{"id":15342,"date":"2023-03-23T10:41:39","date_gmt":"2023-03-23T03:41:39","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=15342"},"modified":"2023-03-23T10:41:39","modified_gmt":"2023-03-23T03:41:39","slug":"he-sinh-thai-nvidia-metropolis-mo-rong-voi-cac-cong-cu-phat-trien-tien-tien-de-tang-toc-vision-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/he-sinh-thai-nvidia-metropolis-mo-rong-voi-cac-cong-cu-phat-trien-tien-tien-de-tang-toc-vision-ai-p15342\/","title":{"rendered":"H\u1ec7 sinh th\u00e1i NVIDIA Metropolis m\u1edf r\u1ed9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u0103ng t\u1ed1c Vision AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><em><strong>H\u01a1n 1.000 c\u00f4ng ty chuy\u1ec3n \u0111\u1ed5i kh\u00f4ng gian v\u00e0 quy tr\u00ecnh c\u1ee7a h\u1ecd v\u1edbi Vision AI b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng NVIDIA Metropolis, bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c t\u1ea3i xu\u1ed1ng h\u01a1n 1 tri\u1ec7u l\u1ea7n.<\/strong><\/em><\/p>\n<p>V\u1edbi AI \u1edf \u0111i\u1ec3m b\u00f9ng ph\u00e1t, <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 AI (AI-enabled <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">computer vision<\/a>) \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u00e1ch th\u1ee9c nh\u1ea5t c\u1ee7a th\u1ebf gi\u1edbi trong h\u1ea7u h\u1ebft m\u1ecdi ng\u00e0nh.<\/p>\n<p>T\u1ea1i\u00a0<a href=\"https:\/\/www.nvidia.com\/gtc\/\" target=\"_blank\" rel=\"noopener\">GTC<\/a>, m\u1ed9t h\u1ed9i ngh\u1ecb to\u00e0n c\u1ea7u v\u1ec1 k\u1ef7 nguy\u00ean AI v\u00e0 metaverse, NVIDIA \u0111\u00e3 c\u00f4ng b\u1ed1 c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7, s\u1eb5n s\u00e0ng th\u00fac \u0111\u1ea9y l\u00e0n s\u00f3ng \u00e1p d\u1ee5ng Vision AI ti\u1ebfp theo.\u00a0Ch\u00fang bao g\u1ed3m\u00a0<a href=\"https:\/\/developer.nvidia.com\/tao-toolkit\" target=\"_blank\" rel=\"noopener\">NVIDIA TAO Toolkit<\/a>\u00a05.0 \u0111\u1ec3 t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI t\u00f9y ch\u1ec9nh, s\u1eb5n s\u00e0ng cho s\u1ea3n xu\u1ea5t;\u00a0m\u1edf r\u1ed9ng cho b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m\u00a0<a href=\"https:\/\/developer.nvidia.com\/deepstream-sdk\" target=\"_blank\" rel=\"noopener\">NVIDIA DeepStream<\/a>\u00a0\u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 Vision AI v\u00e0 quy\u1ec1n truy c\u1eadp s\u1edbm v\u00e0o\u00a0<a href=\"https:\/\/developer.nvidia.com\/metropolis-microservices\" target=\"_blank\" rel=\"noopener\">Metropolis Microservices<\/a>\u00a0cho c\u00e1c building block cloud-native m\u1ea1nh m\u1ebd gi\u00fap t\u0103ng t\u1ed1c Vision AI.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/qJg-HoF5RHs?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<h2>B\u00f9ng n\u1ed5 vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 h\u1ec7 sinh th\u00e1i<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-641b1e66b826c.png\" alt=\"\" \/><\/p>\n<p>H\u01a1n 1.000 c\u00f4ng ty \u0111ang s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/intelligent-video-analytics-platform\/\" target=\"_blank\" rel=\"noopener\">NVIDIA Metropolis<\/a>\u00a0\u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 Internet of Things (IoT), x\u1eed l\u00fd c\u1ea3m bi\u1ebfn v\u00e0 v\u1eadn h\u00e0nh v\u1edbi Vision AI &#8211; v\u00e0 t\u1ef7 l\u1ec7 \u00e1p d\u1ee5ng \u0111ang t\u0103ng nhanh.