{"id":843,"date":"2023-01-09T06:01:22","date_gmt":"2023-01-09T06:01:22","guid":{"rendered":"https:\/\/cpii-web-test01.azurewebsites.net\/?page_id=843"},"modified":"2025-01-20T17:07:33","modified_gmt":"2025-01-20T09:07:33","slug":"rp5-2","status":"publish","type":"page","link":"https:\/\/cpii.hk\/zh\/rp5-2\/","title":{"rendered":"RP5-2"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"843\" class=\"elementor elementor-843\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9caec0c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"9caec0c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:7.8,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0664248\" data-id=\"0664248\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-665e5bf elementor-nav-menu__align-center elementor-hidden-tablet elementor-hidden-mobile elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"665e5bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-underline e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-665e5bf\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1813\"><a href=\"https:\/\/cpii.hk\" class=\"elementor-item\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1308\"><a href=\"https:\/\/cpii.hk\/zh\/about\/\" class=\"elementor-item\">About<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1832\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/\" class=\"elementor-item\">R&#038;D Areas<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1833\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-1\/\" class=\"elementor-sub-item\">Program 1 \u2013 Visual Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1834\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-2\/\" class=\"elementor-sub-item\">Program 2 \u2013 Speech &#038; Language Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1835\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-3\/\" class=\"elementor-sub-item\">Program 3 \u2013 Vision- and Language-based Healthcare AI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1836\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-4\/\" class=\"elementor-sub-item\">Program 4 \u2013 Vision-based Urban Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1837\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-5\/\" class=\"elementor-sub-item\">Program 5 \u2013 AI-Enabled Design &#038; Automations<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-7750\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/\" class=\"elementor-item\">Inventions<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9949\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/ai-enhanced-weaving-based-freeform-sensing-interfaces\/\" class=\"elementor-sub-item\">AI-Based Personalized Design and Fabrication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7756\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/cpii-meeting-assistant-speech-to-summary\/\" class=\"elementor-sub-item\">CPII Meeting Assistant Speech to Summary<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9107\"><a href=\"https:\/\/cpii.hk\/zh\/cpii-chatdoc-master\/\" class=\"elementor-sub-item\">CPII ChatDoc Master<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8141\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/dysarthric-speech-reconstruction\/\" class=\"elementor-sub-item\">Dysarthric Speech Reconstruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7753\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/edge-ai-technologies-for-infrastructure-assisted-autonomous-driving\/\" class=\"elementor-sub-item\">Edge AI Technologies For Infrastructure-Assisted Autonomous Driving<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7754\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/femtosecond-projection-nanoprinter\/\" class=\"elementor-sub-item\">Femtosecond Projection Nanoprinter<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9950\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/flashlight-ai-search-on-video\/\" class=\"elementor-sub-item\">FlashLight: AI Search on Video<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8142\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/information-seeking-conversational-system\/\" class=\"elementor-sub-item\">Information-seeking Conversational System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9947\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/motion-i2v-consistent-and-controllable-image-to-video-generation-with-explicit-motion-modeling\/\" class=\"elementor-sub-item\">Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit\u00a0Motion\u00a0Modeling<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7752\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/smart-augmentative-and-alternative-communication\/\" class=\"elementor-sub-item\">Smart Augmentative and Alternative Communication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9948\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/the-first-controllable-cantonese-text-to-personalized-speech-generation-technology\/\" class=\"elementor-sub-item\">The First Controllable Cantonese Text-to-Personalized Speech Generation Technology<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1596\"><a href=\"https:\/\/cpii.hk\/zh\/news\/\" class=\"elementor-item\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1824\"><a href=\"https:\/\/cpii.hk\/zh\/publications\/\" class=\"elementor-item\">Publications<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4562\"><a href=\"https:\/\/cpii.hk\/zh\/join-us-2\/\" class=\"elementor-item\">Join Us<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1330\"><a href=\"https:\/\/cpii.hk\/zh\/contact-us\/\" class=\"elementor-item\">Contact Us<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-665e5bf\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1813\"><a href=\"https:\/\/cpii.hk\" class=\"elementor-item\" tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1308\"><a href=\"https:\/\/cpii.hk\/zh\/about\/\" class=\"elementor-item\" tabindex=\"-1\">About<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1832\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/\" class=\"elementor-item\" tabindex=\"-1\">R&#038;D Areas<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1833\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-1\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 1 \u2013 