{"id":27745,"date":"2025-05-14T14:38:00","date_gmt":"2025-05-14T07:38:00","guid":{"rendered":"https:\/\/hitek.com.vn\/?p=27745"},"modified":"2025-05-14T14:38:00","modified_gmt":"2025-05-14T07:38:00","slug":"ai-vision","status":"publish","type":"post","link":"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/","title":{"rendered":"\ube44\uc804 AI \uc644\ubcbd \uac00\uc774\ub4dc: \uc774\ubbf8\uc9c0 \uc778\uc2dd\ubd80\ud130 \uad6c\uae00 \ube44\uc804\uae4c\uc9c0 \ubaa8\ub4e0 \uac83"},"content":{"rendered":"<p>\ucef4\ud4e8\ud130\uac00 \uc138\uc0c1\uc744 &#8216;\ubcf4\ub294&#8217; \ubc29\uc2dd\uc740 \uc774\uc81c \ub354 \uc774\uc0c1 \uacf5\uc0c1\uacfc\ud559\uc758 \uc601\uc5ed\uc774 \uc544\ub2c8\ub2e4. <strong>\ube44\uc804 AI(Vision AI)<\/strong>\ub294 \uc774\ubbf8 \uc6b0\ub9ac \uc77c\uc0c1 \uae4a\uc219\uc774 \uc790\ub9ac \uc7a1\uc558\uc73c\uba70, \uc758\ub8cc, \uc81c\uc870, \uc18c\ub9e4, \ubcf4\uc548 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub2e4. \uc774 \uae30\uc220\uc758 \ud575\uc2ec\uc740 <strong>\uc774\ubbf8\uc9c0 \uc778\uc2dd<\/strong>, <strong>\uac1d\uccb4 \uac10\uc9c0<\/strong>, <strong>\ud328\ud134 \ubd84\uc11d<\/strong>\uc744 \ud1b5\ud574 \uc778\uac04\uc758 \uc2dc\uac01 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\uace0, \ub54c\ub85c\ub294 \uc774\ub97c \ub6f0\uc5b4\ub118\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n<p>\uc774 \uac00\uc774\ub4dc\uc5d0\uc11c\ub294 \ube44\uc804 AI\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc778 <strong>\uad6c\uae00 \ube44\uc804 AI<\/strong>\uae4c\uc9c0, \ubaa8\ub4e0 \uac83\uc744 \uba85\ucf8c\ud558\uac8c \uc815\ub9ac\ud588\ub2e4. \uae30\uc220\uc758 \uc6d0\ub9ac, \uc8fc\uc694 \ud65c\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \ubbf8\ub798 \uc804\ub9dd\uae4c\uc9c0\u2014\uc9c0\uae08 \ubc14\ub85c \uc2dc\uc791\ud574\ubcf4\uc790.<\/p>\n<hr \/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#1_%EB%B9%84%EC%A0%84_AI%EB%9E%80_%EB%AC%B4%EC%97%87%EC%9D%B8%EA%B0%80\" >1. \ube44\uc804 AI\ub780 \ubb34\uc5c7\uc778\uac00?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%EC%A3%BC%EC%9A%94_%EA%B8%B0%EC%88%A0_%EA%B5%AC%EC%84%B1_%EC%9A%94%EC%86%8C\" >\uc8fc\uc694 \uae30\uc220 \uad6c\uc131 \uc694\uc18c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#2_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%ED%95%B5%EC%8B%AC_%EA%B8%B0%EC%88%A0%EA%B3%BC_%EC%9E%91%EB%8F%99_%EC%9B%90%EB%A6%AC\" >2. \ube44\uc804 AI\uc758 \ud575\uc2ec \uae30\uc220\uacfc \uc791\ub3d9 \uc6d0\ub9ac<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%EB%B9%84%EC%A0%84_AI%EC%9D%98_%ED%95%99%EC%8A%B5_%EA%B3%BC%EC%A0%95\" >\ube44\uc804 AI\uc758 \ud559\uc2b5 \uacfc\uc815<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#3_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\" >3. \ube44\uc804 AI\uc758 