\u00a0C\u00e1c c\u00f4ng c\u1ee5 hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ea3i xu\u1ed1ng h\u01a1n 1 tri\u1ec7u l\u1ea7n b\u1edfi nh\u1eefng ng\u01b0\u1eddi mu\u1ed1n x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng Vision AI.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/MXJIEB6CVtE?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p>PepsiCo \u0111ang t\u1ed1i \u01b0u h\u00f3a c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh v\u1edbi NVIDIA Metropolis \u0111\u1ec3 c\u1ea3i thi\u1ec7n th\u00f4ng l\u01b0\u1ee3ng, gi\u1ea3m downtime v\u00e0 gi\u1ea3m thi\u1ec3u m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng.<\/p>\n<p>G\u00e3 kh\u1ed5ng l\u1ed3 v\u1ec1 th\u1ef1c ph\u1ea9m v\u00e0 \u0111\u1ed3 u\u1ed1ng ti\u1ec7n l\u1ee3i \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c b\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 do AI h\u1ed7 tr\u1ee3 cho c\u00e1c trung t\u00e2m ph\u00e2n ph\u1ed1i c\u1ee7a m\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/\" target=\"_blank\" rel=\"noopener\">NVIDIA Omniverse<\/a>\u00a0\u0111\u1ec3 tr\u1ef1c quan h\u00f3a c\u00e1ch c\u00e1c thi\u1ebft l\u1eadp kh\u00e1c nhau trong c\u00e1c c\u01a1 s\u1edf c\u1ee7a h\u1ecd s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng tr\u01b0\u1edbc khi tri\u1ec3n khai ch\u00fang trong th\u1ebf gi\u1edbi th\u1ef1c.\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2023\/03\/15\/pepsi-koivision\/\" target=\"_blank\" rel=\"noopener\">PepsiCo c\u0169ng \u0111ang s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y (machine vision) ti\u00ean ti\u1ebfn<\/a>, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi n\u1ec1n t\u1ea3ng NVIDIA AI v\u00e0 c\u00e1c GPU, \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c trong quy tr\u00ecnh ph\u00e2n ph\u1ed1i c\u1ee7a m\u00ecnh.<\/p>\n<p><a href=\"https:\/\/nvidianews.nvidia.com\/news\/nvidia-launches-igx-edge-ai-computing-platform-for-safe-secure-autonomous-systems\" target=\"_blank\" rel=\"noopener\">Siemens<\/a>, c\u00f4ng ty h\u00e0ng \u0111\u1ea7u v\u1ec1 c\u00f4ng ngh\u1ec7 trong l\u0129nh v\u1ef1c t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 s\u1ed1 h\u00f3a c\u00f4ng nghi\u1ec7p, \u0111ang b\u1ed5 sung nh\u1eadn th\u1ee9c c\u1ea5p \u0111\u1ed9 ti\u1ebfp theo v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng d\u1ef1a tr\u00ean bi\u00ean (Edge) c\u1ee7a m\u00ecnh th\u00f4ng qua NVIDIA Metropolis.\u00a0V\u1edbi h\u00e0ng tri\u1ec7u c\u1ea3m bi\u1ebfn trong c\u00e1c nh\u00e0 m\u00e1y, Siemens s\u1eed d\u1ee5ng NVIDIA Metropolis &#8211; m\u1ed9t framework \u1ee9ng d\u1ee5ng ch\u00ednh cho AI t\u1ea1i bi\u00ean (Edge AI) &#8211; \u0111\u1ec3 k\u1ebft n\u1ed1i to\u00e0n b\u1ed9 \u0111\u1ed9i robot v\u00e0 thi\u1ebft b\u1ecb IoT, \u0111\u1ed3ng th\u1eddi \u0111\u01b0a AI v\u00e0o c\u00e1c m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p c\u1ee7a m\u00ecnh.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/6bjhtynL_cw?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p>Nh\u00e0 s\u1ea3n xu\u1ea5t \u00f4 t\u00f4 BMW Group \u0111ang s\u1eed d\u1ee5ng\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/08\/16\/seoul-robotics-autonomy-through-infrastructure\/\" target=\"_blank\" rel=\"noopener\">c\u00e1c c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh d\u1ef1a tr\u00ean lidar v\u00e0 camera<\/a>\u00a0&#8211; \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1edfi Seoul Robotics v\u00e0 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 s\u1ee9c m\u1ea1nh b\u1edfi n\u1ec1n t\u1ea3ng Edge AI\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/embedded-systems\/\" target=\"_blank\" rel=\"noopener\">NVIDIA Jetson<\/a> t\u1ea1i c\u01a1 s\u1edf s\u1ea3n xu\u1ea5t c\u1ee7a h\u1ecd \u1edf Munich \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a \u00f4 t\u00f4.