Visual Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1834\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-2\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 2 \u2013 Speech &#038; Language Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1835\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-3\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 3 \u2013 Vision- and Language-based Healthcare AI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1836\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-4\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 4 \u2013 Vision-based Urban Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1837\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-5\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 5 \u2013 AI-Enabled Design &#038; Automations<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-7750\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/\" class=\"elementor-item\" tabindex=\"-1\">Inventions<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9949\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/ai-enhanced-weaving-based-freeform-sensing-interfaces\/\" class=\"elementor-sub-item\" tabindex=\"-1\">AI-Based Personalized Design and Fabrication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7756\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/cpii-meeting-assistant-speech-to-summary\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CPII Meeting Assistant Speech to Summary<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9107\"><a href=\"https:\/\/cpii.hk\/zh\/cpii-chatdoc-master\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CPII ChatDoc Master<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8141\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/dysarthric-speech-reconstruction\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Dysarthric Speech Reconstruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7753\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/edge-ai-technologies-for-infrastructure-assisted-autonomous-driving\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Edge AI Technologies For Infrastructure-Assisted Autonomous Driving<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7754\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/femtosecond-projection-nanoprinter\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Femtosecond Projection Nanoprinter<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9950\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/flashlight-ai-search-on-video\/\" class=\"elementor-sub-item\" tabindex=\"-1\">FlashLight: AI Search on Video<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8142\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/information-seeking-conversational-system\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Information-seeking Conversational System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9947\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/motion-i2v-consistent-and-controllable-image-to-video-generation-with-explicit-motion-modeling\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit\u00a0Motion\u00a0Modeling<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7752\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/smart-augmentative-and-alternative-communication\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Smart Augmentative and Alternative Communication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9948\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/the-first-controllable-cantonese-text-to-personalized-speech-generation-technology\/\" class=\"elementor-sub-item\" tabindex=\"-1\">The First Controllable Cantonese Text-to-Personalized Speech Generation Technology<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1596\"><a href=\"https:\/\/cpii.hk\/zh\/news\/\" class=\"elementor-item\" tabindex=\"-1\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1824\"><a href=\"https:\/\/cpii.hk\/zh\/publications\/\" class=\"elementor-item\" tabindex=\"-1\">Publications<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4562\"><a href=\"https:\/\/cpii.hk\/zh\/join-us-2\/\" class=\"elementor-item\" tabindex=\"-1\">Join Us<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1330\"><a href=\"https:\/\/cpii.hk\/zh\/contact-us\/\" class=\"elementor-item\" tabindex=\"-1\">Contact Us<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e5ff6d elementor-widget elementor-widget-spacer\" data-id=\"0e5ff6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcbb252 elementor-widget elementor-widget-spacer\" data-id=\"fcbb252\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30d5a58 elementor-widget elementor-widget-heading\" data-id=\"30d5a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PROGRAM 5<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c9d448 elementor-widget elementor-widget-heading\" data-id=\"8c9d448\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-enabled design &amp; automation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf11ba0 elementor-widget elementor-widget-spacer\" data-id=\"bf11ba0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7138ac8 elementor-widget elementor-widget-spacer\" data-id=\"7138ac8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-74623d68 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"74623d68\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79c49777 elementor-hidden-tablet elementor-hidden-mobile elementor-invisible\" data-id=\"79c49777\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInLeft&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8e2dea5 elementor-widget elementor-widget-heading\" data-id=\"8e2dea5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RP5-2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-4737010 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"4737010\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-348b45a\" data-id=\"348b45a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ad9d90b elementor-widget elementor-widget-heading\" data-id=\"6ad9d90b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Machine-learning Enabled Automation Processes and Prototyping<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-75f471c\" data-id=\"75f471c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-54c8613 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"54c8613\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 2\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"Machine-learning Enabled Automation Processes and Prototyping_01\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzU1LCJ1cmwiOiJodHRwczpcL1wvY3BpaS5oa1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDFcL2hoLTEwLnBuZyIsInNsaWRlc2hvdyI6IjU0Yzg2MTMifQ%3D%3D\" href=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/hh-10.