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{"id":282541,"date":"2020-11-19T00:00:00","date_gmt":"2020-11-19T00:00:00","guid":{"rendered":"https:\/\/blog.skylum.com\/interpreting-images-with-ai-to-guide-creativity-2\/"},"modified":"2026-03-21T07:41:14","modified_gmt":"2026-03-21T07:41:14","slug":"interpreting-images-with-ai-to-guide-creativity","status":"publish","type":"post","link":"https:\/\/blog.skylum.com\/ko\/interpreting-images-with-ai-to-guide-creativity\/","title":{"rendered":"\ucc3d\uc758\uc801\uc778 \uc138\uacc4\ub85c \uc548\ub0b4\ud558\ub294 AI\uc758 \uc774\ubbf8\uc9c0 \ud574\uc11d"},"content":{"rendered":"<td>\n<p>Luminar<sup class=\"sup-ai-label\">AI<\/sup> \uc778\uc0ac\uc774\ub354 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ucc98\uc74c \uc9c4\ud589\ud55c \uc6e8\ube44\ub098\uc5d0\uc11c \uc81c\uae30\ub41c \uc8fc\uc694 \uad00\uc2ec\uc0ac \uc911 \ud558\ub098\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc774 \ubaa8\ub4e0 \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ud3ec\ud1a0\uadf8\ub798\ud37c\uc758 \ucc3d\uc758\uc801\uc778 \uc120\ud0dd\uc744 \ub300\uccb4\ud560 \uac83\uc774\ub77c\ub294 \uc9c8\ubb38\uc774\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\n\uc9c0\ub09c \uc8fc, Alex (Skylum CEO)\ub294 AI\ub294 \uc0ac\ub78c\uc744 \ub300\uc2e0\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc778\uac04\uc758 \ucc3d\uc758\uc131\uc744 \uc9c0\uc6d0\ud558\uace0 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc219\ub828\ub41c \uacac\uc2b5\uc0dd\uc73c\ub85c \uc0dd\uac01\ud55c\ub2e4\uace0 \ub9d0\ud588\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \ube14\ub85c\uadf8\ub97c \ud1b5\ud574\uc11c Luminar<sup class=\"sup-ai-label\">AI<\/sup>\uac00 \uc9c0\ud5a5\ud558\ub294 \ubc14\ub97c \uc124\uba85\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. .\n<\/p>\n<h2>\uad50\uc721\uc73c\ub85c\ubd80\ud130 \uc2dc\uc791\ub418\ub294 AI\uc758 \uc131\ub2a5<\/h2>\n<p>\n\uc131\uc7a5\ud558\ub294 \uc544\uc774\ucc98\ub7fc \uc2e0\uaddc AI \uc2dc\uc2a4\ud15c\uc740 \ubb34\ud55c\uc758 \uac00\ub2a5\uc131\uc744 \uac16\uace0 \uc788\uc9c0\ub9cc \uc644\uc804\ud788 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uacbd\ud5d8\uc774\ub098 \uc9c0\uc2dd\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774 \uace0\uc720\ud55c \uc9c0\ub2a5\uc744 \uc7a0\uae08 \ud574\uc81c\ud558\ub824\uba74 AI \uc2dc\uc2a4\ud15c\uc5d0\ub3c4 \uad50\uc721\uc774 \ud544\uc694\ud569\ub2c8\ub2e4..