00e0 kh\u00f4ng th\u1ec3 v\u1edbi c\u1ea3nh quay CCTV truy\u1ec1n th\u1ed1ng.<\/p>\n<h3>Ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o v\u1ec1 \u0111\u00e1m \u0111\u00f4ng<\/h3>\n<p>H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c ph\u00e2n t\u00edch \u0111\u00e1m \u0111\u00f4ng theo th\u1eddi gian th\u1ef1c, ch\u1eb3ng h\u1ea1n nh\u01b0 m\u1ee9c \u0111\u1ed9 chi\u1ebfm d\u1ee5ng, th\u1eddi gian ch\u1edd, th\u1eddi gian d\u1eebng v\u00e0 l\u01b0u l\u01b0\u1ee3ng giao th\u00f4ng. N\u00f3 c\u0169ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c b\u00e1o c\u00e1o v\u1edbi s\u1ed1 li\u1ec7u t\u1ed5ng h\u1ee3p \u0111\u1ec3 gi\u00fap t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u00e0i nguy\u00ean.<\/p>\n<h2>C\u00e1ch t\u1eadn d\u1ee5ng t\u1ed1i \u0111a c\u00f4ng ngh\u1ec7 gi\u00e1m s\u00e1t video AI<\/h2>\n<p>Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 m\u1eb9o gi\u00fap t\u1ed1i \u0111a h\u00f3a ti\u1ec1m n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng AI gi\u00e1m s\u00e1t video:<\/p>\n<ul>\n<li>B\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c camera Edge AI: Vi\u1ec7c l\u1ef1a ch\u1ecdn camera an ninh c\u00f3 b\u1ed9 x\u1eed l\u00fd AI t\u00edch h\u1ee3p cho ph\u00e9p ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3 m\u00e0 kh\u00f4ng l\u00e0m qu\u00e1 t\u1ea3i h\u1ec7 th\u1ed1ng m\u1ea1ng. Ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00e1n n\u00e0y m\u1edf r\u1ed9ng t\u1ed1t h\u01a1n cho c\u00e1c m\u00f4 h\u00ecnh tri\u1ec3n khai quy m\u00f4 l\u1edbn.<\/li>\n<li>K\u1ebft h\u1ee3p AI v\u1edbi c\u1ea3m bi\u1ebfn chuy\u1ec3n \u0111\u1ed9ng: T\u00edch h\u1ee3p c\u1ea3m bi\u1ebfn chuy\u1ec3n \u0111\u1ed9ng v\u1edbi camera AI gi\u00fap k\u00edch ho\u1ea1t ghi h\u00ecnh v\u00e0 c\u1ea3nh b\u00e1o t\u1ed1i \u01b0u. \u0110i\u1ec1u n\u00e0y tr\u00e1nh thu th\u1eadp c\u1ea3nh quay kh\u00f4ng c\u1ea7n thi\u1ebft.<\/li>\n<li>\u0110\u00e0o t\u1ea1o c\u00e1c thu\u1eadt to\u00e1n: \u0110\u00e0o t\u1ea1o \u0111\u00fang c\u00e1ch c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u b\u1eb1ng c\u00e1ch x\u00e1c th\u1ef1c kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng v\u00e0 s\u1eeda sai gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c theo th\u1eddi gian. Vi\u1ec7c tinh ch\u1ec9nh li\u00ean t\u1ee5c l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/li>\n<li>\u00c1p d\u1ee5ng Nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t m\u1ed9t c\u00e1ch th\u1eadn tr\u1ecdng: Kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t l\u00e0m d\u1ea5y l\u00ean m\u1ed1i lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0. N\u00ean s\u1eed d\u1ee5ng c\u00f3 tr\u00e1ch nhi\u1ec7m cho c\u00e1c \u1ee9ng d\u1ee5ng h\u1ea1n ch\u1ebf \u0111\u1ec3 c\u00e2n b\u1eb1ng gi\u1eefa b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n c\u00f4ng d\u00e2n.<\/li>\n<li>K\u1ebft h\u1ee3p c\u1ea3nh b\u00e1o b\u1eb1ng AI v\u1edbi s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a Con ng\u01b0\u1eddi: Trong khi AI t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 t\u1ebb nh\u1ea1t, m\u1ed9t s\u1ed1 quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng v\u1eabn c\u1ea7n s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi. C\u1ea7n k\u1ebft h\u1ee3p vi\u1ec7c c\u1ea3nh b\u00e1o b\u1eb1ng AI v\u1edbi \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o cho ph\u00e9p gi\u00e1m s\u00e1t 24\/7 v\u1edbi s\u1ed1 l\u01b0\u1ee3ng nh\u00e2n vi\u00ean t\u1ed1i thi\u1ec3u.<\/li>\n<li>\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng camera \u0111\u1ea7y \u0111\u1ee7: Thu\u1eadt to\u00e1n AI ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t khi ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u video c\u00f3 \u0111\u1ee7 \u0111\u1ed9 ph\u00e2n gi\u1ea3i, t\u1ed1c \u0111\u1ed9 khung h\u00ecnh, \u0111\u1ed9 s\u00e2u m\u00e0u v\u00e0 t\u1ea7m nh\u00ecn ban \u0111\u00eam. C\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0o camera ch\u1ea5t l\u01b0\u1ee3ng.