{"id":6312,"date":"2022-07-07T16:54:35","date_gmt":"2022-07-07T16:54:35","guid":{"rendered":"https:\/\/fit.ictu.edu.vn\/?p=6312"},"modified":"2023-05-11T03:34:41","modified_gmt":"2023-05-11T03:34:41","slug":"de-tai-nckh-cap-bo-thac-sy-pham-thi-lien-2","status":"publish","type":"post","link":"https:\/\/iit.ictu.edu.vn\/en\/de-tai-nckh-cap-bo-thac-sy-pham-thi-lien-2\/","title":{"rendered":"\u0110\u1ec1 t\u00e0i NCKH c\u1ea5p b\u1ed9 &#8211; Th\u1ea1c s\u1ef9 Ph\u1ea1m Th\u1ecb Li\u00ean"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6312\" class=\"elementor elementor-6312\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1f65b7e elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle none elementor-has-width\" data-id=\"1f65b7e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/youtu.be\\\/dXehgt05g8Q&quot;,&quot;background_video_start&quot;:21,&quot;background_video_end&quot;:55,&quot;background_play_on_mobile&quot;:&quot;yes&quot;,&quot;background_privacy_mode&quot;:&quot;yes&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-background-video-embed\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e3fad4d none\" data-id=\"e3fad4d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-884742e none elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"884742e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;rubberBand&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0110\u1ec1 t\u00e0i NCKH c\u1ea5p b\u1ed9<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fb399a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default none\" data-id=\"fb399a8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a3cbdcd none\" data-id=\"a3cbdcd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f79ed3a elementor-blockquote--skin-boxed elementor-blockquote--button-color-official none elementor-widget elementor-widget-blockquote\" data-id=\"f79ed3a\" data-element_type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tT\u00ean t\u00e1c gi\u1ea3: Th\u1ea1c s\u1ef9 Ph\u1ea1m Th\u1ecb Li\u00ean\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-198a6c8 elementor-tabs-view-horizontal none elementor-widget elementor-widget-tabs\" data-id=\"198a6c8\" data-element_type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2671\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-2671\" aria-expanded=\"false\">T\u00ean s\u00e1ng ki\u1ebfn<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2672\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2672\" aria-expanded=\"false\">T\u00f3m t\u1eaft n\u1ed9i dung s\u00e1ng ki\u1ebfn, t\u00ednh m\u1edbi, Th\u1eddi gian \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n, hi\u1ec7u qu\u1ea3 , ph\u1ea1m v\u1ecb \u1ea3nh h\u01b0\u1edfng<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-2671\" aria-expanded=\"false\">T\u00ean s\u00e1ng ki\u1ebfn<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2671\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2671\" tabindex=\"0\" hidden=\"false\"><ul><li>Ch\u1ee7 tr\u00ec s\u00e1ng ki\u1ebfn Nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n ph\u01b0\u01a1ng ph\u00e1p m\u00f4 h\u00ecnh h\u00f3a to\u00e1n h\u1ecdc \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ph\u00e2n l\u1edbp \u0111\u1ed1i t\u01b0\u1ee3ng d\u1ef1a tr\u00ean k\u1ef9 thu\u1eadt th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc s\u00e2u, \u1ee9ng d\u1ee5ng trong b\u00e0i to\u00e1n ph\u00e2n lo\u1ea1i c\u00e1c khuy\u1ebft t\u1eadt m\u1eb7t \u0111\u01b0\u1eddng.<\/li><li>\u0110ang \u0111\u1ee3i k\u1ebft qu\u1ea3 x\u00e9t s\u00e1ng ki\u1ebfn c\u1ea5p c\u01a1 s\u1edf, \u0111\u00e3 k\u00ea khai v\u00e0 g\u1eedi minh ch\u1ee9ng x\u00e9t c\u1ea5p c\u01a1 s\u1edf<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2672\" aria-expanded=\"false\">T\u00f3m t\u1eaft n\u1ed9i dung s\u00e1ng ki\u1ebfn, t\u00ednh m\u1edbi, Th\u1eddi gian \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n, hi\u1ec7u qu\u1ea3 , ph\u1ea1m v\u1ecb \u1ea3nh h\u01b0\u1edfng<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2672\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2672\" tabindex=\"0\" hidden=\"hidden\"><p class=\"MsoNormal\" style=\"margin:0cm;text-align:justify;line-height:normal;\ntab-stops:312.85pt\"><b>1. T\u00f3m t\u1eaft n\u1ed9i dung, t\u00ednh m\u1edbi: <o:p><\/o:p><\/b><\/p>\n\n<p