\n<\/p>\n<p>\n  Luminar<sup class=\"sup-ai-label\">AI<\/sup>\ub97c \uad50\uc721\ud558\uae30 \uc704\ud574 Skylum\uc740 \uc138 \uac1c\uc758 \uc8fc\uc694 \uceec\ub809\uc158\uc5d0\uc11c \ub300\uc6a9\ub7c9 \ud3ec\ud1a0\uadf8\ub798\ud53c\ub97c \uc751\uc6a9\ud588\uc2b5\ub2c8\ub2e4:\n<\/p>\n<ol>\n<li>\ud3ec\ud1a0\uadf8\ub798\ud53c\uc758 \uc5ed\uc0ac\ub97c \ud1b5\ud2c0\uc5b4 \uc0c1\uc9d5\uc801\uc778 \uac70\uc7a5\ub4e4\uc758 \uc774\ubbf8\uc9c0\n<\/li>\n<li>3D \uc5d4\uc9c4\uc5d0 \uc758\ud574 \uc0dd\uc131\ub41c \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\n<\/li>\n<li>\ud2b9\uc815 \uc6d0\uce59\uc744 \uc124\uba85\ud558\uae30 \uc704\ud574 \ud604\ub300 \ub9c8\uc2a4\ud130\ub85c\ubd80\ud130 \uc758\ub8b0\ud55c \uc774\ubbf8\uc9c0\n<\/li>\n<\/ol>\n<p>\n\uc0c1\uc9d5\uc801\uc778 \ub9c8\uc2a4\ud130\ub4e4\uc758 \uc774\ubbf8\uc9c0\ub294 \uc0ac\uc9c4 \ud615\uc2dd\uc758 \uc608\ub97c \uc81c\uacf5\ud558\uc600\uace0, AI\uc5d0\uac8c \uc0ac\uc9c4\uc758 \uc2dc\uac01\uc801 \uc5ed\uc0ac\uc5d0 \ub300\ud574 \uac00\ub974\ucce4\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 AI\uc5d0 \ud6cc\ub96d\ud55c \uc0ac\uc9c4\uc744 \uc778\uc2dd\ud558\ub294 \ubc95\uc744 \uac00\ub974\ucce4\uc2b5\ub2c8\ub2e4.\n<\/p>\n<p>\n3D \uc774\ubbf8\uc9c0\ub97c \ud1b5\ud574 AI\ub294 \uc6d0\uadfc, \ud53c\uc0ac\uacc4 \uc2ec\ub3c4 \ubc0f \uc0ac\uc9c4 \uc694\uc18c \uac04\uc758 \uad00\uacc4\uc5d0 \ub300\ud574 \uad50\uc721\uc744 \ubc1b\uc744 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.. \uc774\ub97c \ud1b5\ud574 AI\ub294 3D \uacf5\uac04\uc5d0\uc11c \uc0ac\uc9c4\uc744 \uac1c\ubcc4 \uad6c\uc131 \uc694\uc18c\ub85c \ub098\ub204\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n<\/p>\n<p>\n\uc758\ub8b0\ud55c \uc774\ubbf8\uc9c0\ub294 \ucc98\uc74c \ub450 \uceec\ub809\uc158\uc5d0\uc11c \uc5bb\uc740 \uad50\ud6c8\uc744 \uac15\ud654\uc2dc\ucf30\uc73c\uba70, \uad6c\uc131, \ucd08\uc810 \ubc0f \ub178\ucd9c\uc758 \uc77c\ubc18\uc801\uc778 \uc624\ub958\ub3c4 \ud3ec\ucc29\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 AI\ub294 \uad00\ub828 \uc624\ub958\ub97c \uc778\uc2dd\ud558\uace0 \uc218\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n<\/p>\n<p>\n\uc774 \uc138\uac00\uc9c0 \uc694\uc18c\uac00 AI \ubaa8\ub378\uc5d0 \uacb0\ud569\ub418\uba74\uc11c \uae30\ub2a5\uc801 \uc9c0\ub2a5\uc774 \ud0c4\uc0dd\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n<\/p>\n<h2>\ud06c\ub9ac\uc5d0\uc774\ud130\ub97c \ud574\ubc29\uc2dc\ud0a4\uae30 \uc704\ud55c AI \uae30\ub2a5 <\/h2>\n<p>\n\ud06c\ub9ac\uc5d0\uc774\ud130\ub294 \ud3ec\ud1a0\uadf8\ub798\ud53c\ub97c \ub9c8\uc2a4\ud130\ud558\uae30 \uc704\ud574 AI\uac00 \ubc1b\uc740 \uad50\uc721\uacfc \uc720\uc0ac\ud55c \uacfc\uc815\uc744 \uac70\uce69\ub2c8\ub2e4. \uae30\ub2a5\uc801 AI\ub294 \ud06c\ub9ac\uc5d0\uc774\ud130\uac00 \uac00\uc9c4 <strong>\uc804\ubb38 \uae30\uc220<\/strong>\uacfc \uad50\ucc28\ud569\ub2c8\ub2e4. AI\ub294 \uadf8 \uad50\ucc28 \uc9c0\uc810\uc5d0\uc11c <strong>\uae30\uc220 \ud3b8\uc9d1 \uacfc\uc815\uc758 \ub2e8\uacc4\ub97c \ub300\uccb4\ud560 <\/strong>\uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;\n<\/p>\n<p>\nAlex\uac00 \ub9d0\ud55c \uac83\ucc98\ub7fc Skylum\uc5d0\uc11c\ub294 \uc774 \ud2b9\uc815\ud55c \ub300\uccb4\ub294 \uc545\uc774 \uc544\ub2cc \ubbf8\ub355\uc774\ub77c\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. AI\uc758 \uac15\uc870\uc810\uc740 <strong>\ucc3d\uc758\uc801\uc778 \ub2e8\uacc4\uac00 \uc544\ub2cc \ubc18\ubcf5\uc801\uc778 \uae30\uc220 \ub2e8\uacc4\ub97c \ub300\uccb4\ud558\ub294<\/strong> \uac83\uc785\ub2c8\ub2e4.\n<\/p>\n<p>\n\ud06c\ub9ac\uc5d0\uc774\ud130\ub294 \ucc98\uc74c\ubd80\ud130 \uba4b\uc9c4 \uc774\ubbf8\uc9c0\ub97c \ud3ec\ucc29\ud558\uae30 \uc704\ud574 \ubaa8\ub4e0 \uae30\uc220\uc801 \ud1b5\ucc30\ub825\uc744 \uac00\uc838\uc640\uc57c \ud569\ub2c8\ub2e4. AI\ub294 \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uc5d0 \ub300\ud55c \ube60\ub978 \uc218\uc815\uc744 \uac04\ub2e8\ud788 \uc81c\uacf5\ud558\uba70, \uac01 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ucd5c\uc0c1\uc758 \uacb0\uacfc\ub97c \ub0b4\ub3c4\ub85d \uc124\uacc4\ub41c \ub2e4\uc591\ud55c \ucc3d\uc758\uc801\uc778 \uc120\ud0dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5ec\uc804\ud788 \ud06c\ub9ac\uc5d0\uc774\ud130\ub294 \ucd5c\uc885 \uacb0\uacfc\uc5d0 \ub300\ud55c \ubaa8\ub4e0 \ucee8\ud2b8\ub864\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<\/p>\n<p>\n\uadf8\ub7fc AI\ub294 \uc5b4\ub5bb\uac8c \uc120\ud0dd\uc744 \ub0b4\ub9ac\uac8c \ub418\ub294 \uac78\uae4c\uc694?\n<\/p>\n<h2>\uc635\uc158\uc744 \ucd94\uad6c\ud558\ub294 \ud574\uc11d<\/h2>\n<p>\n  Luminar<sup class=\"sup-ai-label\">AI<\/sup>\uac00 \uc774\ubbf8\uc9c0\ub97c \uc2e4\ud589\ud560 \ub54c \ub2e4\uc7ac\ub2e4\ub2a5\ud55c AI\ub97c \uc791\ub3d9\uc2dc\ucf1c \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \uc0ac\uc9c4\uc5d0 \uc801\uc6a9\uc2dc\ud0ac \uc218 \uc788\ub294 \ucd5c\uc120\uc758 \uc791\uc5c5 \uc0ac\ud56d\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \uc0b4\ud3b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<br \/>\n<img decoding=\"async\" src=\"https:\/\/blog.skylum.com\/wp-content\/uploads\/2020\/11\/16058607525fb77d90f39632.43321725.webp\" data-pin-nopin=\"true\" style=\"\"><\/p>\n<p>\n  \uc0ac\uc9c4\uc5d0 \uc544\uc8fc \ub2e4\uc591\ud55c \uc7a5\uba74\uc774 \ud3ec\ucc29\ub418\uc5c8\uace0 \uac1c\uc120\ub420 \uc0ac\ud56d \ub610\ud55c \uc788\uc2b5\ub2c8\ub2e4. Luminar<sup class=\"sup-ai-label\">AI<\/sup>\uac00 \uc0ac\uc9c4\uc744 \uc5ec\ub294 \uc21c\uac04 \uc0ac\uc9c4\uc744 \ubd84\uc11d\ud558\uac8c \ub429\ub2c8\ub2e4. \ubd84\uc11d \uacb0\uacfc\uc5d0\uc11c Luminar<sup