{"id":1588,"date":"2019-09-12T03:47:04","date_gmt":"2019-09-12T03:47:04","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/solution\/?p=1588"},"modified":"2019-09-12T04:02:51","modified_gmt":"2019-09-12T04:02:51","slug":"openvino-workflow-consolidation-tool","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/","title":{"rendered":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO"},"content":{"rendered":"<p>C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO (OpenVINO\u2122 Workflow Consolidation Tool &#8211; OWCT), c\u00f3 s\u1eb5n t\u1eeb QTS App Center, l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ecdc t\u1eadp s\u00e2u \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00e0nh d\u1ecbch v\u1ee5 suy lu\u1eadn \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n ph\u1ed1i OpenVINO\u2122 c\u1ee7a Intel\u00ae (T\u1ed1i \u01b0u h\u00f3a th\u1ecb gi\u00e1c v\u00e0 t\u1ed1i \u01b0u h\u00f3a m\u1ea1ng th\u1ea7n kinh) gi\u00fap ph\u00e2n ph\u1ed1i m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n th\u1ecb gi\u00e1n \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi AI.<\/p>\n<h3>\u0110\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn<\/h3>\n<p>\u0110\u00e0o t\u1ea1o tr\u1ef1c tuy\u1ebfn l\u00e0 khi h\u1ec7 th\u1ed1ng h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u hi\u1ec7n c\u00f3.\u00a0Th\u00f4ng tin suy lu\u1eadn l\u00e0 khi m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n h\u1eefu \u00edch v\u1edbi d\u1eef li\u1ec7u trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f01-img.png\" \/><\/p>\n<h3>B\u1ea3n ph\u00e2n ph\u1ed1i Intel\u00ae c\u1ee7a OpenVINO\u2122 Toolkit<\/h3>\n<p>B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO\u2122 gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n \u0111i\u1ec7n to\u00e1n th\u1ecb gi\u00e1c hi\u1ec7u n\u0103ng cao v\u00e0 deep learning, bi\u1ebfn ch\u00fang th\u00e0nh c\u00e1c \u1ee9ng d\u1ee5ng th\u1ecb gi\u00e1c.\u00a0N\u00f3 cho ph\u00e9p tri\u1ec3n khai deep learning tr\u00ean c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c b\u1eb1ng ph\u1ea7n c\u1ee9ng v\u00e0 th\u1ef1c hi\u1ec7n kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t d\u1ec5 d\u00e0ng tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng Intel\u00ae, bao g\u1ed3m CPU, GPU, FPGA v\u00e0 VPU.\u00a0C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh bao g\u1ed3m:<\/p>\n<ul>\n<li>B\u1ed9 c\u00f4ng c\u1ee5 tri\u1ec3n khai Deep Learning c\u1ee7a Intel\u00ae (C\u00f4ng c\u1ee5 suy lu\u1eadn v\u00e0 t\u1ed1i \u01b0u h\u00f3a model)<\/li>\n<li>C\u00e1c ch\u1ee9c n\u0103ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho OpenCV * v\u00e0 OpenVX *<\/li>\n<li>Cung c\u1ea5p h\u01a1n 15 m\u00e3 m\u1eabu v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc \u0111\u1ec3 d\u1ec5 d\u00e0ng tri\u1ec3n khai<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f02-img.jpg\" \/><\/p>\n<h3>Suy lu\u1eadn AI c\u1ee7a b\u1ea1n cho t\u1ea7m nh\u00ecn m\u00e1y t\u00ednh, b\u00e2y gi\u1edd tr\u1edf n\u00ean nhanh h\u01a1n!<\/h3>\n<p>Nh\u1eefng l\u1ee3i \u00edch ch\u00ednh c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO \u2122 (OWCT):<\/p>\n<h4>T\u0103ng t\u1ed1c<\/h4>\n<p>B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO \u2122 ch\u1ee9a m\u1ed9t th\u01b0 vi\u1ec7n ngu\u1ed3n m\u1edf gi\u00fap gi\u1ea3m th\u1eddi gian ph\u00e1t tri\u1ec3n v\u00e0 h\u1ee3p l\u00fd h\u00f3a suy lu\u1eadn h\u1ecdc t\u1eadp s\u00e2u v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ecbnh h\u01b0\u1edbng t\u1ea7m nh\u00ecn.<\/p>\n<h4>T\u1ed1i \u01b0u h\u00f3a<\/h4>\n<p>Tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a m\u00f4 h\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00e0nh bi\u1ec3u di\u1ec5n trung gian (IR) v\u00e0 th\u1ef1c hi\u1ec7n t\u1ed1i \u01b0u h\u00f3a c\u01a1 b\u1ea3n \u0111\u1ec3 suy lu\u1eadn hi\u1ec7u qu\u1ea3.