class=\"MsoNormal\" style=\"margin:0cm;text-align:justify;line-height:normal;\ntab-stops:312.85pt\"><span style=\"background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">&#8211; T\u00f3m t\u1eaft\nn\u1ed9i dung: Nghi\u00ean c\u1ee9u k\u1ef9 thu\u1eadt ML v\u00e0 ph\u01b0\u01a1ng ph\u00e1p DL, th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh CNNs \u0111\u1ec3\ngi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ph\u00e2n l\u1edbp \u0111\u1ed1i t\u01b0\u1ee3ng, \u1ee9ng d\u1ee5ng x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh ph\u00e2n l\u1edbp\nc\u00e1c khuy\u1ebft t\u1eadt m\u1eb7t \u0111\u01b0\u1eddng. <o:p><\/o:p><\/span><\/p>\n\n<p class=\"MsoNormal\" style=\"margin:0cm;text-align:justify;line-height:normal;\ntab-stops:312.85pt\"><span style=\"background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">&#8211; T\u00ednh m\u1edbi:\n\u1eed d\u1ee5ng m\u00f4 h\u00ecnh CNNs, t\u1eadn d\u1ee5ng t\u00ednh n\u0103ng tr\u00edch ch\u1ecdn \u0111\u1eb7c tr\u01b0ng c\u1ee7a l\u1edbp t\u00edch ch\u1eadp\nv\u00e0 b\u1ed9 ph\u00e2n l\u1edbp \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ed3ng th\u1eddi. \u00dd t\u01b0\u1edfng h\u1ecdc c\u00f9ng l\u00fac \u0111\u1eb7c tr\u01b0ng v\u00e0 b\u1ed9\nph\u00e2n l\u1edbp c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 v\u1edbi nhau trong qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n v\u00e0 qu\u00e1 tr\u00ecnh ph\u00e2n l\u1edbp\nt\u00ecm ra c\u00e1c tham s\u1ed1 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c v\u00e9ct\u01a1 \u0111\u1eb7c tr\u01b0ng t\u00ecm \u0111\u01b0\u1ee3c t\u1eeb l\u1edbp t\u00edch ch\u1eadp v\u00e0\nng\u01b0\u1ee3c l\u1ea1i l\u1edbp t\u00edch ch\u1eadp \u0111i\u1ec1u ch\u1ec9nh c\u00e1c tham s\u1ed1 c\u1ee7a l\u1edbp t\u00edch ch\u1eadp \u0111\u1ec3 cho c\u00e1c\nv\u00e9ct\u01a1 \u0111\u1eb7c tr\u01b0ng thu \u0111\u01b0\u1ee3c l\u00e0 tuy\u1ebfn t\u00ednh ph\u00f9 h\u1ee3p v\u1edbi b\u1ed9 ph\u00e2n l\u1edbp c\u1ee7a l\u1edbp cu\u1ed1i\nc\u00f9ng. <o:p><\/o:p><\/span><\/p>\n\n<p class=\"MsoNormal\" style=\"margin:0cm;line-height:normal;tab-stops:312.85pt\"><b>2. Th\u1eddi gian \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n, hi\u1ec7u qu\u1ea3\n\u00e1p d\u1ee5ng, ph\u1ea1m vi \u1ea3nh h\u01b0\u1edfng:<o:p><\/o:p><\/b><\/p>\n\n<p class=\"MsoNormal\" style=\"margin:0cm;line-height:normal;tab-stops:312.85pt\">&#8211;\nTh\u1eddi gian \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n: 2021<o:p><\/o:p><\/p>\n\n<p class=\"MsoNormal\" style=\"margin:0cm;line-height:normal;tab-stops:312.85pt\">&#8211;\nHi\u1ec7u qu\u1ea3: \u0110\u1ea1t<o:p><\/o:p><\/p>\n\n<span style=\"font-size:13.0pt;line-height:130%;font-family:&quot;Times New Roman&quot;,serif;\nmso-fareast-font-family:Calibri;mso-ansi-language:EN-US;mso-fareast-language:\nVI;mso-bidi-language:AR-SA\">&#8211; Ph\u1ea1m v\u1ee5 \u1ea3nh h\u01b0\u1edfng: <span style=\"background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">L\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i<\/span><\/span><br><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ec1 t\u00e0i NCKH c\u1ea5p b\u1ed9 T\u00ean t\u00e1c gi\u1ea3: Th\u1ea1c s\u1ef9 Ph\u1ea1m Th\u1ecb Li\u00ean T\u00ean s\u00e1ng ki\u1ebfn T\u00f3m t\u1eaft n\u1ed9i dung s\u00e1ng ki\u1ebfn, t\u00ednh m\u1edbi, Th\u1eddi gian \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n, hi\u1ec7u qu\u1ea3 , ph\u1ea1m v\u1ecb \u1ea3nh h\u01b0\u1edfng T\u00ean s\u00e1ng ki\u1ebfn Ch\u1ee7 tr\u00ec s\u00e1ng ki\u1ebfn Nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n ph\u01b0\u01a1ng ph\u00e1p m\u00f4 h\u00ecnh h\u00f3a to\u00e1n h\u1ecdc [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":3767,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/posts\/6312"}],"collection":[{"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=6312"}],"version-history":[{"count":11,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/posts\/6312\/revisions"}],"predecessor-version":[{"id":8262,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/posts\/6312\/revisions\/8262"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/media\/3767"}],"wp:attachment":[{"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=6312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=6312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iit.ictu.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=6312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}