{"id":990110,"date":"2025-02-05T17:18:10","date_gmt":"2025-02-05T08:18:10","guid":{"rendered":"https:\/\/quber.net\/?page_id=990110"},"modified":"2025-02-25T15:43:42","modified_gmt":"2025-02-25T06:43:42","slug":"ondeviceai","status":"publish","type":"page","link":"https:\/\/quber.net\/index.php\/solutions\/ondeviceai\/","title":{"rendered":"On Device AI"},"content":{"rendered":"<div class=\"vgblk-rw-wrapper limit-wrapper\">\n\n\t\n\t\t\t<!-- START tt_sol_ai REVOLUTION SLIDER 6.6.16 --><p class=\"rs-p-wp-fix\"><\/p>\n\t\t\t<rs-module-wrap id=\"rev_slider_5_1_wrapper\" data-source=\"gallery\" style=\"visibility:hidden;background:transparent;padding:0;margin:0px auto;margin-top:0;margin-bottom:0;\">\n\t\t\t\t<rs-module id=\"rev_slider_5_1\" style=\"\" data-version=\"6.6.16\">\n\t\t\t\t\t<rs-slides style=\"overflow: hidden; position: absolute;\">\n\t\t\t\t\t\t<rs-slide style=\"position: absolute;\" data-key=\"rs-11\" data-title=\"Slide\" data-anim=\"ms:10;\" data-in=\"o:1;\" data-out=\"a:false;\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" src=\"\/\/quber.net\/wp-content\/plugins\/revslider\/public\/assets\/assets\/dummy.png\" alt=\"\" title=\"\ud5e4\ub4dc \uc774\ubbf8\uc9c02 1\" width=\"1967\" height=\"579\" class=\"rev-slidebg tp-rs-img rs-lazyload\" data-lazyload=\"\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud5e4\ub4dc-\uc774\ubbf8\uc9c02-1.png\" data-no-retina>\n<!--\n\t\t\t\t\t\t\t--><rs-layer\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-11-layer-0\" \n\t\t\t\t\t\t\t\tdata-type=\"text\"\n\t\t\t\t\t\t\t\tdata-color=\"#1cbbce\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"xo:3px,3px,3px,20px;yo:181px,181px,181px,110px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:20,20,20,24;l:25,25,25,20;ls:6px,6px,6px,1px;fw:500;\"\n\t\t\t\t\t\t\t\tdata-padding=\"t:4,4,4,6;r:4,4,4,6;b:4,4,4,6;l:10,10,10,6;\"\n\t\t\t\t\t\t\t\tdata-border=\"bos:solid;boc:#1cbbce;bow:1px,1px,1px,1px;bor:3px,3px,3px,3px;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:-50,-50,-50,-19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"sp:740;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;sR:8260;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:6;font-family:'Rubik';\"\n\t\t\t\t\t\t\t>SOLUTIONS \n\t\t\t\t\t\t\t<\/rs-layer><!--\n\n\t\t\t\t\t\t\t--><rs-layer\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-11-layer-4\" \n\t\t\t\t\t\t\t\tdata-type=\"text\"\n\t\t\t\t\t\t\t\tdata-tsh=\"h:4px,4px,4px,1px;v:4px,4px,4px,1px;b:20px,20px,20px,7px;\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"xo:0,0,0,20px;y:m;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:66,66,66,60;l:60;ls:-1px,-1px,-1px,0px;fw:300;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:-50,-50,-50,-19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"sp:1000;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;sR:8000;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:7;font-family:'Rubik';\"\n\t\t\t\t\t\t\t>On Device AI  \n\t\t\t\t\t\t\t<\/rs-layer><!