\u00a0Qu\u00e1 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u00e0y \u0111\u00e3 gi\u00fap ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 th\u1eddi gian v\u00e0 chi ph\u00ed, c\u0169ng nh\u01b0 c\u1ea3i thi\u1ec7n s\u1ef1 an to\u00e0n cho nh\u00e2n vi\u00ean.<\/p>\n<h2>Gi\u00fap m\u1ecdi nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 truy c\u1eadp Vision AI \u0111\u1eb3ng c\u1ea5p th\u1ebf gi\u1edbi tr\u00ean m\u1ecdi thi\u1ebft b\u1ecb<\/h2>\n<p>Khi AI c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n \u1edf m\u1ecdi c\u1ea5p \u0111\u1ed9 k\u1ef9 n\u0103ng, giai \u0111o\u1ea1n ti\u1ebfp theo c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng AI s\u1ebd \u0111\u1ebfn.<\/p>\n<p>GTC \u0111ang gi\u1edbi thi\u1ec7u c\u00e1c b\u1ea3n m\u1edf r\u1ed9ng l\u1edbn c\u1ee7a c\u00e1c quy tr\u00ecnh c\u00f4ng vi\u1ec7c Metropolis, trong \u0111\u00f3 \u0111\u01b0a m\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng v\u00e0 nghi\u00ean c\u1ee9u AI m\u1edbi nh\u1ea5t v\u00e0o tay c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n th\u00f4ng qua\u00a0<a href=\"https:\/\/developer.nvidia.com\/tao-toolkit\" target=\"_blank\" rel=\"noopener\">NVIDIA TAO Toolkit<\/a>,\u00a0<a href=\"https:\/\/developer.nvidia.com\/metropolis-microservices\" target=\"_blank\" rel=\"noopener\">Metropolis Microservices<\/a>\u00a0v\u00e0\u00a0<a href=\"https:\/\/developer.nvidia.com\/deepstream-sdk\" target=\"_blank\" rel=\"noopener\">DeepStream SDK<\/a>\u00a0c\u0169ng nh\u01b0 c\u00f4ng c\u1ee5 t\u1ea1o d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p\u00a0v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng m\u00f4 ph\u1ecfng robot\u00a0<a href=\"https:\/\/developer.nvidia.com\/isaac-sim\">NVIDIA Isaac Sim<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-641b1e67231b2.png\" alt=\"\" \/><\/p>\n<p>NVIDIA TAO Toolkit l\u00e0 m\u1ed9t framework AI low-code h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh Vision AI cho m\u1ecdi nh\u00e0 ph\u00e1t tri\u1ec3n tr\u00ean th\u1ef1c t\u1ebf, trong m\u1ecdi d\u1ecbch v\u1ee5, tr\u00ean m\u1ecdi thi\u1ebft b\u1ecb.\u202f<a href=\"https:\/\/developer.nvidia.com\/blog\/access-the-latest-in-vision-ai-model-development-workflows-with-nvidia-tao-toolkit-5-0\/\" target=\"_blank\" rel=\"noopener\">TAO 5.0<\/a>\u00a0ch\u1ee9a \u0111\u1ea7y c\u00e1c t\u00ednh n\u0103ng m\u1edbi, bao g\u1ed3m\u00a0c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc Vision Transformer, kh\u1ea3 n\u0103ng tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh tr\u00ean b\u1ea5t k\u1ef3 n\u1ec1n t\u1ea3ng n\u00e0o v\u1edbi xu\u1ea5t ONNX ti\u00eau chu\u1ea9n, \u0111i\u1ec1u ch\u1ec9nh si\u00eau tham s\u1ed1 t\u1ef1 \u0111\u1ed9ng v\u1edbi AutoML v\u00e0 ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI.<\/p>\n<p>STMicroelectronics, c\u00f4ng ty h\u00e0ng \u0111\u1ea7u v\u1ec1 c\u00e1c b\u1ed9 vi \u0111i\u1ec1u khi\u1ec3n nh\u00fang, t\u00edch h\u1ee3p TAO v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n STM32Cube AI c\u1ee7a h\u1ecd.