class=\"sup-ai-label\">AI<\/sup>\ub294 \uc0ac\uc9c4\uc758 \ub2e4\uc74c \uc0ac\ud56d\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4:\n<\/p>\n<ol>\n<li>\ub2e4\uc12f \ub9c8\ub9ac\uc758 \ub3d9\ubb3c (\uc5ec\uc12f \ubc88\uc9f8\ub3c4 \uc788\uc744 \uac00\ub2a5\uc131 \uc778\uc9c0)\n<\/li>\n<li>\uc5ec\uc12f \ubc88\uc9f8 \ub3d9\ubb3c\uc740 \ub098\uba38\uc9c0 \ub2e4\uc12f \ub9c8\ub9ac\ubcf4\ub2e4 \ub9e4\uc6b0 \ub2e4\ub978 \ud615\ud0dc\ub77c\ub294 \uac83\uc744 \uc778\uc9c0.\n<\/li>\n<li>\ub530\uc2a4\ud558\uace0 \uc8fc\ud669\uc0c9\uc774 \ud48d\ubd80\ud55c \ud314\ub808\ud2b8 \uc778\uc9c0.\n<\/li>\n<li>\uba85\ud655\ud55c \uc218\ud3c9\uc120.\n<\/li>\n<li>\ud0dc\uc591\uacfc \uac19\uc740 \ubc1d\uace0 \ub300\ub7b5\uc801\uc73c\ub85c \uc6d0\ud615\uc778 \ubc18\uc810.\n<\/li>\n<li>\uc0c9\uc0c1 \ud314\ub808\ud2b8\uc640 \uc218\ud3c9\uc120 \uadfc\ucc98\uc758 \ud0dc\uc591 \uc704\uce58\ub97c \uace0\ub824\ud560 \ub54c \uc77c\ubab0 \uc774\ubbf8\uc9c0\uc77c \uac00\ub2a5\uc131\uc774 \ub192\ub2e4\ub294 \uc810.\n<\/li>\n<li>3D \uacf5\uac04 \ub0b4\uc5d0\uc11c \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \ubc30\uce58\ub429\ub2c8\ub2e4:\n<ul>\n<li><strong>\uc804\uacbd: <\/strong>\ube44\uc2b7\ud558\uac8c \uc0dd\uae34 \ub2e4\uc12f \ub9c8\ub9ac\uc758 \ub3d9\ubb3c\n<\/li>\n<li><strong>\uc911\uc559:<\/strong> \uc5ec\uc12f \ubc88\uc9f8 \ubcc0\uce59 \u201c\ub3d9\ubb3c\u201d\n<\/li>\n<li><strong>\ubc30\uacbd:<\/strong> \ud0dc\uc591\uacfc \uc0b0\n<\/li>\n<\/ul>\n<\/li>\n<li>\ub178\ucd9c\uc774 \ub9e4\uc6b0 \uc801\uace0 \uc911\uc694\ud55c \uc138\ubd80\uc0ac\ud56d\uc774 \uc228\uaca8\uc838 \uc788\uc74c.\n<\/li>\n<\/ol>\n<h2>\ud15c\ud50c\ub9bf \uc785\ub825<\/h2>\n<p>\n  Luminar<sup class=\"sup-ai-label\">AI<\/sup>\uac00 \ubd84\uc11d\uc744 \uc644\ub8cc\ud558\uba74 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc5bb\uc740 \uc9c0\uc2dd\uc73c\ub85c \ubb34\uc5b8\uac00\ub97c \ud574\uc57c \ud558\ub294\ub370, \uc5ec\uae30\uc11c \ud15c\ud50c\ub9bf\uc774 \ub4f1\uc7a5\ud569\ub2c8\ub2e4.\n<\/p>\n<p>\n\ud15c\ud50c\ub9bf\uc740 \uc0ac\uc804 \uc124\uc815(\ud504\ub9ac\uc14b)\uc744 \ud6e8\uc52c \ub6f0\uc5b4 \ub118\uc5b4, \uac70\uc758 \uc644\uc131\ub41c \ubaa8\uc591\uc744 \uc5bb\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc218\uc815 \ubc0f \uac1c\uc120 \uc0ac\ud56d\uc744 \ubc88\ub4e4\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud15c\ud50c\ub9bf\uc740 \ubd84\uc11d\uc744 \uc644\ub8cc\ud55c \ud6c4 AI\uac00 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \uc778\ub371\uc2f1\ub429\ub2c8\ub2e4.