<\/p>\n<h4>GUI<\/h4>\n<p>OWCT s\u1eed d\u1ee5ng GUI cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng s\u1eed d\u1ee5ng c\u00e1c kh\u1ea3 n\u0103ng c\u1ee7a OpenVINO \u2122, hi\u1ec3n th\u1ecb h\u00ecnh \u1ea3nh v\u00e0 t\u1ea3i xu\u1ed1ng k\u1ebft qu\u1ea3 suy lu\u1eadn.<\/p>\n<h3>Suy lu\u1eadn t\u1eebng b\u01b0\u1edbc v\u1edbi OWCT<\/h3>\n<p>OWCT h\u1ee3p nh\u1ea5t t\u1ea5t c\u1ea3 c\u00e1c t\u00ednh n\u0103ng c\u1ea7n thi\u1ebft c\u1ee7a OpenVINO \u2122 \u0111\u1ec3 gi\u00fap b\u1ea1n t\u1ea1o C\u00f4ng c\u1ee5 suy lu\u1eadn v\u00e0 xem x\u00e9t k\u1ebft qu\u1ea3 suy lu\u1eadn c\u1ee7a m\u00f4 h\u00ecnh.\u00a0Ch\u1ec9 c\u1ea7n l\u00e0m theo tr\u00ecnh h\u01b0\u1edbng d\u1eabn \u1ee9ng d\u1ee5ng v\u00e0 thi\u1ebft l\u1eadp m\u1ecdi th\u1ee9 ch\u1ec9 trong v\u00e0i b\u01b0\u1edbc!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f04-im.png\" \/><\/p>\n<h3>S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc \u0111\u1ec3 th\u00fac \u0111\u1ea9y ph\u00e1t tri\u1ec3n<\/h3>\n<p>B\u00ean c\u1ea1nh vi\u1ec7c t\u00ecm ki\u1ebfm ho\u1eb7c \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a ri\u00eang b\u1ea1n, b\u1ed9 c\u00f4ng c\u1ee5 OpenVINO \u2122 c\u0169ng cung c\u1ea5p c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a c\u1ee7a Intel\u00ae trong c\u00e1c \u1ee9ng d\u1ee5ng ng\u01b0\u1eddi d\u00f9ng, \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 C\u00f4ng c\u1ee5 suy lu\u1eadn.<\/p>\n<h4>S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc<\/h4>\n<p>B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO \u2122 bao g\u1ed3m hai b\u1ed9 m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a.\u00a0B\u1ea1n c\u00f3 th\u1ec3 th\u00eam c\u00e1c m\u00f4 h\u00ecnh n\u00e0y tr\u1ef1c ti\u1ebfp v\u00e0o m\u00f4i tr\u01b0\u1eddng c\u1ee7a b\u1ea1n v\u00e0 t\u0103ng t\u1ed1c ph\u00e1t tri\u1ec3n.<\/p>\n<h5>M\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc:<\/h5>\n<ul>\n<li>Nh\u1eadn d\u1ea1ng \u0111\u1ed9 tu\u1ed5i &amp; gi\u1edbi t\u00ednh<\/li>\n<li>Ng\u00e3 t\u01b0<\/li>\n<li>X\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed \u0111\u1ea7u<\/li>\n<li>H\u00e0ng r\u00e0o an ninh<\/li>\n<li>Nh\u1eadn d\u1ea1ng \u0111\u1eb7c \u0111i\u1ec3m ph\u01b0\u01a1ng ti\u1ec7n<\/li>\n<li>\u2026 v\u00e0 h\u01a1n th\u1ebf n\u1eefa<\/li>\n<\/ul>\n<h4>S\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o c\u1ee7a b\u1ea1n<\/h4>\n<p>Nh\u1eadp c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o c\u1ee7a ri\u00eang b\u1ea1n \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u01b0u h\u00f3a t\u1eeb C\u00f4ng c\u1ee5 t\u1ed1i \u01b0u h\u00f3a v\u00e0 suy lu\u1eadn m\u00f4 h\u00ecnh, do \u0111\u00f3, cu\u1ed1i c\u00f9ng b\u1ea1n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng suy lu\u1eadn v\u1ec1 t\u1ea7m nh\u00ecn m\u00e1y t\u00ednh tr\u00ean c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac Intel\u00ae hi\u1ec7n t\u1ea1i v\u00e0 trong t\u01b0\u01a1ng lai \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u AI c\u1ee7a b\u1ea1n.\u00a0B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO \u2122 ho\u1ea1t \u0111\u1ed9ng v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc s\u1eed d\u1ee5ng \u0111\u1ecbnh d\u1ea1ng Caffe ho\u1eb7c TensorFlow.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f02-img.jpg\" alt=\"\" \/><\/p>\n<h3>QNAP NAS l\u00e0 m\u00e1y ch\u1ee7 suy lu\u1eadn<\/h3>\n<p>B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO\u2122 m\u1edf r\u1ed9ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c tr\u00ean ph\u1ea7n c\u1ee9ng Intel\u00ae (bao g\u1ed3m c\u1ea3 m\u00e1y gia t\u1ed1c) v\u00e0 t\u1ed1i \u0111a h\u00f3a hi\u1ec7u su\u1ea5t.\u00a0Khi \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u1edbi C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO \u2122, QNAP NAS d\u1ef1a tr\u00ean Intel\u00ae tr\u00ecnh b\u00e0y m\u1ed9t M\u00e1y ch\u1ee7 suy lu\u1eadn l\u00fd t\u01b0\u1edfng h\u1ed7 tr\u1ee3 c\u00e1c t\u1ed5 ch\u1ee9c nhanh ch\u00f3ng x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng suy lu\u1eadn.