\u00a0TAO \u0111\u00e3 cho ph\u00e9p c\u00f4ng ty ch\u1ea1y AI tinh vi trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng bi\u00ean v\u00e0 IoT ph\u1ed5 bi\u1ebfn m\u00e0 c\u00e1c b\u1ed9 vi \u0111i\u1ec1u khi\u1ec3n STM32 h\u1ed7 tr\u1ee3 trong ng\u00e2n s\u00e1ch b\u1ed9 nh\u1edb v\u00e0 t\u00ednh to\u00e1n c\u1ee7a h\u1ecd.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/05n6l9QHox4?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<p>NVIDIA DeepStream SDK \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n mu\u1ed1n t\u1ea1o c\u00e1c \u1ee9ng d\u1ee5ng Vision AI trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p.\u00a0V\u1edbi b\u1ea3n c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t, th\u1eddi gian ch\u1ea1y th\u1ef1c thi \u0111\u1ed3 th\u1ecb m\u1edbi (GXF) cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n m\u1edf r\u1ed9ng v\u01b0\u1ee3t ngo\u00e0i framework \u0111a ph\u01b0\u01a1ng ti\u1ec7n GStreamer m\u00e3 ngu\u1ed3n m\u1edf.\u00a0Vi\u1ec7c b\u1ed5 sung GXF c\u1ee7a DeepStream l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi d\u00f9ng \u0111ang t\u00ecm c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng y\u00eau c\u1ea7u ki\u1ec3m so\u00e1t th\u1ef1c thi ch\u1eb7t ch\u1ebd, l\u1eadp l\u1ecbch tr\u00ecnh n\u00e2ng cao v\u00e0 qu\u1ea3n l\u00fd lu\u1ed3ng quan tr\u1ecdng.\u00a0T\u00ednh n\u0103ng n\u00e0y m\u1edf ra m\u1ed9t lo\u1ea1t c\u00e1c \u1ee9ng d\u1ee5ng m\u1edbi, bao g\u1ed3m c\u1ea3 nh\u1eefng \u1ee9ng d\u1ee5ng trong ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng nghi\u1ec7p, r\u00f4 b\u1ed1t v\u00e0 m\u00e1y t\u1ef1 h\u00e0nh.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/oBL84CeLwKk?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p>Vi\u1ec7c th\u00eam nh\u1eadn th\u1ee9c v\u00e0o kh\u00f4ng gian v\u1eadt l\u00fd th\u01b0\u1eddng y\u00eau c\u1ea7u \u00e1p d\u1ee5ng Vision AI cho nhi\u1ec1u camera bao ph\u1ee7 nhi\u1ec1u khu v\u1ef1c.<\/p>\n<p>Nh\u1eefng th\u00e1ch th\u1ee9c trong th\u1ecb gi\u00e1c m\u00e1y t\u00ednh bao g\u1ed3m gi\u00e1m s\u00e1t lu\u1ed3ng h\u00e0ng h\u00f3a \u0111\u01b0\u1ee3c \u0111\u00f3ng g\u00f3i trong nh\u00e0 kho ho\u1eb7c ph\u00e2n t\u00edch lu\u1ed3ng kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n tr\u00ean m\u1ed9t kh\u00f4ng gian b\u00e1n l\u1ebb l\u1edbn.\u00a0<a href=\"https:\/\/developer.nvidia.com\/metropolis-microservices\" target=\"_blank\" rel=\"noopener\">Metropolis Microservices<\/a>\u00a0l\u00e0m cho c\u00e1c t\u00e1c v\u1ee5 Vision AI ph\u1ee9c t\u1ea1p n\u00e0y d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u00e0 tri\u1ec3n khai v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p>C\u00f4ng ty d\u1ecbch v\u1ee5 CNTT h\u00e0ng \u0111\u1ea7u Infosys \u0111ang s\u1eed d\u1ee5ng NVIDIA Metropolis \u0111\u1ec3 t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng Vision AI c\u1ee7a m\u00ecnh.\u00a0Framework \u0111\u00e0o t\u1ea1o low-code NVIDIA TAO v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc gi\u00fap Infosys gi\u1ea3m c\u00e1c n\u1ed7 l\u1ef1c \u0111\u00e0o t\u1ea1o AI.\u00a0Metropolis Microservices, c\u00f9ng v\u1edbi DeepStream SDK, t\u1ed1i \u01b0u h\u00f3a th\u00f4ng l\u01b0\u1ee3ng pipeline x\u1eed l\u00fd vision c\u1ee7a c\u00f4ng ty v\u00e0 c\u1eaft gi\u1ea3m chi ph\u00ed gi\u1ea3i ph\u00e1p t\u1ed5ng th\u1ec3.