--\n\n\t\t\t\t\t\t\t--><rs-layer\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-11-layer-5\" \n\t\t\t\t\t\t\t\tdata-type=\"text\"\n\t\t\t\t\t\t\t\tdata-color=\"#cccccc\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"xo:4px,4px,4px,20px;yo:308px,308px,308px,222px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:20,20,20,30;l:25,25,25,30;fw:300;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:-50,-50,-50,-19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"st:250;sp:720;sR:250;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;sR:8030;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:8;font-family:'Noto Sans KR';\"\n\t\t\t\t\t\t\t>\uc194\ub8e8\uc158 \/ On Device AI Solution \n\t\t\t\t\t\t\t<\/rs-layer><!--\n-->\t\t\t\t\t\t<\/rs-slide>\n\t\t\t\t\t<\/rs-slides>\n\t\t\t\t<\/rs-module>\n\t\t\t\t<script>\n\t\t\t\t\tsetREVStartSize({c: 'rev_slider_5_1',rl:[1240,1240,1240,480],el:[520,520,520,360],gw:[1240,1240,1240,480],gh:[520,520,520,360],type:'hero',justify:'',layout:'fullwidth',mh:\"0\"});if (window.RS_MODULES!==undefined && window.RS_MODULES.modules!==undefined && 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https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\ub85c\uace0_2-300x65.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\ub85c\uace0_2-630x137.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\ub85c\uace0_2-420x91.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\ub85c\uace0_2-315x69.png 315w\" \/>\t\t\t\t\t\t\t\n\t\ud050\ubc84\ub294 \ud074\ub77c\uc6b0\ub4dc\ub098 \uc6d0\uaca9 \uc11c\ubc84\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub514\ubc14\uc774\uc2a4 \uc790\uccb4 \ud558\ub4dc\uc6e8\uc5b4\ub97c \ud65c\uc6a9\ud574\uc11c AI \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 \uc628\ub514\ubc14\uc774\uc2a4(On-device) AI SoC \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<br \/>\n\ud050\ubc84\uc758 Quantum AI \uc194\ub8e8\uc158\uc740 AI\uae30\uc220\uacfc IoT\ub97c \uc735\ud569\ud55c \ucd5c\uc801\uc758 AI SoC \ud50c\ub7ab\ud3fc\uc744 \uad6c\ud604\ud574 \uc2a4\ub9c8\ud2b8 \ud648\uc5d0\uc11c \ubd80\ud130 \uc0b0\uc5c5\uc6a9 AIoT\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 AI\uc81c\ud488\uc5d0 \uc801\uc6a9\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n\ud050\ubc84\uc758 AI SoC \ud50c\ub7ab\ud3fc\uc774 \ud0d1\uc7ac\ub41c AI\uc81c\ud488\ub4e4\uc740 \uae30\uc5c5\uc5d0\uac8c\ub294 \uc0c8\ub86d\uace0 \ucc28\ubcc4\ud654\ub41c \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc744, \uace0\uac1d\uc5d0\uac8c\ub294 \ucd5c\uace0\uc758 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<br \/>\n\uc774\ub97c \ud1b5\ud574 \ud050\ubc84\ub294 AI\uae30\ubc18\uc758 \ucd08\uc5f0\uacb0 \uc2dc\ub300\ub97c \uc120\ub3c4\ud558\uac8c \ub420\uac83 \uc555\ub2c8\ub2e4.\n<h3>\n\t\t\ud050\ubc84\uc758 Quantum AI\ub294 \ud050\ubc84\uc758 \ub2e4\uc591\ud55c \uae30\uc220\uc801 \ub178\ud558\uc6b0\uc758 \uacb0\uc815\uccb4 \uc785\ub2c8\ub2e4.