\u00a0Cung c\u1ea5p m\u1ed9t c\u00f4ng c\u1ee5 t\u1ed1i \u01b0u h\u00f3a v\u00e0 suy lu\u1eadn m\u00f4 h\u00ecnh, b\u1ed9 c\u00f4ng c\u1ee5 OpenVINO \u2122 r\u1ea5t d\u1ec5 s\u1eed d\u1ee5ng v\u00e0 linh ho\u1ea1t cho th\u1ecb gi\u00e1c m\u00e1y t\u00ednh hi\u1ec7u su\u1ea5t cao, \u0111\u1ed9 tr\u1ec5 th\u1ea5p gi\u00fap c\u1ea3i thi\u1ec7n suy lu\u1eadn h\u1ecdc t\u1eadp s\u00e2u.\u00a0C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI c\u00f3 th\u1ec3 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean NAS QNAP \u0111\u1ec3 suy lu\u1eadn v\u00e0 c\u00e0i \u0111\u1eb7t c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c ph\u1ea7n c\u1ee9ng d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng Intel\u00ae \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed1i \u01b0u \u0111\u1ec3 ch\u1ea1y suy lu\u1eadn.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f05-img.png\" \/><\/p>\n<h3>C\u00f4ng c\u1ee5 suy lu\u1eadn d\u1ec5 qu\u1ea3n l\u00fd<\/h3>\n<p><video src=\"https:\/\/www.qnap.com\/video\/OpenVINO\/01.mp4\" loop=\"loop\" muted=\"\" width=\"300\" height=\"150\" data-mce-fragment=\"1\"><\/video><\/p>\n<p><video src=\"https:\/\/www.qnap.com\/video\/OpenVINO\/02.mp4\" loop=\"loop\" muted=\"\" width=\"300\" height=\"150\" data-mce-fragment=\"1\"><\/video><\/p>\n<section id=\"accelerators\" class=\"sqfk-section sqfk-level-sync\" data-sqfkls-adj=\"30\">\n<div class=\"sqfk-container\">\n<h3>C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u1edbi accelerator card<\/h3>\n<p>B\u1ed9 c\u00f4ng c\u1ee5 OpenVINO\u2122 h\u1ed7 tr\u1ee3 th\u1ef1c thi kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t tr\u00ean c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (CPU, GPU, FPGA v\u00e0 VPU) b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng API chung \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u1ee5 th\u1ec3 cho thi\u1ebft b\u1ecb.<\/p>\n<ul>\n<li>\n<h4>Accelerator:\u00a0Mustang-F100-A10<\/h4>\n<ul>\n<li>Intel\u00ae Arria\u00ae 10 GX 1150 FPGA<\/li>\n<li>PCIe 3.0 x8<\/li>\n<li>C\u1ea5u h\u00ecnh th\u1ea5p, k\u00edch th\u01b0\u1edbc m\u1ed9t n\u1eeda, khe \u0111\u00f4i<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f07-1.png\" alt=\"\" \/><\/li>\n<li>\n<h4>VPU Accelerator:\u00a0Mustang-V100-MX8<\/h4>\n<ul>\n<li>Gi\u1ea3i ph\u00e1p Intel\u00ae Movidius \u2122<\/li>\n<li>VPU My My \u2122 \u2122 X<\/li>\n<li>PCIe 2.0 x4<\/li>\n<li>C\u1ea5u h\u00ecnh th\u1ea5p, k\u00edch th\u01b0\u1edbc m\u1ed9t n\u1eeda, khe \u0111\u01a1n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/f07-2.png\" alt=\"\" \/><\/li>\n<\/ul>\n<hr \/>\n<h4>Ch\u00fa th\u00edch:<\/h4>\n<ol>\n<li>QTS 4.4.0 (ho\u1eb7c m\u1edbi h\u01a1n) v\u00e0 OWCT v1.1.0 \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u cho NAS QNAP.<\/li>\n<li>\u0110\u1ec3 s\u1eed d\u1ee5ng t\u00ednh to\u00e1n th\u1ebb \u0111\u1ed3 h\u1ecda tr\u00ean NAS QNAP, ch\u1ee9c n\u0103ng chuy\u1ec3n qua VM s\u1ebd b\u1ecb t\u1eaft.\u00a0\u0110\u1ec3 tr\u00e1nh m\u1ea5t d\u1eef li\u1ec7u ti\u1ec1m \u1ea9n, h\u00e3y \u0111\u1ea3m b\u1ea3o r\u1eb1ng t\u1ea5t c\u1ea3 c\u00e1c t\u00e1c v\u1ee5 NAS \u0111ang di\u1ec5n ra \u0111\u00e3 k\u1ebft th\u00fac tr\u01b0\u1edbc khi kh\u1edfi \u0111\u1ed9ng l\u1ea1i.<\/li>\n<li>Ho\u00e0n th\u00e0nh c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 (Xem th\u00eam\u00a0<a href=\"https:\/\/www.qnap.com\/go\/app_releasenotes\/list.php?app_choose=OWCT\" target=\"_blank\" rel=\"noopener\">OWCT Release Notes<\/a>\u00a0)\n<ul>\n<li>TVS-x72XT: CPU, iGD, VPU (L\u01b0u \u00fd: TVS-472XT kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3)<\/li>\n<li>TVS-x72XU: CPU, iGD, FPGA, VPU<\/li>\n<li>TS-x82: CPU, iGD, FPGA, VPU<\/li>\n<li>TS-x83: CPU, FPGA, VPU<\/li>\n<li>TS-x85: CPU, FPGA, VPU<\/li>\n<li>TS-x88: CPU, FPGA, VPU<\/li>\n<li>TS-x89U: CPU, FPGA, VPU<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO (OpenVINO\u2122 Workflow Consolidation Tool &#8211; OWCT), c\u00f3 