\u00a0Infosys c\u0169ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c kho d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p v\u1edbi SDK\u00a0<a href=\"https:\/\/developer.nvidia.com\/omniverse\/replicator\" target=\"_blank\" rel=\"noopener\">NVIDIA Omniverse Replicator<\/a>\u00a0\u0111\u1ec3 d\u1ec5 d\u00e0ng \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI v\u1edbi c\u00e1c \u0111\u01a1n v\u1ecb l\u01b0u kho v\u00e0 bao b\u00ec m\u1edbi.<\/p>\n<h2>C\u00e1c t\u00ednh n\u0103ng m\u1edbi nh\u1ea5t c\u1ee7a Metropolis<\/h2>\n<p>Khai th\u00e1c c\u00e1c c\u00f4ng ngh\u1ec7 Vision AI m\u1edbi nh\u1ea5t c\u1ee7a NVIDIA:<\/p>\n<ul>\n<li><a href=\"https:\/\/developer.nvidia.com\/blog\/access-the-latest-in-vision-ai-model-development-workflows-with-nvidia-tao-toolkit-5-0\/\" target=\"_blank\" rel=\"noopener\">\u0110\u1ecdc blog TAO 5.0<\/a>.\u00a0H\u00e3y th\u1eed TAO Toolkit tr\u00ean\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/launchpad\/ai\/develop-fine-tune-computer-vision-models-with-tao-automl\/\" target=\"_blank\" rel=\"noopener\">NVIDIA LaunchPad<\/a>.<\/li>\n<li>GXF runtime, hi\u1ec7n l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a NVIDIA DeepStream, m\u1edf kh\u00f3a c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng m\u1edbi y\u00eau c\u1ea7u ki\u1ec3m so\u00e1t l\u1eadp l\u1ecbch tr\u00ecnh ch\u1eb7t ch\u1ebd.\u00a0H\u00e3y d\u00f9ng th\u1eed tr\u00ean\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/launchpad\/ai\/build-vision-ai-pipeline-with-deepstream-and-python\/\" target=\"_blank\" rel=\"noopener\">NVIDIA LaunchPad<\/a>.<\/li>\n<li><a href=\"https:\/\/developer.nvidia.com\/metropolis-microservices-early-access-form\" target=\"_blank\" rel=\"noopener\">\u0110\u0103ng k\u00fd<\/a>\u00a0\u0111\u1ec3 c\u00f3 quy\u1ec1n truy c\u1eadp s\u1edbm v\u00e0o\u00a0<a href=\"https:\/\/developer.nvidia.com\/metropolis-microservices\" target=\"_blank\" rel=\"noopener\">Metropolis Microservices<\/a>, m\u1ed9t b\u1ed9 \u1ee9ng d\u1ee5ng tham chi\u1ebfu v\u00e0 microservices cloud-native gi\u00fap \u0111\u1ea9y nhanh n\u1ed7 l\u1ef1c t\u1ea1o c\u00e1c gi\u1ea3i ph\u00e1p theo h\u01b0\u1edbng API cho <a class=\"iblink\" href=\"\/blog\/tag\/cloud-computing\/\">\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a> v\u00e0 bi\u00ean.<\/li>\n<li>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 NVIDIA Metropolis, th\u00f4ng qua\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/tag\/metropolis\/\" target=\"_blank\" rel=\"noopener\">c\u00e1c blog c\u1ee7a c\u00f4ng ty<\/a>,\u00a0<a href=\"https:\/\/developer.nvidia.com\/blog\/tag\/metropolis\/\" target=\"_blank\" rel=\"noopener\">blog k\u1ef9 thu\u1eadt<\/a>\u00a0v\u00e0\u00a0<a href=\"https:\/\/resources.nvidia.com\/l\/en-us-metropolis-software-success-stories\" target=\"_blank\" rel=\"noopener\">case studies<\/a>, \u0111\u1ec3 th\u1ea5y Vision AI \u0111ang thay \u0111\u1ed5i th\u1ebf gi\u1edbi nh\u01b0 th\u1ebf n\u00e0o.<\/li>\n<\/ul>\n<p>\u0110\u0103ng k\u00fd\u00a0<a href=\"https:\/\/www.nvidia.com\/gtc\/\" target=\"_blank\" rel=\"noopener\">mi\u1ec5n ph\u00ed \u0111\u1ec3 tham d\u1ef1 GTC<\/a>\u00a0v\u00e0 xem\u00a0<a href=\"https:\/\/register.nvidia.com\/events\/widget\/nvidia\/gtcspring2023\/1675972091885001IklA\" target=\"_blank\" rel=\"noopener\">c\u00e1c phi\u00ean<\/a>\u00a0n\u00e0y \u0111\u1ec3 t\u00ecm hi\u1ec3u c\u00e1ch t\u0103ng t\u1ed1c ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng Vision AI v\u00e0 hi\u1ec3u nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a n\u00f3.