\n\t<\/h3>\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187.png\" alt=\"Frame 187\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 187\" onerror=\"this.style.display='none'\"  sizes=\"(max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-187-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n<h3>\n\t\t\ud004\ucef4(Qualcomm)\uc758 Engineering \ud30c\ud2b8\ub108   \n\t<\/h3>\n\t<p>\ud050\ubc84\ub294 \ud004\ucef4(Qualcomm)\uc758 \uacf5\uc2dd \ub514\uc790\uc778 \ud558\uc6b0\uc2a4\ub85c\uc11c \ud004\ucef4\uc758 AIoT\uc6a9 CPU\ub97c \uae30\ubc18\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \ud544\uc694\ud55c AI SoC \ud50c\ub7ab\ud3fc\uc744 \ub514\uc790\uc778\ud558\uace0 \uac1c\ubc1c\ud574 \uacf5\uae09\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd08\uc5f0\uacb0\uc131(Hyperconnectivity), \ucd08\uc9c0\ub2a5\uc131(Superintelligence), \ucd08\uc735\ud569\uc131(Hyperconvergence)\uc744 \ud2b9\uc9d5\uc73c\ub85c \ud558\ub294 AIoT \uc2dc\uc7a5\uc5d0\uc11c \uc0dd\uc0b0\ub418\ub294 \ub2e4\uc591\ud55c \uc81c\ud488\uc5d0 \ud050\ubc84\uac00 \ub514\uc790\uc778\ud558\uace0 \uac1c\ubc1c\ud558\ub294 AI SoC \ud50c\ub7ab\ud3fc\uc774 \ud0d1\uc7ac\ub418\uc5b4 \uae30\uc220\uc774 \uace0\uac1d\uc758 \uc0dd\ud65c\uc744 \ub354\uc6b1\ub354 \uc724\ud0dd\ud558\uac8c \ud558\ub294 \uc81c\ud488\uc73c\ub85c \ud0c4\uc0dd\ub418\uc5b4 \uace0\uac1d\uacfc \ub9cc\ub098\uac8c \ud558\ub294 \ubbf8\uc158\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uc218\ud589\ud560 \uac83 \uc785\ub2c8\ub2e4.<\/p>\n<h3>\n\t\t\ub2e4\uc591\ud55c Chipset \ubc0f \uc81c\ud488\uc758 \ud48d\ubd80\ud55c \uacbd\ud5d8\n\t<\/h3>\n\t<p>\ud050\ubc84\ub294 2015\ub144 \ubd80\ud130 Broadcast, \uc74c\uc131\ud615 AI, Smart Device \ub4f1\uc758 \uc601\uc5ed\uc5d0\uc11c \ub2e4\uc591\ud55c Vendor\ub4e4\uc758 Chipset\uc744 \uae30\ubc18\uc73c\ub85c \ud074\ub77c\uc774\uc5b8\ud2b8\uac00 \uc6d0\ud558\ub294 \uc81c\ud488\uc744 \uac1c\ubc1c\ud574 \uacf5\uae09\ud574 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ud050\ubc84\uc758 \ub178\ud558\uc6b0\ub294 On-Device AI \uc194\ub8e8\uc158\uc73c\ub85c \uc9d1\ub300\uc131\ub418\uc5b4, AIoT \uc2dc\uc7a5\uc5d0\uc11c \ud544\uc694\ud55c \uc5b4\ub5a0\ud55c \uc81c\ud488\uc5d0\ub3c4 \ucd5c\uc801\ud654\ud558\uc5ec \uc801\uc6a9\ub420 \uc218 \uc788\ub294 \ucd5c\uace0\uc758 AI \uc194\ub8e8\uc158\uacfc \ud50c\ub7ab\ud3fc\uc744 \uacf5\uae09\ud560 \uc218 \uc788\ub294 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189.png\" alt=\"Frame 189\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 189\" onerror=\"this.style.display='none'\"  sizes=\"(max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-189-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190.png\" alt=\"Frame 190\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 190\" onerror=\"this.style.display='none'\"  sizes=\"auto, (max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-190-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n<h3>\n\t\t\ucd5c\uace0\uc758 Android \uc784\ubca0\ub514\ub4dc S\/W \uac1c\ubc1c \uae30\uc220\n\t<\/h3>\n\t<p>\ud050\ubc84\ub294 Android\uc758 \uc5ed\uc0ac\uc640 \ud568\uaed8\ud574 \uc654\uc73c\uba70, \uc138\uacc4 \ucd5c\ucd08\ub85c Android \uc14b\ud1b1\ubc15\uc2a4\ub97c \uac1c\ubc1c\ud55c \uad6d\ub0b4 \ucd5c\uace0\uc758 Android \uc804\ubb38 \uae30\uc220\uadf8\ub8f9\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud050\ubc84\uc758 Android \uc784\ubca0\ub514\ub4dc \uae30\uc220\uc740 AI SoC \ud50c\ub7ab\ud3fc\uc774 \ucd5c\uac15\uc758 \ud37c\ud3ec\uba3c\uc2a4\uc640 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uac8c \ud558\ub294 \uc6d0\ub3d9\ub825\uc774 \ub420\uac83 \uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud050\ubc84\uc758 \uae30\uc220\uc740 \uc5b4\uc81c\uc640 \ub2e4\ub978 \uc624\ub298, \uc624\ub298\uacfc \ub2e4\ub978 \ub0b4\uc77c\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\t\t\t\t\t\t\t<img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c.png\" alt=\"\ud000\ud140 \uc18c\uac1c\" itemprop=\"image\" height=\"166\" width=\"762\" title=\"\ud000\ud140 \uc18c\uac1c\" onerror=\"this.style.display='none'\"  sizes=\"auto, (max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c.png 762w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c-300x65.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c-630x137.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c-420x91.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/\ud000\ud140-\uc18c\uac1c-315x69.png 315w\" \/>\t\t\t\t\t\t\t\n\t<p>\ud050\ubc84\uc758 Quantum AI\ub294 \uc5b4\ub5a4 \uc81c\ud488\uc774\ub77c\ub3c4 On-Device AI\uac00 \ucd5c\uc801\ud654\ub418\uc5b4 \uad6c\ud604\ub420 \uc218 \uc788\ub294 \ucd5c\uace0\uc758 \uae30\uc220\uacfc \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\n\t\t\ud050\ubc84\uc758 Quantum AI\ub294 On-Device AI \uc2dc\uc7a5\uc5d0\uc11c \uc6d0\ud558\ub294 \uae30\uc220\uacfc \uc194\ub8e8\uc158\uc73c\ub85c \ub9cc\ub098\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\t<\/h3>\n<h4>\n\tQuantum AI SoC, AI Middleware\n\t<\/h4>\n\t\t\t\t\t\t\t<img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184.png\" alt=\"Frame 184\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 184\" onerror=\"this.style.display='none'\"  sizes=\"auto, (max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-184-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n<h3>\n\t\tOn-Device AI\ub97c \uc704\ud55c \ucd5c\uc0c1\uc758 SoC \uad6c\ud604\n\t<\/h3>\n\t\ud050\ubc84\uc758 Quantum AI\ub294 \ud004\ucef4 CPU\ub97c \ud544\ub450\ub85c \ub2e4\uc591\ud55c Chipset\uc744 \uae30\ubc18\uc73c\ub85c CPU,GPU,NPU,TPU\uc758 Hardware Layer\ub97c \ud3ec\ud568\ud574 Firmware &amp; Operating System, Model &amp; Algorithm \ub4f1\uc758 Layer\uae4c\uc9c0 \ud074\ub77c\uc774\uc5b8\ud2b8\uc758 \uc81c\ud488\uc5d0 \ud544\uc694\ud55c<br \/>\n\ucd5c\uc0c1\uc758 On-Device AI SoC\ub97c \uac1c\ubc1c\ud574 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\ud050\ubc84\uc740 On-Device AI SoC\uc5d0\uc11c Pre-Processing \ubc0f H\/W \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 Application\uae4c\uc9c0 \ucd5c\uc0c1\uc758 Post-Processing\uc73c\ub85c \uc774\uc5b4\uc9c0\uac8c \ud558\ub294 \ud575\uc2ec\uc801\uc778 Embedded AI Middleware\ub97c \uacf5\uae09\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n\ud050\ubc84\ub294 \uc138\uacc4 \ucd5c\ucd08 AI \uc74c\uc131 \uc778\uc2dd \uc14b\ud1b1\ubc15\uc2a4 \uac1c\ubc1c\ud558\ub294 \ub4f1 \ub2e4\uc591\ud55c \uc81c\ud488\uc5d0 \ud575\uc2ec\uc801\uc778 Middleware\ub97c \uacf5\uae09\ud574 \uc654\uc73c\uba70, \uc774\ub294 On-Device AI \uc2dc\uc7a5\uc5d0\uc11c No1. Embedded AI Middle ware Provider\ub85c\uc11c \ud3ec\uc9c0\uc154\ub2dd \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n\ud050\ubc84\uc758 Quantum AI Middleware\ub294 \uac00\uc7a5 \uc548\uc815\uc801\uc774\uace0 \ub6f0\uc5b4\ub09c \ud37c\ud3ec\uba3c\uc2a4\ub97c \uc704\ud55c<br \/>\n\ucd5c\uace0\uc758 \uc120\ud0dd\uc774 \ub420 \uac83 \uc785\ub2c8\ub2e4.