s\u1eb5n t\u1eeb QTS App Center, l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ecdc t\u1eadp s\u00e2u \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00e0nh d\u1ecbch v\u1ee5 suy lu\u1eadn \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n ph\u1ed1i OpenVINO\u2122 c\u1ee7a Intel\u00ae (T\u1ed1i<\/p>\n","protected":false},"author":1,"featured_media":1596,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[78,55],"tags":[34,79,20],"class_list":["post-1588","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-internet-of-things","category-qnap","tag-iot","tag-openvino","tag-qnap"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT<\/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\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT\" \/>\n<meta property=\"og:description\" content=\"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO (OpenVINO\u2122 Workflow Consolidation Tool &#8211; OWCT), c\u00f3 s\u1eb5n t\u1eeb QTS App Center, l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ecdc t\u1eadp s\u00e2u \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00e0nh d\u1ecbch v\u1ee5 suy lu\u1eadn \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n ph\u1ed1i OpenVINO\u2122 c\u1ee7a Intel\u00ae (T\u1ed1i\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/\" \/>\n<meta property=\"og:site_name\" content=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT\" \/>\n<meta property=\"article:published_time\" content=\"2019-09-12T03:47:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-09-12T04:02:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Vanito Hoang\" \/>\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=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/#\\\/schema\\\/person\\\/1d4398131026329c3f3b67df05a7df21\"},\"headline\":\"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO\",\"datePublished\":\"2019-09-12T03:47:04+00:00\",\"dateModified\":\"2019-09-12T04:02:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/\"},\"wordCount\":1596,\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg\",\"keywords\":[\"iot\",\"openvino\",\"qnap\"],\"articleSection\":[\"Internet of Things\",\"QNAP\"],\"inLanguage\":\"vi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/\",\"name\":\"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg\",\"datePublished\":\"2019-09-12T03:47:04+00:00\",\"dateModified\":\"2019-09-12T04:02:51+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/#\\\/schema\\\/person\\\/1d4398131026329c3f3b67df05a7df21\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg\",\"width\":1024,\"height\":512},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/vendor\\\/qnap\\\/openvino-workflow-consolidation-tool-p1588\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/#website\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/\",\"name\":\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT\",\"description\":\"H\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, l\u01b0u tr\u1eef doanh nghi\u1ec7p, AI, \u0111i\u1ec7n to\u00e1n hi\u1ec7u n\u0103ng cao\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/#\\\/schema\\\/person\\\/1d4398131026329c3f3b67df05a7df21\",\"name\":\"Vanito Hoang\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g\",\"caption\":\"Vanito Hoang\"},\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/solution\\\/author\\\/vanito\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT","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:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/","og_locale":"vi_VN","og_type":"article","og_title":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT","og_description":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO (OpenVINO\u2122 Workflow Consolidation Tool &#8211; OWCT), c\u00f3 s\u1eb5n t\u1eeb QTS App Center, l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ecdc t\u1eadp s\u00e2u \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00e0nh