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%91%A0_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A7%88%EB%B3%91_%EC%A7%84%EB%8B%A8_%EB%B3%B4%EC%A1%B0\" >\u2460 \uc758\ub8cc \ubd84\uc57c: \uc9c8\ubcd1 \uc9c4\ub2e8 \ubcf4\uc870<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%91%A1_%EC%A0%9C%EC%A1%B0%EC%97%85_%ED%92%88%EC%A7%88_%EA%B4%80%EB%A6%AC_%EC%9E%90%EB%8F%99%ED%99%94\" >\u2461 \uc81c\uc870\uc5c5: \ud488\uc9c8 \uad00\ub9ac \uc790\ub3d9\ud654<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%91%A2_%EC%86%8C%EB%A7%A4_%EB%B0%8F_%EB%A7%88%EC%BC%80%ED%8C%85_%EA%B3%A0%EA%B0%9D_%EA%B2%BD%ED%97%98_%EA%B0%9C%EC%84%A0\" >\u2462 \uc18c\ub9e4 \ubc0f \ub9c8\ucf00\ud305: \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%91%A3_%EB%B3%B4%EC%95%88_%EB%B0%8F_%EA%B0%90%EC%8B%9C_%EC%8B%A4%EC%8B%9C%EA%B0%84_%EC%9C%84%ED%98%91_%ED%83%90%EC%A7%80\" >\u2463 \ubcf4\uc548 \ubc0f \uac10\uc2dc: \uc2e4\uc2dc\uac04 \uc704\ud611 \ud0d0\uc9c0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#4_%EA%B5%AC%EA%B8%80_%EB%B9%84%EC%A0%84_AI_%ED%81%B4%EB%9D%BC%EC%9A%B0%EB%93%9C_%EA%B8%B0%EB%B0%98_%EC%B5%9C%EC%A0%81%ED%99%94_%EC%86%94%EB%A3%A8%EC%85%98\" >4. \uad6c\uae00 \ube44\uc804 AI: \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%EC%A3%BC%EC%9A%94_%EA%B8%B0%EB%8A%A5\" >\uc8fc\uc694 \uae30\ub2a5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#5_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%EB%AF%B8%EB%9E%98%EC%99%80_%EB%8F%84%EC%A0%84_%EA%B3%BC%EC%A0%9C\" >5. \ube44\uc804 AI\uc758 \ubbf8\ub798\uc640 \ub3c4\uc804 \uacfc\uc81c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%96%B6_%EC%A7%84%ED%99%94%ED%95%98%EB%8A%94_%EA%B8%B0%EC%88%A0_%ED%8A%B8%EB%A0%8C%EB%93%9C\" >\u25b6 \uc9c4\ud654\ud558\ub294 \uae30\uc220 \ud2b8\ub80c\ub4dc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%E2%96%B6_%ED%95%B4%EA%B2%B0%ED%95%B4%EC%95%BC_%ED%95%A0_%EB%AC%B8%EC%A0%9C\" >\u25b6 \ud574\uacb0\ud574\uc57c \ud560 \ubb38\uc81c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-vision\/#%EB%A7%88%EC%B9%98%EB%A9%B0_%EB%B9%84%EC%A0%84_AI%EC%99%80_%ED%95%A8%EA%BB%98_%EB%AF%B8%EB%9E%98%EB%A5%BC_%EC%A4%80%EB%B9%84%ED%95%98%EB%8A%94_%EB%B0%A9%EB%B2%95\" >\ub9c8\uce58\uba70: \ube44\uc804 AI\uc640 \ud568\uaed8 \ubbf8\ub798\ub97c \uc900\ube44\ud558\ub294 \ubc29\ubc95<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"-1-ai-\"><span class=\"ez-toc-section\" id=\"1_%EB%B9%84%EC%A0%84_AI%EB%9E%80_%EB%AC%B4%EC%97%87%EC%9D%B8%EA%B0%80\"><\/span><strong>1. \ube44\uc804 AI\ub780 \ubb34\uc5c7\uc778\uac00?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\ube44\uc804 AI(Computer Vision AI)<\/strong>\ub294 \ucef4\ud4e8\ud130\uac00 \uc774\ubbf8\uc9c0\ub098 \ub3d9\uc601\uc0c1\uc744 \ubd84\uc11d\ud574 \uc758\ubbf8 \uc788\ub294 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \uae30\uc220\uc774\ub2e4. \ub525\ub7ec\ub2dd\uacfc \uc2e0\uacbd\ub9dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc774\uc81c AI\ub294 \uc0ac\uc9c4 \uc18d \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac10\uc815\uc744 \uc77d\uace0 \uc0c1\ud669\uc744 \uc608\uce21\ud558\ub294 \uc218\uc900\uae4c\uc9c0 \uc9c4\ud654\ud588\ub2e4.