{"id":40059,"date":"2024-11-02T10:21:02","date_gmt":"2024-11-02T10:21:02","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=40059"},"modified":"2024-11-26T06:40:13","modified_gmt":"2024-11-26T06:40:13","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%99%9c%ec%9a%a9-%ec%9d%b8%eb%ac%bc-%eb%b3%b4%ec%a0%95-%ed%95%84%ed%84%b0-%ec%a0%81%ec%9a%a9-%eb%93%b1-ai-%ea%b8%b0%eb%b0%98-%ec%9d%b4%eb%af%b8%ec%a7%80","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40059\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4"},"content":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\ub294 \uc0ac\uc9c4\uc744 \ubcf4\uc815\ud558\uac70\ub098 \ud2b9\uc815 \ud6a8\uacfc\ub97c \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\uc790\uc758 \ud3b8\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc77c\ubc18 \uc0ac\uc6a9\uc790\ub3c4 \uc27d\uac8c \uc804\ubb38\uac00 \uc218\uc900\uc758 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \ud2b9\ud788 \uc778\ubb3c \ubcf4\uc815\uacfc \ud544\ud130 \uc801\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub208\uc5d0 \ub744\ub294 \uc131\uacfc\ub97c \uac70\ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1\uc758 \uc6d0\ub9ac<\/h2>\n<p>AI \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uae30\uc220\uc758 \uae30\ucd08\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uacfc \ub525 \ub7ec\ub2dd\uc5d0 \uae30\ubc18\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc220\ub4e4\uc740 \ub300\ub7c9\uc758 \ud559\uc2b5 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc774\ubbf8\uc9c0\uc5d0\uc11c\uc758 \ub2e4\uc591\ud55c \ud328\ud134\uc744 \uc778\uc2dd\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ud558\uac70\ub098 \uac1c\uc120\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>1.1 \uba38\uc2e0 \ub7ec\ub2dd\uacfc \ub525 \ub7ec\ub2dd<\/h3>\n<p>\uba38\uc2e0 \ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uace0 \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \uc774 \uae30\uc220\uc744 \uc774\uc6a9\ud574 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uace0, \uc790\ub3d9\uc73c\ub85c \ubcf4\uc815 \ubc0f \ud544\ud130\ub9c1 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc778\uacf5\uc9c0\ub2a5 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud574 \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4. CNN(Convolutional Neural Networks, \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd)\uacfc GAN(Generative Adversarial Networks, \uc0dd\uc131\uc801 \uc801\ub300 \uc2e0\uacbd\ub9dd) \uac19\uc740 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ud2b9\ud788 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0\uc11c\uc758 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \uc778\ubb3c \ubcf4\uc815<\/h2>\n<p>\uc778\ubb3c \ubcf4\uc815\uc740 \uc0ac\uc9c4\uc5d0\uc11c \uc778\ubb3c\uc758 \uc5bc\uad74\uc744 \uc790\ub3d9\uc73c\ub85c \uac1c\uc120\ud558\uac70\ub098 \ubcf4\uc815\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc8fc\ub85c \ud53c\ubd80 \ud1a4, \uc7a1\ud2f0 \uc81c\uac70, \ub208\uc758 \ud06c\uae30 \uc870\uc815, \uba38\ub9ac\uce74\ub77d \ubc0f \uae30\ud0c0 \ud2b9\uc131\uc758 \ubcf4\uc815 \ub4f1\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>2.1 \uc5bc\uad74 \uc778\uc2dd \uae30\uc220<\/h3>\n<p>AI \uae30\ubc18 \uc778\ubb3c \ubcf4\uc815\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc5bc\uad74 \uc778\uc2dd\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc54c\uace0\ub9ac\uc998\uc774 \uc5bc\uad74\uc744 \uac10\uc9c0\ud558\uace0, \uc5bc\uad74\uc758 \ud2b9\uc9d5\uc810\uc744 \ucd94\ucd9c\ud558\uc5ec, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ubcf4\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Dlib \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5bc\uad74 \uc778\uc2dd \ubc0f \ud2b9\uc9d5 \uc810\uc744 \ucd94\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2.2 \ud53c\ubd80 \ubcf4\uc815 \uc54c\uace0\ub9ac\uc998<\/h3>\n<p>AI\ub294 \ud53c\ubd80 \uc9c8\uac10\uc744 \ubd84\uc11d\ud558\uace0 \uac1c\uc120\ud558\ub294 \ub370 \uba74\ubc00\ud558\uac8c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc591\ud55c \ud53c\ubd80 \uc720\ud615\uc744 \uc778\uc2dd\ud558\uace0, \uac1c\ubcc4\uc801\uc778 \ubcf4\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, StyleGAN\uacfc \uac19\uc740 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ud53c\ubd80 \ud1a4 \ubcc0\ud654 \ubc0f \uc7a1\ud2f0 \uc81c\uac70\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<h3>2.3 \uc608\uc2dc \uc11c\ube44\uc2a4<\/h3>\n<ul>\n<li><strong>FaceApp:<\/strong> \uc5bc\uad74\uc744 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ubcc0\ud654\uc2dc\ucf1c\uc8fc\ub294 \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158.<\/li>\n<li><strong>Adobe Photoshop:<\/strong> Adobe Sensei \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c AI\ub97c \ud1b5\ud55c \uc790\ub3d9 \ubcf4\uc815 \uac00\ub2a5.<\/li>\n<li><strong>Fotor:<\/strong> \uc6f9 \uae30\ubc18\uc73c\ub85c \uc778\ubb3c \ubcf4\uc815 \ubc0f \ud544\ud130 \uc801\uc6a9\uc774 \uac00\ub2a5\ud55c \ud50c\ub7ab\ud3fc.<\/li>\n<\/ul>\n<h2>3. \ud544\ud130 \uc801\uc6a9<\/h2>\n<p>AI\ub294 \uc0ac\uc9c4\uc5d0 \ud544\ud130\ub97c \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c\ub3c4 \ud070 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud544\ud130\ub294 \uc774\ubbf8\uc9c0\uc758 \uc804\ubc18\uc801\uc778 \uc678\uad00\uc744 \ubc14\uafb8\uace0, \ud2b9\uc815\ud55c \uc2a4\ud0c0\uc77c\uc744 \ubd80\uc5ec\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI\ub294 \uc774\ubbf8\uc9c0\ub97c \uc778\uc2dd\ud558\uc5ec \uc801\uc808\ud55c \ud544\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \ucd94\ucc9c\ud558\uace0 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uc2a4\ud0c0\uc77c \uc804\uc774<\/h3>\n<p>\uc2a4\ud0c0\uc77c \uc804\uc774\ub294 \uc785\ub825 \uc774\ubbf8\uc9c0\uc758 \ucf58\ud150\uce20\ub97c \ubcf4\uc874\ud558\uba74\uc11c, \ub2e4\ub978 \uc774\ubbf8\uc9c0\uc758 \uc2a4\ud0c0\uc77c\uc744 \uc801\uc6a9\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. GAN \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc608\uc220 \uc791\ud488\uc758 \uc2a4\ud0c0\uc77c\uc744 \uc0ac\uc9c4\uc5d0 \uc801\uc6a9\ud558\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 \uc790\uc2e0\uc758 \uc774\ubbf8\uc9c0\ub97c \uc608\uc220 \uc791\ud488\ucc98\ub7fc \ubcc0\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.2 \ud544\ud130 \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/h3>\n<p>AI\ub294 \uc0ac\uc6a9\uc790\uc758 \ucde8\ud5a5\uc744 \ubd84\uc11d\ud558\uc5ec \uac1c\uc778 \ub9de\ucda4\ud615 \ud544\ud130\ub97c \ucd94\ucc9c\ud558\ub294 \uae30\ub2a5\ub3c4 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uc0ac\uc6a9\uc790\uac00 \uc120\ud638\ud558\ub294 \uc0c9\uc0c1, \uc2a4\ud0c0\uc77c, \uc694\uc18c \ub4f1\uc744 \uace0\ub824\ud558\uc5ec \ucd5c\uc801\uc758 \ud544\ud130\ub97c \uc120\ud0dd\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.3 \uc608\uc2dc \uc11c\ube44\uc2a4<\/h3>\n<ul>\n<li><strong>Prisma:<\/strong> \uc608\uc220 \uc2a4\ud0c0\uc77c \ud544\ud130\ub97c \uc801\uc6a9\ud558\uc5ec \uc0ac\uc9c4\uc744 \ubcc0\ud658\ud558\ub294 \uc778\uae30 \uc571.<\/li>\n<li><strong>Snapseed:<\/strong> Google\uc774 \uac1c\ubc1c\ud55c \uc774\ubbf8\uc9c0 \ubcf4\uc815 \ubc0f \ud544\ud130 \uc801\uc6a9 \ub3c4\uad6c.<\/li>\n<li><strong>VSCO:<\/strong> \ub2e4\uc591\ud55c \ud504\ub9ac\uc14b \ud544\ud130\uc640 \ud3b8\uc9d1 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\ub294 \ud50c\ub7ab\ud3fc.