<\/p>\n<p>Xem b\u00e0i <a href=\"https:\/\/youtu.be\/DiGB5uAYKAg\">ph\u00e1t bi\u1ec3u quan tr\u1ecdng<\/a>\u00a0t\u1ea1i GTC c\u1ee7a ng\u01b0\u1eddi s\u00e1ng l\u1eadp ki\u00eam Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh NVIDIA Jensen Huang.<\/p>\n<p><em>Theo\u00a0<\/em>NVIDIA<\/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=20978\">Ph\u00e2n t\u00edch video th\u00f4ng minh &#8211; Intelligent Video Analytics: T\u01b0\u01a1ng lai c\u1ee7a m\u1ecdi ng\u00e0nh<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=17896\">T\u1ed5ng quan v\u1ec1 Computer Vision &#8211; Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=12308\">AI on the Football: \u1ee8ng d\u1ee5ng Computer Vision \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a c\u1ea7u th\u1ee7<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=12051\">Computer Vision: M\u1ed9t s\u1ef1 d\u1ecbch chuy\u1ec3n s\u1eafp di\u1ec5n ra?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=5951\">Computer Vision &#8211; Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh l\u00e0 g\u00ec?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>H&#417;n 1.000 c&ocirc;ng ty chuy&#7875;n &#273;&#7893;i kh&ocirc;ng gian v&agrave; quy tr&igrave;nh c&#7911;a h&#7885; v&#7899;i Vision AI b&#7857;ng c&aacute;ch s&#7917; d&#7909;ng NVIDIA Metropolis, bao g&#7891;m c&aacute;c c&ocirc;ng c&#7909; d&agrave;nh cho nh&agrave; ph&aacute;t tri&#7875;n &#273;&#432;&#7907;c t&#7843;i xu&#7889;ng h&#417;n 1 tri&#7879;u l&#7847;n. V&#7899;i AI &#7903; &#273;i&#7875;m b&ugrave;ng ph&aacute;t, Th&#7883; gi&aacute;c m&aacute;y t&iacute;nh &#273;&#432;&#7907;c h&#7895; tr&#7907; AI (AI-enabled computer&#8230;<\/p>\n","protected":false},"author":29,"featured_media":15362,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[242,1030,1056,1057],"class_list":["post-15342","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-computer-vision","tag-gtc-2023","tag-metropolis","tag-vision-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>H\u1ec7 sinh th\u00e1i NVIDIA Metropolis m\u1edf r\u1ed9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u0103ng t\u1ed1c Vision AI - 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\/he-sinh-thai-nvidia-metropolis-mo-rong-voi-cac-cong-cu-phat-trien-tien-tien-de-tang-toc-vision-ai-p15342\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"H\u1ec7 sinh th\u00e1i NVIDIA Metropolis m\u1edf r\u1ed9ng v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u0103ng t\u1ed1c Vision AI - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"H&#417;n 1.000 c&ocirc;ng ty chuy&#7875;n &#273;&#7893;i kh&ocirc;ng gian v&agrave; quy tr&igrave;nh c&#7911;a h&#7885; v&#7899;i Vision AI b&#7857;ng c&aacute;ch s&#7917; d&#7909;ng NVIDIA Metropolis, bao g&#7891;m c&aacute;c c&ocirc;ng c&#7909; d&agrave;nh cho nh&agrave; ph&aacute;t tri&#7875;n &#273;&#432;&#7907;c t&#7843;i xu&#7889;ng h&#417;n 1 tri&#7879;u l&#7847;n. V&#7899;i AI &#7903; &#273;i&#7875;m b&ugrave;ng ph&aacute;t, Th&#7883; gi&aacute;c m&aacute;y t&iacute;nh &#273;&#432;&#7907;c h&#7895; tr&#7907; AI (AI-enabled computer...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/TheGioiMayChu-Blog-Image-metropolis-ecosystem.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"TGMC Blog\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" 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