<\/p>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%EC%A3%BC%EC%9A%94_%EA%B8%B0%EC%88%A0_%EA%B5%AC%EC%84%B1_%EC%9A%94%EC%86%8C\"><\/span><strong>\uc8fc\uc694 \uae30\uc220 \uad6c\uc131 \uc694\uc18c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\uc774\ubbf8\uc9c0 \ubd84\ub958(Image Classification)<\/strong>: \uc0ac\uc9c4\uc774 \ubb34\uc5c7\uc744 \ub098\ud0c0\ub0b4\ub294\uc9c0 \ubd84\ub958 (\uc608: &#8220;\uace0\uc591\uc774&#8221; vs &#8220;\uac15\uc544\uc9c0&#8221;)<\/li>\n<li><strong>\uac1d\uccb4 \uac10\uc9c0(Object Detection)<\/strong>: \uc774\ubbf8\uc9c0 \ub0b4\uc5d0\uc11c \ud2b9\uc815 \uac1d\uccb4\uc758 \uc704\uce58\uc640 \uc885\ub958 \ud30c\uc545 (\uc608: \uc790\uc728\uc8fc\ud589\ucc28\uc758 \ubcf4\ud589\uc790 \uc778\uc2dd)<\/li>\n<li><strong>\uc774\ubbf8\uc9c0 \ubd84\ud560(Image Segmentation)<\/strong>: \ud53d\uc140 \ub2e8\uc704\ub85c \uac1d\uccb4 \uad6c\ubd84 (\uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc5d0 \ud65c\uc6a9)<\/li>\n<li><strong>\ud328\ud134 \uc778\uc2dd(Pattern Recognition)<\/strong>: \ubc18\ubcf5\ub418\ub294 \uad6c\uc870\ub098 \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0 (\uc81c\uc870\uc5c5 \uacb0\ud568 \uac80\ucd9c)<\/li>\n<\/ul>\n<p>\ucd5c\uadfc\uc5d0\ub294 <strong>\uc0dd\uc131\ud615 AI<\/strong>\uc640 \uacb0\ud569\ud574 \ud14d\uc2a4\ud2b8\ub85c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uac70\ub098(<strong>DALL\u00b7E<\/strong>, <strong>Stable Diffusion<\/strong>), \uc2e4\uc2dc\uac04 \uc601\uc0c1 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc9c0\uba74\uc11c \uadf8 \ud65c\uc6a9\ub3c4\uac00 \ud3ed\ubc1c\uc801\uc73c\ub85c \uc99d\uac00\ud558\uace0 \uc788\ub2e4.<\/p>\n<hr \/>\n<h2 id=\"-2-ai-\"><span class=\"ez-toc-section\" id=\"2_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%ED%95%B5%EC%8B%AC_%EA%B8%B0%EC%88%A0%EA%B3%BC_%EC%9E%91%EB%8F%99_%EC%9B%90%EB%A6%AC\"><\/span><strong>2. \ube44\uc804 AI\uc758 \ud575\uc2ec \uae30\uc220\uacfc \uc791\ub3d9 \uc6d0\ub9ac<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ube44\uc804 AI\uc758 \ud575\uc2ec\uc740 <strong>\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN, Convolutional Neural Network)<\/strong>\uc774\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc778\uac04\uc758 \uc2dc\uac01 \ud53c\uc9c8\uc744 \ubaa8\ubc29\ud574 \uc774\ubbf8\uc9c0\uc758 \uacc4\uce35\uc801 \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud55c\ub2e4.