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/hh-10.png?fit=9243%2C5777&amp;ssl=1\" alt=\"Machine-learning Enabled Automation Processes and Prototyping_01\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"elementor-image-carousel-caption\">Machine-learning Enabled Automation Processes and Prototyping_01<\/figcaption><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 2\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"Default Kit\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzU2LCJ1cmwiOmZhbHNlLCJzbGlkZXNob3ciOiI1NGM4NjEzIn0%3D\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"\/wp-content\/uploads\/2023\/01\/hh-11.png\" alt=\"Default Kit\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 9243px; --smush-placeholder-aspect-ratio: 9243\/5776;\" \/><\/figure><\/a><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-cc36602 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"cc36602\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1a2c80b4 elementor-invisible\" data-id=\"1a2c80b4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInRight&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-69e6f6f5 elementor-widget elementor-widget-text-editor\" data-id=\"69e6f6f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dr. Shih-Chi Chen\u2019s team is focusing on implementing advanced artificial intelligence (AI) and machine-learning-based methods to the field of precision machine control and advanced manufacturing. Specifically, we have custom-developed a precision multi-layer roll-to-roll (R2R) printing system and two micro-additive manufacturing platforms, i.e., femtosecond projection two-photon lithography system and digital holography-based 3D printing system, to implement different AI methods. We expect the proposed method may significantly improve the system performance in terms of fabrication rate and resolution by automated system training and parameter optimization, and lower the cost by retiring expensive metrology components such as capacitance probes in precision machines. For example, in our multi-focus 3D printing system, hundreds of laser foci are parallelly and independently controlled to fabricate a design object with optimal laser exposure doses and fabrication trajectories, which cannot be achieved previously without substantial empirical studies and trial and errors. On the R2R platform, low-cost strain sensor arrays are installed on the system to realize deep-learning based multi-axis precision control, achieving 100 nm positioning precision without the need of parameter tuning.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-69fef2c elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"69fef2c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f7c0a9f\" data-id=\"f7c0a9f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f9b01f elementor-widget elementor-widget-spacer\" data-id=\"2f9b01f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-a9dd473 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"a9dd473\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3d10a55\" data-id=\"3d10a55\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-141b110 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"141b110\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/cpii.hk\/rd-areas\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to R&amp;D Areas<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c153a9d\" data-id=\"c153a9d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ca42863 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ca42863\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/cpii.hk\/rd-areas\/program-5\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to Program 5<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>PROGRAM 5 AI-enabled design &amp; automation RP5-2 Machine-learning Enabled Automation Processes and Prototyping Machine-learning Enabled Automation Processes and Prototyping_01 Dr. Shih-Chi Chen\u2019s team is focusing on implementing advanced artificial intelligence (AI) and machine-learning-based methods to the field of precision machine control and advanced manufacturing. Specifically, we have custom-developed a precision multi-layer roll-to-roll (R2R) printing system and two micro-additive manufacturing platforms, i.e., femtosecond projection two-photon lithography system and digital holography-based 3D printing system, to implement different AI methods. We expect the proposed method may significantly improve the system performance in terms of fabrication rate and resolution by automated system training and parameter optimization, and lower the cost by retiring expensive metrology components such as capacitance probes in precision machines. For example, in our multi-focus 3D printing system, hundreds of laser foci are parallelly and independently controlled to fabricate a design object with optimal laser exposure doses and fabrication trajectories, which cannot be achieved previously without substantial empirical studies and trial and errors. On the R2R platform, low-cost strain sensor arrays are installed on the system to realize deep-learning based multi-axis precision control, achieving 100 nm positioning precision without the need of parameter tuning. Back to R&amp;D Areas Back to Program 5<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_eb_attr":"","_crdt_document":"","footnotes":""},"class_list":["post-843","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"jetpack_shortlink":"https:\/\/wp.me\/PgfUj3-dB","_links":{"self":[{"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/pages\/843","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/comments?post=843"}],"version-history":[{"count":15,"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/pages\/843\/revisions"}],"predecessor-version":[{"id":10577,"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/pages\/843\/revisions\/10577"}],"wp:attachment":[{"href":"https:\/\/cpii.hk\/zh\/wp-json\/wp\/v2\/media?parent=843"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}