\n<h4>\n\tQuantum On-Device sLLM\n\t<\/h4>\n\t\t\t\t\t\t\t<img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185.png\" alt=\"Frame 185\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 185\" onerror=\"this.style.display='none'\"  sizes=\"auto, (max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-185-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n<h3>\n\t\t\ucd5c\uc801\uc758 AI Framework \uad6c\ud604\n\t<\/h3>\n\t<p>\ud050\ubc84\ub294 \ud2b9\uc815 Domain\uc5d0 \ub9de\uac8c \ud559\uc2b5\ub418\uc5b4 \uc815\ud655\ub3c4 \ub192\uc740 AI \uc778\ud130\ub799\uc158\uc744 \uc9c0\uc6d0\ud558\ub294 \ud050\ubc84 \ub9cc\uc758 On-Device\ub97c \uc704\ud55c sLLM \ud50c\ub7ab\ud3fc\uc744 \uac1c\ubc1c\ud574 \uc6b4\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\nAI Accelerator(NPU, GPU, DSP)\uc5d0 \ub9de\uac8c \uacbd\ub7c9\ud654(Pruning, Quantization \ub4f1)\ud558\uc5ec sLLM\uc73c\ub85c On-Device AI \ud658\uacbd\uc5d0 \ucd5c\uc801\ud654 \ud558\uc600\uace0, IoT \ub514\ubc14\uc774\uc2a4, \ub3c4\uc2a8\ud2b8, \uc548\ub0b4 \ub85c\ubd07,<br \/>\n\ud0a4\uc624\uc2a4\ud06c \ub4f1 \ub2e4\uc591\ud55c \uc0ac\uc5c5 \ubd84\uc57c\uc5d0 \ub9de\ub294 \uc548\uc815\uc801 AI \uc751\ub2f5 \uc81c\uacf5\ud558\ub294 HW \uce5c\ud654\uc801 sLLM\uc744<br \/>\n\uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \ub610\ud55c \uc0ac\uc6a9\uc790 \uc74c\uc131 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc704\ud55c On-Device\uc6a9 TTS (Text to Speech) \ubc0f STT(Speech to Text) \uc194\ub8e8\uc158\ub3c4 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n\ud050\ubc84\uc758 On-Device sLLM\uc758 \uac15\uc810 \uc911 \ud558\ub098\ub294 On-Premise \ud50c\ub7ab\ud3fc\uc758 Server API\uc640 On-Device sLLM\uc758 On-Premise Client \uc5f0\uacb0\uc744 \ud1b5\ud574 \uc591 \ud50c\ub7ab\ud3fc\uac04\uc758 Hybrid\ub85c<br \/>\nOn-Device sLLM\ub97c \uac00\uc7a5 \ube60\ub974\uace0 \uc548\uc815\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<h4>\n\tQuantum On-Device Vision AI\n\t<\/h4>\n\t\t\t\t\t\t\t<img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186.png\" alt=\"Frame 186\" itemprop=\"image\" height=\"507\" width=\"900\" title=\"Frame 186\" onerror=\"this.style.display='none'\"  sizes=\"auto, (max-width: 768px) 100vw, 100vw\" srcset=\"https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186.png 900w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-300x169.png 300w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-768x433.png 768w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-630x355.png 630w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-420x237.png 420w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-840x473.png 840w, https:\/\/quber.net\/wp-content\/uploads\/2025\/02\/Frame-186-315x177.png 315w\" \/>\t\t\t\t\t\t\t\n<h3>\n\t\t\ub2e4\uc591\ud55c Clinet\uc5d0 \ub9de\ucda4\ud615 Vision AI \uc194\ub8e8\uc158\n\t<\/h3>\n\t<p>\ud050\ubc84\uc758\u00a0Quantum ML\/DL Solution\uc740\u00a0ML(Machine Learning)\u00a0\ubc0f\u00a0DL(Deep Learning)\u00a0\uae30\uc220\uc5d0 \uae30\ubc18\ud55c \ub2e4\uc591\ud55c\u00a0AI\u00a0\uc194\ub8e8\uc158(sLLM, Computer