<\/li>\n<\/ul>\n<h2>C\u00e1c c\u00f4ng ty v\u00e0 ph\u1ea7n m\u1ec1m gi\u00e1m s\u00e1t AI h\u00e0ng \u0111\u1ea7u<\/h2>\n<p>Nhi\u1ec1u c\u00f4ng ty gi\u00e1m s\u00e1t AI chuy\u00ean cung c\u1ea5p n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch video h\u1ed7 tr\u1ee3 b\u1edfi AI. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1i t\u00ean n\u1ed5i b\u1eadt hi\u1ec7n t\u1ea1i:<\/p>\n<h3>Spot AI<\/h3>\n<p>Spot AI cung c\u1ea5p b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c quan, th\u1ed1ng nh\u1ea5t cho gi\u00e1m s\u00e1t video AI. Gi\u1ea3i ph\u00e1p cung c\u1ea5p sao l\u01b0u l\u00ean \u0111\u00e1m m\u00e2y kh\u00f4ng gi\u1edbi h\u1ea1n, hi\u1ec7u su\u1ea5t s\u1eed d\u1ee5ng b\u0103ng th\u00f4ng hi\u1ec7u qu\u1ea3, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng linh ho\u1ea1t, h\u1ed7 tr\u1ee3 ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 gi\u00e1 c\u1ea3 t\u00f9y ch\u1ec9nh. N\u00f3 t\u1eadn d\u1ee5ng h\u1ecdc s\u00e2u \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 c\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c.<\/p>\n<h3 id=\"intellivision\">IntelliVision<\/h3>\n<p>IntelliVision l\u00e0 ph\u1ea7n m\u1ec1m gi\u00e1m s\u00e1t AI t\u1eadp trung v\u00e0o c\u00e1c gi\u1ea3i ph\u00e1p AI nh\u00fang cho c\u00e1c \u1ee9ng s\u1eed d\u1ee5ng an ninh. N\u00f3 cung c\u1ea5p kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t, gi\u00e1m s\u00e1t t\u00e0i x\u1ebf, ph\u00e2n t\u00edch \u00e2m thanh v\u00e0 t\u00f3m t\u1eaft video. AI t\u00edch h\u1ee3p v\u1edbi camera c\u1ee7a b\u00ean th\u1ee9 ba v\u00e0 VMS.<\/p>\n<h3>Agent Vi<\/h3>\n<p>Agent Vi cung c\u1ea5p n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch video c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cao, c\u00f3 s\u1eb5n d\u01b0\u1edbi d\u1ea1ng SaaS ho\u1eb7c ph\u1ea7n m\u1ec1m t\u1ea1i ch\u1ed7. N\u00f3 t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3 v\u00e0 t\u1ef1 \u0111\u1ed9ng tr\u00edch xu\u1ea5t th\u00f4ng tin n\u1eafm b\u1eaft t\u1eeb c\u1ea3nh quay b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u1ecdc s\u00e2u. AI t\u1ea1o c\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c cho c\u00e1c \u0111\u1ed9i ng\u0169 an ninh.<\/p>\n<h2>C\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n<h3>AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00e1m s\u00e1t an ninh nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n<p>AI t\u1ef1 \u0111\u1ed9ng ph\u00e2n t\u00edch c\u1ea3nh quay gi\u00e1m s\u00e1t thay v\u00ec \u0111\u1ec3 con ng\u01b0\u1eddi theo d\u00f5i. N\u00f3 c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh ng\u01b0\u1eddi, ph\u01b0\u01a1ng ti\u1ec7n, \u0111\u1ed3 v\u1eadt, h\u00e0nh vi v\u00e0 s\u1ef1 ki\u1ec7n. AI cho ph\u00e9p c\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c, nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t, ph\u00e2n t\u00edch \u0111\u00e1m \u0111\u00f4ng, ph\u00e1t hi\u1ec7n h\u00ecnh m\u1eabu v\u00e0 nhi\u1ec1u th\u1ee9 kh\u00e1c.<\/p>\n<h3>AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 do th\u00e1m kh\u00f4ng?<\/h3>\n<p>Gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 c\u00f4ng ngh\u1ec7 n\u00e0o, gi\u00e1m s\u00e1t AI c\u00f3 th\u1ec3 b\u1ecb s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch \u0111\u1ec3 x\u00e2m ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0. C\u00e1c quy \u0111\u1ecbnh v\u00e0 bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 ph\u00f9 h\u1ee3p l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 ng\u0103n ch\u1eb7n vi\u1ec7c gi\u00e1m s\u00e1t h\u00e0ng lo\u1ea1t b\u1ea5t h\u1ee3p ph\u00e1p v\u00e0 l\u1ea1m d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y. AI n\u00ean \u0111\u01b0\u1ee3c tri\u1ec3n khai m\u1ed9t c\u00e1ch c\u00f3 \u0111\u1ea1o \u0111\u1ee9c v\u1edbi s\u1ef1 gi\u00e1m s\u00e1t c\u1ea7n thi\u1ebft.<\/p>\n<h3>Camera gi\u00e1m s\u00e1t AI l\u00e0 g\u00ec?<\/h3>\n<p>Camera gi\u00e1m s\u00e1t AI c\u00f3 thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y t\u00edch h\u1ee3p \u0111\u1ec3 ph\u00e2n t\u00edch lu\u1ed3ng video m\u1ed9t c\u00e1ch th\u00f4ng minh. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p camera t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u1eadt th\u1ec3, theo d\u00f5i chuy\u1ec3n \u0111\u1ed9ng, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t v\u00e0 \u0111\u1ecdc bi\u1ec3n s\u1ed1 m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<h2>Ph\u1ea7n k\u1ebft lu\u1eadn<\/h2>\n<p>Nh\u1eefng thay \u0111\u1ed5i mang t\u00ednh c\u00e1ch m\u1ea1ng nh\u01b0 v\u1eady trong gi\u00e1m s\u00e1t AI cho ph\u00e9p c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u b\u1eaft ch\u01b0\u1edbc v\u00e0 v\u01b0\u1ee3t xa kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch video c\u1ee7a con ng\u01b0\u1eddi. C\u00e1c kh\u1ea3 n\u0103ng thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i \u0111\u01b0\u1ee3c m\u1edf kh\u00f3a b\u1edfi gi\u00e1m s\u00e1t AI bao g\u1ed3m ph\u00e1t hi\u1ec7n th\u1eddi gian th\u1ef1c, nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t, theo d\u00f5i \u0111\u1ed1i t\u01b0\u1ee3ng, c\u1ea3nh quay c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm v\u00e0 ph\u00e2n t\u00edch \u0111\u00e1m \u0111\u00f4ng gi\u00fap chuy\u1ec3n \u0111\u1ed5i ho\u1ea1t \u0111\u1ed9ng an ninh.<\/p>\n<p>Tuy nhi\u00ean, c\u00f4ng ngh\u1ec7 m\u1ea1nh m\u1ebd n\u00e0y c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng b\u1ecb s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch v\u00e0 l\u1ea1m d\u1ee5ng n\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch th\u1eadn tr\u1ecdng. B\u1ea1n ngh\u0129 g\u00ec v\u1ec1 gi\u00e1m s\u00e1t AI? H\u00e3y chia s\u1ebb suy ngh\u0129 c\u1ee7a b\u1ea1n v\u1edbi ch\u00fang t\u00f4i trong ph\u1ea7n b\u00ecnh lu\u1eadn b\u00ean d\u01b0\u1edbi! Ch\u00fang ta h\u00e3y c\u00f9ng th\u1ea3o lu\u1eadn nh\u00e9!<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23099\">QNAP QVR Surveillance: Gi\u00e1m s\u00e1t 1024 k\u00eanh, tr\u1ea3i ngi\u1ec7m gi\u00e1m s\u00e1t Cloud v\u00e0 AI hi\u1ec7u su\u1ea5t cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22558\">QNAP ra m\u1eaft \u0111\u1ea7u ghi h\u00ecnh th\u00f4ng minh TVR-AI200 PoE+ 16 k\u00eanh<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21363\">T\u1ed5ng quan v\u1ec1 h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t an ninh b\u1eb1ng AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20581\">H\u01b0\u1edbng d\u1eabn t\u1ed5ng quan v\u1ec1 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd video gi\u00e1m s\u00e1t &#8211; Video Management System<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20502\">Gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef video gi\u00e1m s\u00e1t an ninh: Nh\u1eefng \u0111i\u1ec1u c\u1ea7n bi\u1ebft<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;ang l&agrave;m rung chuy&#7875;n l&#297;nh v&#7921;c gi&aacute;m s&aacute;t v&agrave; an ninh &#273;&#7883;a &#273;i&#7875;m. AI v&agrave; c&ocirc;ng ngh&#7879; gi&aacute;m s&aacute;t hi&#7879;n &#273;&#7841;i c&oacute; th&#7875; gi&uacute;p &#273;&#7843;m b&#7843;o an ninh th&ocirc;ng qua c&aacute;c thu&#7853;t to&aacute;n h&#7885;c m&aacute;y &#273;&#7875; x&aacute;c &#273;&#7883;nh c&aacute;c s&#7921; ki&#7879;n, &#273;&#7889;i t&#432;&#7907;ng, h&agrave;nh vi v&agrave; h&igrave;nh m&#7851;u &#7843;nh h&#432;&#7903;ng&#8230;<\/p>\n","protected":false},"author":2,"featured_media":20578,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[1297],"class_list":["post-20489","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-cctv"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Surveillance: T\u01b0\u01a1ng lai c\u1ee7a 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\/ai-surveillance-tuong-lai-cua-giam-sat-an-ninh-p20489\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI Surveillance: T\u01b0\u01a1ng lai c\u1ee7a gi\u00e1m s\u00e1t an ninh - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;ang l&agrave;m rung chuy&#7875;n l&#297;nh v&#7921;c gi&aacute;m s&aacute;t v&agrave; an ninh &#273;&#7883;a &#273;i&#7875;m. 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