<\/p>\n<h3 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"%EB%B9%84%EC%A0%84_AI%EC%9D%98_%ED%95%99%EC%8A%B5_%EA%B3%BC%EC%A0%95\"><\/span><strong>\ube44\uc804 AI\uc758 \ud559\uc2b5 \uacfc\uc815<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li><strong>\ub370\uc774\ud130 \uc218\uc9d1<\/strong>: \uc218\ucc9c~\uc218\ubc31\ub9cc \uc7a5\uc758 \ub77c\ubca8\ub9c1\ub41c \uc774\ubbf8\uc9c0 \ud655\ubcf4<\/li>\n<li><strong>\uc804\ucc98\ub9ac(Preprocessing)<\/strong>: \uc774\ubbf8\uc9c0 \ud06c\uae30 \uc870\uc815, \ub178\uc774\uc988 \uc81c\uac70, \ub370\uc774\ud130 \uc99d\uac15(\ud68c\uc804, \ud06c\ub86d \ub4f1)<\/li>\n<li><strong>\ubaa8\ub378 \ud559\uc2b5<\/strong>: CNN\uc774 \uc774\ubbf8\uc9c0\uc758 \ud2b9\uc9d5(\uc5d0\uc9c0, \ud14d\uc2a4\ucc98, \uc0c9\uc0c1 \ub4f1)\uc744 \ucd94\ucd9c\ud574 \ud328\ud134 \ud559\uc2b5<\/li>\n<li><strong>\ucd94\ub860(Inference)<\/strong>: \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0 \uc785\ub825 \uc2dc \ud559\uc2b5\ub41c \ubaa8\ub378\ub85c \uc608\uce21 \uc218\ud589<\/li>\n<\/ol>\n<p>\uc774 \uacfc\uc815\uc5d0\uc11c <strong>GPU \uac00\uc18d<\/strong>\uacfc <strong>\ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b(ImageNet, COCO \ub4f1)<\/strong>\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud55c\ub2e4.<\/p>\n<blockquote><p>\ud83d\udca1 <strong>\ucd5c\uc2e0 \ub3d9\ud5a5<\/strong>: <strong>Transformer \uae30\ubc18 \ube44\uc804 \ubaa8\ub378(ViT, Vision Transformer)<\/strong>\uc774 CNN\uc744 \ub118\uc5b4\uc11c\ub294 \uc131\ub2a5\uc744 \ubcf4\uc774\uba70 \uc8fc\ubaa9\ubc1b\uace0 \uc788\ub2e4. <a href=\"https:\/\/arxiv.org\/abs\/2010.11929\" target=\"_blank\" rel=\"noopener\">\uad6c\uae00 \ub9ac\uc11c\uce58 \ud300\uc758 \ub17c\ubb38<\/a>\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\ub2e4.<\/p><\/blockquote>\n<hr \/>\n<h2 id=\"-3-ai-\"><span class=\"ez-toc-section\" id=\"3_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><strong>3. \ube44\uc804 AI\uc758 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%91%A0_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A7%88%EB%B3%91_%EC%A7%84%EB%8B%A8_%EB%B3%B4%EC%A1%B0\"><\/span><strong>\u2460 \uc758\ub8cc \ubd84\uc57c: \uc9c8\ubcd1 \uc9c4\ub2e8 \ubcf4\uc870<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\ud3d0\ub834, \ub9dd\ub9c9\ubcd1\uc99d, \ud53c\ubd80\uc554<\/strong> \ub4f1\uc744 X-ray \ub610\ub294 MRI \uc774\ubbf8\uc9c0\ub85c \uc870\uae30 \uc9c4\ub2e8<\/li>\n<li>\uc608: <strong>Google Health\uc758 AI<\/strong>\uac00 \uc720\ubc29\uc554 \uac80\ucd9c \uc815\ud655\ub3c4\ub97c 99%\uae4c\uc9c0 \ud5a5\uc0c1\uc2dc\ud0a8 \uc0ac\ub840<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%91%A1_%EC%A0%9C%EC%A1%B0%EC%97%85_%ED%92%88%EC%A7%88_%EA%B4%80%EB%A6%AC_%EC%9E%90%EB%8F%99%ED%99%94\"><\/span><strong>\u2461 \uc81c\uc870\uc5c5: \ud488\uc9c8 \uad00\ub9ac \uc790\ub3d9\ud654<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\uacf5\uc815 \ub77c\uc778\uc5d0\uc11c <strong>\ubd88\ub7c9\ud488 \uac80\ucd9c<\/strong><\/li>\n<li>\ubc18\ub3c4\uccb4, \uc790\ub3d9\ucc28 \ubd80\ud488\uc758 \ubbf8\uc138 \uacb0\ud568 \ud0d0\uc9c0<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%91%A2_%EC%86%8C%EB%A7%A4_%EB%B0%8F_%EB%A7%88%EC%BC%80%ED%8C%85_%EA%B3%A0%EA%B0%9D_%EA%B2%BD%ED%97%98_%EA%B0%9C%EC%84%A0\"><\/span><strong>\u2462 \uc18c\ub9e4 \ubc0f \ub9c8\ucf00\ud305: \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Amazon Go<\/strong>\uc758 \ubb34\uc778 \ub9e4\uc7a5: \ucef4\ud4e8\ud130 \ube44\uc804\uc73c\ub85c \uace0\uac1d\uc758 \uc1fc\ud551 \ud589\ub3d9 \ucd94\uc801<\/li>\n<li><strong>\ud398\uc774\uc2a4\ubd81\u00b7\uc778\uc2a4\ud0c0\uadf8\ub7a8<\/strong>\uc758 \uc774\ubbf8\uc9c0 \uc790\ub3d9 \ud0dc\uae45 \uae30\uc220<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%91%A3_%EB%B3%B4%EC%95%88_%EB%B0%8F_%EA%B0%90%EC%8B%9C_%EC%8B%A4%EC%8B%9C%EA%B0%84_%EC%9C%84%ED%98%91_%ED%83%90%EC%A7%80\"><\/span><strong>\u2463 \ubcf4\uc548 \ubc0f \uac10\uc2dc: \uc2e4\uc2dc\uac04 \uc704\ud611 \ud0d0\uc9c0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\uacf5\ud56d, \ub3c4\uc2dc CCTV\uc5d0\uc11c <strong>\uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud589\ub3d9 \ud328\ud134<\/strong> \uac10\uc9c0<\/li>\n<li><strong>Deepfake \ud0d0\uc9c0<\/strong>\ub85c \uac00\uc9dc \uc601\uc0c1 \uc2dd\ubcc4<\/li>\n<\/ul>\n<hr \/>\n<h2 id=\"-4-ai-\"><span class=\"ez-toc-section\" id=\"4_%EA%B5%AC%EA%B8%80_%EB%B9%84%EC%A0%84_AI_%ED%81%B4%EB%9D%BC%EC%9A%B0%EB%93%9C_%EA%B8%B0%EB%B0%98_%EC%B5%9C%EC%A0%81%ED%99%94_%EC%86%94%EB%A3%A8%EC%85%98\"><\/span><strong>4. \uad6c\uae00 \ube44\uc804 AI: \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>Google Cloud Vision AI<\/strong>\ub294 \uad6c\uae00\uc758 \ucd5c\ucca8\ub2e8 \ube44\uc804 AI \uae30\uc220\uc744 API\ub85c \uc81c\uacf5\ud558\ub294 \uc11c\ube44\uc2a4\ub2e4. \uac1c\ubc1c\uc790\ub294 \ubcf5\uc7a1\ud55c \ubaa8\ub378 \uad6c\ucd95 \uc5c6\uc774\ub3c4 \uc774\ubbf8\uc9c0 \ubd84\uc11d \uae30\ub2a5\uc744 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\ub2e4.<\/p>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%EC%A3%BC%EC%9A%94_%EA%B8%B0%EB%8A%A5\"><\/span><strong>\uc8fc\uc694 \uae30\ub2a5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<thead>\n<tr>\n<th>\uae30\ub2a5<\/th>\n<th>\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\uac1d\uccb4 \ubc0f \uc5bc\uad74 \uc778\uc2dd<\/strong><\/td>\n<td>\uc0ac\uc9c4 \uc18d \uc0ac\ubb3c, \ub3d9\ubb3c, \uc0ac\ub78c\uc758 \uac10\uc815\uae4c\uc9c0 \ubd84\uc11d<\/td>\n<\/tr>\n<tr>\n<td><strong>OCR(\uad11\ud559 \ubb38\uc790 \uc778\uc2dd)<\/strong><\/td>\n<td>\uc774\ubbf8\uc9c0 \uc18d \ud14d\uc2a4\ud2b8 \ucd94\ucd9c (\uc601\uc218\uc99d, \uba85\ud568 \ucc98\ub9ac)<\/td>\n<\/tr>\n<tr>\n<td><strong>\ub77c\ubca4\ub354(Landmark) \uac10\uc9c0<\/strong><\/td>\n<td>\uc720\uba85 \uac74\ucd95\ubb3c, \uad00\uad11\uc9c0 \uc790\ub3d9 \uc2dd\ubcc4<\/td>\n<\/tr>\n<tr>\n<td><strong>\uc548\uc804 \uac80\uc0c9(Explicit Content