{"id":40023,"date":"2024-11-02T10:20:47","date_gmt":"2024-11-02T10:20:47","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=40023"},"modified":"2024-11-26T06:40:19","modified_gmt":"2024-11-26T06:40:19","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%99%9c%ec%9a%a9-runwayml-deepdream-%eb%93%b1-%ec%98%81%ec%83%81-%ec%83%9d%ec%84%b1-%eb%b0%8f-%ed%8e%b8%ec%a7%91-ai-%eb%8f%84%ea%b5%ac","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40023\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, RunwayML, DeepDream \ub4f1 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 AI \ub3c4\uad6c"},"content":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc6b0\ub9ac\uc758 \uc77c\uc0c1\uc0dd\ud65c\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ub3c4\uad6c\ub4e4\uc774 \ub4f1\uc7a5\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AI \uae30\uc220\uc744 \ud65c\uc6a9\ud55c RunwayML\uacfc DeepDream\uc740 \ube44\ub514\uc624 \ubc0f \uc774\ubbf8\uc9c0 \uc81c\uc791\uc758 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c AI \ub3c4\uad6c\ub4e4\uc758 \uae30\ub2a5, \ud65c\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uacf5\uac1c\ub41c \ub370\uc774\ud130\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uc601\uc0c1 \uc0dd\uc131<\/h2>\n<p>AI\ub294 \ucef4\ud4e8\ud130\uac00 \uc0ac\ub78c\ucc98\ub7fc \uc0dd\uac01\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc601\uc0c1 \uc0dd\uc131\uacfc \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c AI\ub294 \uc774\ubbf8\uc9c0\uc640 \uc601\uc0c1\uc744 \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\uac70\ub098 \uc218\uc815\ud558\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, GAN(Generative Adversarial Networks) \uae30\uc220\uc744 \ud1b5\ud55c \uc774\ubbf8\uc9c0 \uc0dd\uc131, \ucef4\ud4e8\ud130 \ube44\uc804, \uc2a4\ud0c0\uc77c \uc804\uc774(Style Transfer) \uac19\uc740 \uae30\uc220\ub4e4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<h2>2. RunwayML<\/h2>\n<h3>2.1 RunwayML \uc18c\uac1c<\/h3>\n<p>RunwayML\uc740 \uc608\uc220\uac00\uc640 \ub514\uc790\uc774\ub108\ub97c \uc704\ud574 \uc124\uacc4\ub41c AI \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ubcf5\uc7a1\ud55c \ucf54\ub4dc \uc5c6\uc774 \uc9c1\uad00\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 AI \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. RunwayML\uc740 \uc5ec\ub7ec \uac00\uc9c0 AI \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uba70, \uc0ac\uc6a9\uc790\ub294 \uc6d0\ud558\ub294 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uc5ec \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624\ub97c \uc0dd\uc131\ud558\uac70\ub098 \ud3b8\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2.2 \uc8fc\uc694 \uae30\ub2a5<\/h3>\n<ul>\n<li><strong>\uc601\uc0c1 \uc0dd\uc131:<\/strong> GAN \uae30\ubc18\uc758 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \ud3b8\uc9d1:<\/strong> \uae30\uc874\uc758 \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0 AI\ub97c \uc801\uc6a9\ud558\uc5ec \ud6a8\uacfc\ub97c \ucd94\uac00\ud558\uac70\ub098 \ubcc0\ud615\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2e4\uc2dc\uac04 \ud611\uc5c5:<\/strong> \uc5ec\ub7ec \uc0ac\uc6a9\uc790\uac00 \ub3d9\uc2dc\uc5d0 \uc791\uc5c5\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uc81c\uacf5\ud558\uc5ec \ud611\uc5c5\uc744 \uc27d\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n<li><strong>\uc9c1\uad00\uc801\uc778 UI:<\/strong> \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 \ube44\uc804\ubb38\uac00\ub3c4 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>2.3 \ud65c\uc6a9 \uc0ac\ub840<\/h3>\n<p>RunwayML\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uad11\uace0, \uc601\ud654 \uc81c\uc791, \uac8c\uc784 \ub514\uc790\uc778 \ub4f1\uc5d0\uc11c \ub450\uac01\uc744 \ub098\ud0c0\ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uad11\uace0 \uc81c\uc791\uc790\ub294 RunwayML\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9e7\uc740 \ub3d9\uc601\uc0c1 \uad11\uace0\ub97c \ube60\ub974\uac8c \uc81c\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc601\ud654 \uc81c\uc791\uc790\ub4e4\uc740 AI\ub97c \ud1b5\ud574 \uc2dc\uac01\uc801 \ud6a8\uacfc\ub97c \uac15\ud654\ud558\uac70\ub098 \ud2b9\uc815 \uc7a5\uba74\uc744 \uc218\uc815\ud558\ub294 \ub370 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2.4 \ub370\uc774\ud130 \ubc0f \uc790\ub8cc<\/h3>\n<p>RunwayML\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130\ub294 \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \uc0ac\uc6a9\uc790\ub4e4\uc774 \uc9c1\uc811 \uc790\uc2e0\uc758 \ub370\uc774\ud130\ub97c \uc5c5\ub85c\ub4dc\ud558\uc5ec \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4. RunwayML \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c \ub2e4\uc591\ud55c \ud29c\ud1a0\ub9ac\uc5bc\uacfc \ud15c\ud50c\ub9bf\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc73c\uba70, \ud544\uc694\ud55c \ub370\uc774\ud130\uc14b\uc740 <a href=\"https:\/\/www.kaggle.com\/\">Kaggle<\/a>, <a href=\"https:\/\/www.pexels.com\/\">Pexels<\/a> \ub4f1\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. DeepDream<\/h2>\n<h3>3.1 DeepDream \uc18c\uac1c<\/h3>\n<p>DeepDream\uc740 \uad6c\uae00\uc758 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uace0, \uadf8 \uc548\uc5d0\uc11c \ubc1c\uacac\ud55c \ud328\ud134\uc744 \uac15\uc870\ud558\uc5ec \ud658\uc0c1\uc801\uc778 \ube44\uc8fc\uc5bc\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. DeepDream\uc740 \uc774\ubbf8\uc9c0 \ub0b4\uc758 \ud2b9\uc815 \uc694\uc18c\ub97c \uc778\uc2dd\ud558\uace0 \uc774\ub97c \uacfc\uc7a5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>3.2 \uc8fc\uc694 \uae30\ub2a5<\/h3>\n<ul>\n<li><strong>\uc2a4\ud0c0\uc77c \uc804\uc774:<\/strong> \uae30\uc874 \uc774\ubbf8\uc9c0\uc5d0 \uc0c8\ub85c\uc6b4 \uc2a4\ud0c0\uc77c\uc744 \uc801\uc6a9\ud558\uc5ec \ub3c5\ud2b9\ud55c \ub290\ub08c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uae30\ud615 \uc774\ubbf8\uc9c0 \uc0dd\uc131:<\/strong> \uace0\uc720\ud55c \ud328\ud134\uc744 \uc774\uc6a9\ud558\uc5ec \ube44\uc815\uc0c1\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0ac\uc6a9\uc790 \uc815\uc758 \uc870\uc815:<\/strong> \uc0ac\uc6a9\uc790\uc5d0 \ub9de\uac8c \uc2ec\ud654\ub41c \uc124\uc815\uc744 \ud1b5\ud574 \ud3ec\ud1a0\uc0f5\ucc98\ub7fc \uc138\ubc00\ud55c \uc870\uc815\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.3 \ud65c\uc6a9 \uc0ac\ub840<\/h3>\n<p>DeepDream\uc740 \uc608\uc220\uac00\ub4e4 \uc0ac\uc774\uc5d0\uc11c \ud2b9\ubcc4\ud55c \ucc3d\uc791 \ub3c4\uad6c\ub85c \ub9ce\uc774 \uc0ac\uc6a9\ub418\uba70, \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc758 \uc608\uc220\uc801 \uc694\uc18c\ub97c \uac15\uc870\ud558\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc720\uba85 \uc544\ud2f0\uc2a4\ud2b8\ub4e4\uc774 DeepDream\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc791\ud488\uc744 \uc81c\uc791\ud558\uace0 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \ubbf8\uc220 \uc804\uc2dc\ud68c\uc5d0\uc11c\ub3c4 \uc774 \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc804\uc2dc\ubb3c\uc774 \uc120\ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.4 \ub370\uc774\ud130 \ubc0f \uc790\ub8cc<\/h3>\n<p>DeepDream\uc744 \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc624\ud508\uc18c\uc2a4 \ucf54\ub4dc\uc640 \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uad6c\uae00\uc740 github\uc5d0\uc11c