d\u1ecbch v\u1ee5 suy lu\u1eadn \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi B\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n ph\u1ed1i OpenVINO\u2122 c\u1ee7a Intel\u00ae (T\u1ed1i","og_url":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/","og_site_name":"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT","article_published_time":"2019-09-12T03:47:04+00:00","article_modified_time":"2019-09-12T04:02:51+00:00","og_image":[{"width":1024,"height":512,"url":"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg","type":"image\/jpeg"}],"author":"Vanito Hoang","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Vanito Hoang","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"8 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/solution\/#\/schema\/person\/1d4398131026329c3f3b67df05a7df21"},"headline":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO","datePublished":"2019-09-12T03:47:04+00:00","dateModified":"2019-09-12T04:02:51+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/"},"wordCount":1596,"image":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg","keywords":["iot","openvino","qnap"],"articleSection":["Internet of Things","QNAP"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/","url":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/","name":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO - Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/solution\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg","datePublished":"2019-09-12T03:47:04+00:00","dateModified":"2019-09-12T04:02:51+00:00","author":{"@id":"https:\/\/thegioimaychu.vn\/solution\/#\/schema\/person\/1d4398131026329c3f3b67df05a7df21"},"breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg","contentUrl":"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2019\/09\/OpenVINO\u2122-Toolkit-and-FPGAs-1-1024x5121.jpg","width":1024,"height":512},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/solution\/vendor\/qnap\/openvino-workflow-consolidation-tool-p1588\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/thegioimaychu.vn\/solution\/"},{"@type":"ListItem","position":2,"name":"C\u00f4ng c\u1ee5 h\u1ee3p nh\u1ea5t quy tr\u00ecnh l\u00e0m vi\u1ec7c OpenVINO"}]},{"@type":"WebSite","@id":"https:\/\/thegioimaychu.vn\/solution\/#website","url":"https:\/\/thegioimaychu.vn\/solution\/","name":"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng CNTT","description":"H\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, l\u01b0u tr\u1eef doanh nghi\u1ec7p, AI, \u0111i\u1ec7n to\u00e1n hi\u1ec7u n\u0103ng cao","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thegioimaychu.vn\/solution\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Person","@id":"https:\/\/thegioimaychu.vn\/solution\/#\/schema\/person\/1d4398131026329c3f3b67df05a7df21","name":"Vanito Hoang","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/secure.gravatar.com\/avatar\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/040206f315bb149e13734430bbbdbc0e67514d417b03cd796ea0eef54a6114aa?s=96&d=mm&r=g","caption":"Vanito Hoang"},"url":"https:\/\/thegioimaychu.vn\/solution\/author\/vanito\/"}]}},"_links":{"self":[{"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/posts\/1588","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/comments?post=1588"}],"version-history":[{"count":3,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/posts\/1588\/revisions"}],"predecessor-version":[{"id":1599,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/posts\/1588\/revisions\/1599"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/media\/1596"}],"wp:attachment":[{"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/media?parent=1588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/categories?post=1588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/solution\/wp-json\/wp\/v2\/tags?post=1588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}