Vision, NLP, STT, TTS,\u00a0\ub4f1)\uc744\u00a0Chipset\ub0b4\u00a0CPU, GPU, NPU, TPU\uc640 \uac19\uc740 \ub2e4\uc591\ud55c\u00a0Hardware Layer\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788 Android OS\uc5d0\uc11c AI \uc601\uc0c1 \uc778\uc2dd \uae30\uc220\uc744 On-device \uae30\ubc18\uc758 AI \uc194\ub8e8\uc158\uc73c\ub85c \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uc5bc\uad74\/\ud45c\uc815 \uc778\uc2dd, \ub3d9\uc791\/Pose\/Gesture \uc778\uc2dd \ub4f1\uc758 \uae30\ub2a5\uc744 \ub514\ubc14\uc774\uc2a4 \ub0b4\uc5d0\uc11c \ucc98\ub9ac\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04, \ubcf4\uc548\uc131, \ub3c5\ub9bd\uc131, \uac00\uc6a9\uc131 \ub4f1\uc774 \uac00\ub2a5\ud558\uac8c Client\uc758 \ud2b9\uc11c\uc5d0 \ub9de\uac8c \uac1c\ubc1c\/\uacf5\uae09\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud050\ubc84\uc758\u00a0Quantum Vision AI Solution\uc740 \ub2e4\uc591\ud55c\u00a0AI\u00a0\uc751\uc6a9 \ubd84\uc57c\uc5d0 \ub300\ud574 \ud074\ub77c\uc774\uc5b8\ud2b8\uac00 \uc694\uad6c\ud558\ub294\u00a0\ub9de\ucda4\ud615\u00a0On-Device AI\u00a0\uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70,\u00a0\uc131\uacf5\uc801\uc778\u00a0AI\u00a0\ud504\ub85c\uc81d\ud2b8 \ubc30\ud3ec\ub97c \uc704\ud55c\u00a0\uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud30c\ud2b8\ub108\ub85c \ud568\uaed8\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n<\/div><!-- .vgblk-rw-wrapper -->","protected":false},"excerpt":{"rendered":"<p>AI \uae30\ubc18 \ucd08\uc5f0\uacb0 \uc2dc\ub300\ub97c \uc120\ub3c4\ud558\ub294 On-Device AI \uc194\ub8e8\uc158 \ud050\ubc84\ub294 \ud074\ub77c\uc6b0\ub4dc\ub098 \uc6d0\uaca9 \uc11c\ubc84\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub514\ubc14\uc774\uc2a4 \uc790\uccb4 \ud558\ub4dc\uc6e8\uc5b4\ub97c \ud65c\uc6a9\ud574\uc11c AI \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 \uc628\ub514\ubc14\uc774\uc2a4(On-device) AI SoC \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud050\ubc84\uc758 Quantum AI \uc194\ub8e8\uc158\uc740 AI\uae30\uc220\uacfc IoT\ub97c \uc735\ud569\ud55c \ucd5c\uc801\uc758 AI SoC \ud50c\ub7ab\ud3fc\uc744 \uad6c\ud604\ud574 \uc2a4\ub9c8\ud2b8 \ud648\uc5d0\uc11c \ubd80\ud130 \uc0b0\uc5c5\uc6a9 AIoT\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 AI\uc81c\ud488\uc5d0 \uc801\uc6a9\ub420 \uac83\uc785\ub2c8\ub2e4. \ud050\ubc84\uc758 AI SoC \ud50c\ub7ab\ud3fc\uc774 \ud0d1\uc7ac\ub41c AI\uc81c\ud488\ub4e4\uc740 \uae30\uc5c5\uc5d0\uac8c\ub294&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":12320,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-990110","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/pages\/990110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/comments?post=990110"}],"version-history":[{"count":35,"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/pages\/990110\/revisions"}],"predecessor-version":[{"id":990725,"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/pages\/990110\/revisions\/990725"}],"up":[{"embeddable":true,"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/pages\/12320"}],"wp:attachment":[{"href":"https:\/\/quber.net\/index.php\/wp-json\/wp\/v2\/media?parent=990110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}