DeepDream\uc758 \ucf54\ub4dc\ub97c \uacf5\uac1c\ud558\uace0 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \ub370\uc774\ud130\uc14b\uc740 <a href=\"https:\/\/www.image-net.org\/\">ImageNet<\/a>\uc774\ub098 <a href=\"https:\/\/www.coco2017.org\/\">COCO](Common Objects in Context)<\/a>\uc640 \uac19\uc740 \uc0ac\uc774\ud2b8\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>4. \uacb0\ub860<\/h2>\n<p>AI \uae30\uc220\uc740 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ub180\ub77c\uc6b4 \ubc1c\uc804\uc744 \uc774\ub8e8\uc5b4\uc654\uc2b5\ub2c8\ub2e4. RunwayML\uacfc DeepDream\uacfc \uac19\uc740 \ub3c4\uad6c\ub4e4\uc740 \uc0ac\uc6a9\uc790\ub4e4\uc5d0\uac8c \ubcf5\uc7a1\ud55c \uae30\uc220\uc744 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\uac8c \ud558\uc5ec \ucc3d\uc758\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\ub514\uc624 \ubc0f \uc774\ubbf8\uc9c0\uc758 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \ud0d0\uc0c9\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \ud765\ubbf8\ub86d\uace0 \ub9e4\ub825\uc801\uc778 \uacbd\ud5d8\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. AI\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ubc0f \uc790\ub8cc\ub97c \ud65c\uc6a9\ud558\uc5ec \ub354\uc6b1 \ucc3d\uc758\uc801\uc774\uace0 \ud601\uc2e0\uc801\uc778 \uc791\uc5c5\uc744 \uc774\uc5b4\ub098\uac00\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<h2>5. References<\/h2>\n<ul>\n<li><a href=\"https:\/\/runwayml.com\/\">RunwayML \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/research.google.com\/seedbank\/seed\/2086480539461178088\">DeepDream GitHub<\/a><\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/\">Kaggle \ub370\uc774\ud130\uc14b<\/a><\/li>\n<li><a href=\"https:\/\/www.pexels.com\/\">Pexels \ubb34\ub8cc \uc774\ubbf8\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/www.image-net.org\/\">ImageNet \ub370\uc774\ud130\uc14b<\/a><\/li>\n<li><a href=\"https:\/\/www.coco2017.org\/\">COCO \ub370\uc774\ud130\uc14b<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc6b0\ub9ac\uc758 \uc77c\uc0c1\uc0dd\ud65c\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ub3c4\uad6c\ub4e4\uc774 \ub4f1\uc7a5\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AI \uae30\uc220\uc744 \ud65c\uc6a9\ud55c RunwayML\uacfc DeepDream\uc740 \ube44\ub514\uc624 \ubc0f \uc774\ubbf8\uc9c0 \uc81c\uc791\uc758 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c AI \ub3c4\uad6c\ub4e4\uc758 \uae30\ub2a5, \ud65c\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uacf5\uac1c\ub41c \ub370\uc774\ud130\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uc601\uc0c1 \uc0dd\uc131 AI\ub294 \ucef4\ud4e8\ud130\uac00 \uc0ac\ub78c\ucc98\ub7fc &hellip; <a href=\"https:\/\/atmokpo.com\/w\/40023\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, RunwayML, DeepDream \ub4f1 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 AI \ub3c4\uad6c&#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-40023","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, RunwayML, DeepDream \ub4f1 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 AI \ub3c4\uad6c - \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\/40023\/\" \/>\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, RunwayML, DeepDream \ub4f1 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 AI \ub3c4\uad6c - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc6b0\ub9ac\uc758 \uc77c\uc0c1\uc0dd\ud65c\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc601\uc0c1 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ub3c4\uad6c\ub4e4\uc774 \ub4f1\uc7a5\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. 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