\n<\/p>\n<p>\n\uc55e\uc11c \uc5b8\uae09\ud55c \uc608\uc2dc\ub97c \uae30\ubc18\uc73c\ub85c AI\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4:\n<\/p>\n<ul>\n<li>\ud544\uc694\uc5d0 \ub530\ub77c AI\ub294 \uc218\uc9d1\ub41c \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc77c\ub828\uc758 \uc120\ud0dd \ubc0f \uae4a\uc774 \ub9f5\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.\n<\/li>\n<li>AI\ub294 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud574 \uc218\uc9d1\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ud15c\ud50c\ub9bf\uc758 \uc778\ub371\uc2a4\uc640 \ube44\uad50\ud569\ub2c8\ub2e4.\n<\/li>\n<li>Luminar<sup class=\"sup-ai-label\">AI<\/sup>\ub294 \ud3ec\ud1a0\uadf8\ub798\ud37c\uac00 \uace0\ub824\ud574\uc57c\ud560 \uc635\uc158 \ubaa9\ub85d\uc73c\ub85c AI\uac00 \uc120\ud0dd\ud55c \ud15c\ud50c\ub9bf\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.&nbsp;\n<\/li>\n<li>\uc0ac\uc6a9\uc790\uac00 \uc81c\uc548\ub41c \ud15c\ud50c\ub9bf \uc704\ub85c \ub9c8\uc6b0\uc2a4\ub97c \uac00\uc838\uac00\uba74 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc774\ubbf8\uc9c0\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4. \ud15c\ud50c\ub9bf\uc740 AI\uac00 \uc774\uc804\uc5d0 \ub9cc\ub4e0 \uc120\ud0dd \ubc0f \uae4a\uc774 \ub9f5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\uc815 \uc0ac\ud56d\uc744 \uc801\uc6a9\ud558\uace0 \uc774\ubbf8\uc9c0 \ub0b4\uc758 \ub9e4\uc6b0 \ud2b9\uc815 \uc694\uc18c\ub97c \ud5a5\uc0c1\ud569\ub2c8\ub2e4.\n<\/li>\n<li>\uadf8\ub7f0 \ub2e4\uc74c \ud3ec\ud1a0\uadf8\ub798\ud37c\ub294 \uc6d0\ud558\ub294 \ud15c\ud50c\ub9bf\uc744 \uc120\ud0dd\ud558\uace0 \ube44\uc804\uc5d0 \ub9de\uac8c \ucd94\uac00 \uc870\uc815\uc744 \ud569\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \ud15c\ud50c\ub9bf\uc758 \uac15\ub3c4\ub97c \uc870\uc815\ud558\ub294 \ub2e8\uc77c \uc2ac\ub77c\uc774\ub354\ub85c \ud3ec\ud1a0\uadf8\ub798\ud37c\uc758 \ube44\uc804\uc744 \uc2e4\ud604\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<p>\n\uc774 \uacfc\uc815\uc758 \uacb0\uacfc\ubb3c\uc740 \ud3ec\ud1a0\uadf8\ub798\ud37c\uc758 \ube44\uc804\uacfc \uc2a4\ud0c0\uc77c\uc744 \ubc00\uc811\ud558\uac8c \ubc18\uc601\ud558\uba70 \uadf9\uc801\uc73c\ub85c \ub2e4\ub978 \uc774\ubbf8\uc9c0\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<br \/>\n<img decoding=\"async\" src=\"https:\/\/blog.skylum.com\/wp-content\/uploads\/2020\/11\/16058608175fb77dd1883e30.85110195.webp\" data-pin-nopin=\"true\" style=\"\"><\/p>\n<h2>\uc7a0\uae50. \uc774\uac8c \ud06c\ub9ac\uc5d0\uc774\ud130\ub97c \ub300\uccb4\ud55c\ub2e4\ub294 \ub73b\uc778\uac00\uc694?<\/h2>\n<p>\n\uc544\ub2d9\ub2c8\ub2e4.&nbsp;\n<\/p>\n<p>\n  \ud3ec\ud1a0\uadf8\ub798\ud37c\ub294 \uc5ec\uc804\ud788 \uc6d0\ubcf8 \uadf8\ub300\ub85c\uc758 \uc0ac\uc9c4\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 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