Detection)<\/strong><\/td>\n<td>\ubd80\uc801\uc808\ud55c \ucf58\ud150\uce20 \ud544\ud130\ub9c1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uc774 \uc11c\ube44\uc2a4\ub294 <strong>\uc774\ucee4\uba38\uc2a4, \ubbf8\ub514\uc5b4, \uae08\uc735<\/strong> \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, <a href=\"https:\/\/cloud.google.com\/vision\" target=\"_blank\" rel=\"noopener\">Google Cloud Vision API \uacf5\uc2dd \ubb38\uc11c<\/a>\uc5d0\uc11c \uccb4\ud5d8\ud574 \ubcfc \uc218 \uc788\ub2e4.<\/p>\n<hr \/>\n<h2 id=\"-5-ai-\"><span class=\"ez-toc-section\" id=\"5_%EB%B9%84%EC%A0%84_AI%EC%9D%98_%EB%AF%B8%EB%9E%98%EC%99%80_%EB%8F%84%EC%A0%84_%EA%B3%BC%EC%A0%9C\"><\/span><strong>5. \ube44\uc804 AI\uc758 \ubbf8\ub798\uc640 \ub3c4\uc804 \uacfc\uc81c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%96%B6_%EC%A7%84%ED%99%94%ED%95%98%EB%8A%94_%EA%B8%B0%EC%88%A0_%ED%8A%B8%EB%A0%8C%EB%93%9C\"><\/span><strong>\u25b6 \uc9c4\ud654\ud558\ub294 \uae30\uc220 \ud2b8\ub80c\ub4dc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Edge AI<\/strong>: \ud074\ub77c\uc6b0\ub4dc \uc758\uc874 \uc5c6\uc774 \ub85c\uceec \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ucc98\ub9ac (\uc2a4\ub9c8\ud2b8\ud3f0, IoT \uae30\uae30)<\/li>\n<li><strong>\uba40\ud2f0\ubaa8\ub2ec AI<\/strong>: \uc774\ubbf8\uc9c0 + \ud14d\uc2a4\ud2b8 + \uc74c\uc131 \ud1b5\ud569 \ubd84\uc11d (\uc608: GPT-4 Vision)<\/li>\n<li><strong>\uba54\ud0c0\ubc84\uc2a4\u00b7AR<\/strong>: \uac00\uc0c1 \uc138\uacc4\uc640 \ud604\uc2e4\uc758 \uc2dc\uac01\uc801 \uacb0\ud569<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%96%B6_%ED%95%B4%EA%B2%B0%ED%95%B4%EC%95%BC_%ED%95%A0_%EB%AC%B8%EC%A0%9C\"><\/span><strong>\u25b6 \ud574\uacb0\ud574\uc57c \ud560 \ubb38\uc81c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\ud3b8\ud5a5\uc131(Bias)<\/strong>: \ud559\uc2b5 \ub370\uc774\ud130\uc758 \ub2e4\uc591\uc131 \ubd80\uc871\uc73c\ub85c \uc778\ud55c \uc624\ub958<\/li>\n<li><strong>\uac1c\uc778\uc815\ubcf4 \ubcf4\ud638<\/strong>: \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc758 \uc724\ub9ac\uc801 \ub17c\ub780<\/li>\n<\/ul>\n<hr \/>\n<h2 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"%EB%A7%88%EC%B9%98%EB%A9%B0_%EB%B9%84%EC%A0%84_AI%EC%99%80_%ED%95%A8%EA%BB%98_%EB%AF%B8%EB%9E%98%EB%A5%BC_%EC%A4%80%EB%B9%84%ED%95%98%EB%8A%94_%EB%B0%A9%EB%B2%95\"><\/span><strong>\ub9c8\uce58\uba70: \ube44\uc804 AI\uc640 \ud568\uaed8 \ubbf8\ub798\ub97c \uc900\ube44\ud558\ub294 \ubc29\ubc95<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ube44\uc804 AI\ub294 \uc774\uc81c \ub2e8\uc21c\ud55c \uae30\uc220\uc774 \uc544\ub2cc, <strong>\ube44\uc988\ub2c8\uc2a4\uc758 \ud575\uc2ec \uacbd\uc7c1\ub825<\/strong>\uc774 \ub418\uace0 \uc788\ub2e4. \ub9cc\uc57d \ub2f9\uc2e0\uc774:<br \/>\n\u2714 <strong>\uc2a4\ud0c0\ud2b8\uc5c5<\/strong>\uc774\ub77c\uba74, <strong>\uc81c\ud488 \uac80\uc218 \uc790\ub3d9\ud654<\/strong>\ub85c \uc0dd\uc0b0\uc131 \ud5a5\uc0c1<br \/>\n\u2714 <strong>\ub9c8\ucf00\ud130<\/strong>\ub77c\uba74, <strong>\uc774\ubbf8\uc9c0 \uae30\ubc18 \uace0\uac1d \ubd84\uc11d<\/strong>\uc73c\ub85c \ud0c0\uac9f\ud305 \uac15\ud654<br \/>\n\u2714 <strong>\uac1c\ubc1c\uc790<\/strong>\ub77c\uba74, <strong>Google Vision API<\/strong>\ub85c \ube60\ub978 \ud504\ub85c\ud1a0\ud0c0\uc785 \uad6c\ucd95<\/p>\n<p>\uc744 \uace0\ub824\ud574\ubcfc \ub54c\ub2e4.<\/p>\n<blockquote><p><strong>\ud83d\ude80 \uccab\uac78\uc74c \ub0b4\ub51b\uae30<\/strong>: <a href=\"https:\/\/cloud.google.com\/vision\" target=\"_blank\" rel=\"noopener\">Google Cloud Vision API \ubb34\ub8cc \uccb4\ud5d8<\/a>\uc73c\ub85c \uc2dc\uc791\ud574\ubcf4\uc790.<\/p><\/blockquote>\n<p>\uc774 \uae30\uc220\uc774 \uac00\uc838\uc62c \ubcc0\ud654\uc5d0 \uc55e\uc11c \uc900\ube44\ud558\ub294 \uc774\ub9cc\uc774 \uc9c4\uc815\ud55c <strong>\ubbf8\ub798\uc758 \ub9ac\ub354<\/strong>\uac00 \ub420 \uac83\uc774\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucef4\ud4e8\ud130\uac00 \uc138\uc0c1\uc744 &#8216;\ubcf4\ub294&#8217; \ubc29\uc2dd\uc740 \uc774\uc81c \ub354 \uc774\uc0c1 \uacf5\uc0c1\uacfc\ud559\uc758 \uc601\uc5ed\uc774 \uc544\ub2c8\ub2e4. \ube44\uc804 AI(Vision AI)\ub294 \uc774\ubbf8 \uc6b0\ub9ac \uc77c\uc0c1 \uae4a\uc219\uc774 \uc790\ub9ac \uc7a1\uc558\uc73c\uba70, \uc758\ub8cc, \uc81c\uc870, \uc18c\ub9e4, \ubcf4\uc548 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub2e4. \uc774 \uae30\uc220\uc758 \ud575\uc2ec\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uac1d\uccb4 \uac10\uc9c0, \ud328\ud134 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc778\uac04\uc758 \uc2dc\uac01 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\uace0, \ub54c\ub85c\ub294 \uc774\ub97c \ub6f0\uc5b4\ub118\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc900\ub2e4. \uc774 \uac00\uc774\ub4dc\uc5d0\uc11c\ub294 \ube44\uc804 AI\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc778 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":27746,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[70],"tags":[],"class_list":["post-27745","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-ko"],"_links":{"self":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/comments?post=27745"}],"version-history":[{"count":2,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27745\/revisions"}],"predecessor-version":[{"id":27751,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27745\/revisions\/27751"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/media\/27746"}],"wp:attachment":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/media?parent=27745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/categories?post=27745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/tags?post=27745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}