<\/li>\n<\/ul>\n<h2>4. \uacf5\uac1c \ub370\uc774\ud130\uc640 \ub9ac\uc18c\uc2a4<\/h2>\n<p>AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc2e0\ub8b0\uc131 \uc788\ub294 \ub370\uc774\ud130\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc5f0\uad6c \uae30\uad00\uacfc \uae30\uc5c5\ub4e4\uc774 AI \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc704\ud574 \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.1 \uacf5\uac1c \ub370\uc774\ud130\uc14b<\/h3>\n<ul>\n<li><strong>CelebA:<\/strong> \uc720\uba85\uc778 \uc5bc\uad74 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, 200,000\uc7a5\uc758 \uc778\ubb3c \uc0ac\uc9c4\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. [\ub9c1\ud06c](http:\/\/mmlab.ie.cuhk.edu.hk\/projects\/CelebA.html)<\/li>\n<li><strong>FFHQ:<\/strong> \ub2e4\uc591\ud55c \uc5bc\uad74 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uace0\ud574\uc0c1\ub3c4 \ubc0f \uace0\ud488\uc9c8 \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. [\ub9c1\ud06c](https:\/\/github.com\/NVlabs\/ffhq-dataset)<\/li>\n<li><strong>Img2img \ub514\uc9c0\ud138 \uc544\ud2b8 \ub370\uc774\ud130\uc14b:<\/strong> \ub2e4\uc591\ud55c \uc2a4\ud0c0\uc77c\uc744 \ud3ec\ud568\ud55c \uc774\ubbf8\uc9c0\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. [\ub9c1\ud06c](https:\/\/www.kaggle.com\/datasets\/dansup\/250000-300000-digital-art-images)<\/li>\n<\/ul>\n<h3>4.2 AI \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/h3>\n<ul>\n<li><strong>TensorFlow:<\/strong> \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc704\ud55c \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac.<\/li>\n<li><strong>PyTorch:<\/strong> \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \ub525 \ub7ec\ub2dd \uc5f0\uad6c\ub97c \uc704\ud55c \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c.<\/li>\n<li><strong>Keras:<\/strong> \uc26c\uc6b4 \ub525 \ub7ec\ub2dd \ubaa8\ub378\ub9c1\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc8fc\ub294 \uace0\uae09 API.<\/li>\n<\/ul>\n<h2>5. \uacb0\ub860<\/h2>\n<p>AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\ub294 \ud604\uc7ac\uc640 \ubbf8\ub798\uc758 \uc0ac\uc9c4 \ud3b8\uc9d1 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ubb3c \ubcf4\uc815\uacfc \ud544\ud130 \uc801\uc6a9\uc5d0\uc11c\ub294 \ub354\uc6b1 \uc790\uc5f0\uc2a4\ub7ec\uc6b0\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 \uc2a4\ud0c0\uc77c\uc5d0 \ub9de\ucd98 \ud3b8\uc9d1\uc774 \uac00\ub2a5\ud558\ub2e4\ub294 \uc810\uc5d0\uc11c \ud070 \ub9e4\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9 \uac00\ub2a5\uc131\uc774 \ubb34\uad81\ubb34\uc9c4\ud558\uba70, \uc55e\uc73c\ub85c \ub354\uc6b1 \ubc1c\uc804\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uc774\ub7ec\ud55c AI \uae30\uc220\uc744 \ud1b5\ud574 \ub354\uc6b1 \ucc3d\uc758\uc801\uc774\uace0 \uac1c\uc778\ud654\ub41c \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \ucc38\uace0\uc790\ub8cc<\/h2>\n<ul>\n<li>Ian Goodfellow et al. (2014). <a href=\"https:\/\/arxiv.org\/abs\/1406.2661\">Generative Adversarial Networks<\/a>.<\/li>\n<li>Y. Taigman et al. (2014). <a href=\"https:\/\/arxiv.org\/abs\/1502.00046\">DeepFace: Closing the Gap to Human-Level Performance in Face Verification<\/a>.<\/li>\n<li>Kingma, D. P., &amp; Welling, M. (2013). <a href=\"https:\/\/arxiv.org\/abs\/1312.6114\">Auto-Encoding Variational Bayes<\/a>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\ub294 \uc0ac\uc9c4\uc744 \ubcf4\uc815\ud558\uac70\ub098 \ud2b9\uc815 \ud6a8\uacfc\ub97c \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\uc790\uc758 \ud3b8\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc77c\ubc18 \uc0ac\uc6a9\uc790\ub3c4 \uc27d\uac8c \uc804\ubb38\uac00 \uc218\uc900\uc758 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \ud2b9\ud788 \uc778\ubb3c \ubcf4\uc815\uacfc \ud544\ud130 \uc801\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub208\uc5d0 \ub744\ub294 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/40059\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[205],"tags":[],"class_list":["post-40059","post","type-post","status-publish","format-standard","hentry","category-205"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/40059\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\ub294 \uc0ac\uc9c4\uc744 \ubcf4\uc815\ud558\uac70\ub098 \ud2b9\uc815 \ud6a8\uacfc\ub97c \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\uc790\uc758 \ud3b8\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc77c\ubc18 \uc0ac\uc6a9\uc790\ub3c4 \uc27d\uac8c \uc804\ubb38\uac00 \uc218\uc900\uc758 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \ud2b9\ud788 \uc778\ubb3c \ubcf4\uc815\uacfc \ud544\ud130 \uc801\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub208\uc5d0 \ub744\ub294 &hellip; \ub354 \ubcf4\uae30 &quot;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/40059\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T10:21:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:40:13+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\",\"datePublished\":\"2024-11-02T10:21:02+00:00\",\"dateModified\":\"2024-11-26T06:40:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/\"},\"wordCount\":97,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\uc778\uacf5\uc9c0\ub2a5\ud65c\uc6a9\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/\",\"url\":\"https:\/\/atmokpo.com\/w\/40059\/\",\"name\":\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-11-02T10:21:02+00:00\",\"dateModified\":\"2024-11-26T06:40:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/40059\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/40059\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/40059\/","og_locale":"ko_KR","og_type":"article","og_title":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\ub294 \uc0ac\uc9c4\uc744 \ubcf4\uc815\ud558\uac70\ub098 \ud2b9\uc815 \ud6a8\uacfc\ub97c \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\uc790\uc758 \ud3b8\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc77c\ubc18 \uc0ac\uc6a9\uc790\ub3c4 \uc27d\uac8c \uc804\ubb38\uac00 \uc218\uc900\uc758 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \ud2b9\ud788 \uc778\ubb3c \ubcf4\uc815\uacfc \ud544\ud130 \uc801\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub208\uc5d0 \ub744\ub294 &hellip; \ub354 \ubcf4\uae30 \"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4\"","og_url":"https:\/\/atmokpo.com\/w\/40059\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-11-02T10:21:02+00:00","article_modified_time":"2024-11-26T06:40:13+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/40059\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/40059\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4","datePublished":"2024-11-02T10:21:02+00:00","dateModified":"2024-11-26T06:40:13+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/40059\/"},"wordCount":97,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\uc778\uacf5\uc9c0\ub2a5\ud65c\uc6a9"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/40059\/","url":"https:\/\/atmokpo.com\/w\/40059\/","name":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-11-02T10:21:02+00:00","dateModified":"2024-11-26T06:40:13+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/40059\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/40059\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/40059\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \uc778\ubb3c \ubcf4\uc815, \ud544\ud130 \uc801\uc6a9 \ub4f1 AI \uae30\ubc18 \uc774\ubbf8\uc9c0 \ud3b8\uc9d1 \uc11c\ube44\uc2a4"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/40059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=40059"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/40059\/revisions"}],"predecessor-version":[{"id":40060,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/40059\/revisions\/40060"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=40059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=40059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=40059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}