{"id":40796,"date":"2026-01-12T02:23:10","date_gmt":"2026-01-12T02:23:10","guid":{"rendered":"https:\/\/www.gdsonline.tech\/?p=40796"},"modified":"2026-02-05T10:07:43","modified_gmt":"2026-02-05T10:07:43","slug":"image-classification-vs-object-detection-kr","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/ko\/image-classification-vs-object-detection-kr\/","title":{"rendered":"\uc774\ubbf8\uc9c0 \ubd84\ub958\uacfc \uac1d\uccb4 \ud0d0\uc9c0: \uc8fc\uc694 \ucc28\uc774\uc810 \ubc0f \ud65c\uc6a9 \uc0ac\ub840"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">AI \uc131\uc219\uc73c\ub85c \uac00\ub294 \uacbd\uc7c1\uc5d0\uc11c <\/span><b>\ucef4\ud4e8\ud130 \ube44\uc804<\/b><span style=\"font-weight: 400;\">\uc740 \uac00\uc7a5 \ud601\uc2e0\uc801\uc778 \uae30\uc220 \uc911 \ud558\ub098\ub85c \ub450\uac01\uc744 \ub098\ud0c0\ub0b4\uba70, \uc790\uc728\uc8fc\ud589\ucc28\uc640 \uc758\ub8cc \uc601\uc0c1\ubd80\ud130 \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac, \uc804\uc790\uc0c1\uac70\ub798 \uac1c\uc778\ud654\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubaa8\ub4e0 \uace0\uc131\ub2a5 \ube44\uc804 \ubaa8\ub378 \ub4a4\uc5d0\ub294 \uc911\uc694\ud55c \uae30\ubc18\uc774 \uc788\uc2b5\ub2c8\ub2e4: <\/span><b>\uc815\ud655\ud55c \uc774\ubbf8\uc9c0 \uc5b4\ub178\ud14c\uc774\uc158<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\uadf8\ub9ac\uace0 \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uacb0\uc815 \uc911 \ud558\ub098\ub294 \ubb34\uc5c7\uc2b5\ub2c8\uae4c? \ubc14\ub85c <\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uacfc\u00a0 \uac1d\uccb4 \ud0d0\uc9c0<\/b><span style=\"font-weight: 400;\">\uc785\ub2c8\ub2e4. \uc774 \ub450 \uac00\uc9c0\ub294 \uc11c\ub85c \ub300\uccb4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uac01\uac01\uc740 \ub2e4\ub978 \uc2dc\uac01\uc801 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uba70, \uace0\uc720\ud55c \uc5b4\ub178\ud14c\uc774\uc158 \uc811\uadfc\ubc95\uc744 \ud544\uc694\ub85c \ud558\uace0, \uc11c\ub85c \ub2e4\ub978 \ube44\uc988\ub2c8\uc2a4 \uacb0\uacfc\ub97c \uc774\ub04c\uc5b4\ub0c5\ub2c8\ub2e4. \uc798\ubabb\ub41c \uc120\ud0dd\uc740 \uc804\uccb4 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ubb34\ub108\ub728\ub824 \uc798\ubabb\ub41c \ub77c\ubca8\ub9c1, \uc608\uc0b0 \ub0ad\ube44, \ubd80\uc815\ud655\ud55c \ubaa8\ub378\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI \uc911\uc2ec IT \uc544\uc6c3\uc18c\uc2f1 \uae30\uc5c5\uc73c\ub85c\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uace0\uac1d\uc774 \uc62c\ubc14\ub978 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc815\uae30\uc801\uc73c\ub85c \uc548\ub0b4\ud569\ub2c8\ub2e4. \uc989, \uc5b8\uc81c \uc774\ubbf8\uc9c0\ub97c \ubd84\ub958\ud574\uc57c \ud558\ub294\uc9c0, \uc5b8\uc81c \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud574\uc57c \ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc5b4\ub5bb\uac8c \ud6a8\uc728\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uba85\ud655\ud788 \uc81c\uc2dc\ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uae00\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc758 \ud575\uc2ec \ucc28\uc774\uc810, \uc774\uc0c1\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uac01 \uc811\uadfc\ubc95\uc758 \uc5b4\ub178\ud14c\uc774\uc158 \uc804\ub7b5\uc744 \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uc601\ud5a5\uacfc \uc7a5\uae30\uc801 \ud655\uc7a5\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uc5b4 \uccb4\uacc4\uc801\uc73c\ub85c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98_%EC%A0%95%EC%9D%98_%EC%9C%A0%ED%98%95_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D_%EB%B0%8F_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958: \uc815\uc758, \uc720\ud615, \uc791\ub3d9 \ubc29\uc2dd \ubc0f \ud65c\uc6a9 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EB%9E%80_%EB%AC%B4%EC%97%87%EC%8A%B5%EB%8B%88%EA%B9%8C\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\ub780 \ubb34\uc5c7\uc2b5\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\ub294 \uc774\ubbf8\uc9c0 \uc804\uccb4\uc758 \ucf58\ud150\uce20\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub098\uc758 \ub77c\ubca8 \ub610\ub294 \uce74\ud14c\uace0\ub9ac\ub97c \ud560\ub2f9\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c <\/span><i><span style=\"font-weight: 400;\">\u201c<strong>\uc774 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \ub300\uc0c1\uc740 \ubb34\uc5c7\uc2b5\ub2c8\uae4c<\/strong>?\u201d<\/span><\/i><span style=\"font-weight: 400;\">\ub77c\ub294 \uc9c8\ubb38\uc5d0 \ucef4\ud4e8\ud130\uac00 \ub2f5\ud558\ub3c4\ub85d \uac00\ub974\uce58\ub294 \uac83\uc774\ub77c\uace0 \uc0dd\uac01\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc608\ub97c \ub4e4\uc5b4, \uacf5\uc6d0\uc5d0\uc11c \ub180\uace0 \uc788\ub294 \uace8\ub4e0 \ub9ac\ud2b8\ub9ac\ubc84 \uc0ac\uc9c4\uc744 \uc785\ub825\ud558\uba74, \uc798 \ud559\uc2b5\ub41c \uc774\ubbf8\uc9c0 \ubd84\ub958 \ubaa8\ub378\uc740 \uc790\uc2e0 \uc788\uac8c \u201c<strong>dog<\/strong>\u201d\uc774\ub77c\ub294 \ub77c\ubca8\uc744 \ubc18\ud658\ud558\uba70, \ud504\ub808\uc784 \ub0b4\uc5d0\uc11c \uac00\uc7a5 \ub450\ub4dc\ub7ec\uc9c4 \ub300\uc0c1\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub610 \ub2e4\ub978 \uc608\uc2dc: \ub3c4\ub85c \uc774\ubbf8\uc9c0\ub97c \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uba74, \ubaa8\ub378\uc740 <\/span><i><span style=\"font-weight: 400;\">\u201c<strong>\uc774\uac83\uc740 \uc790\ub3d9\ucc28 \uc0ac\uc9c4\uc785\ub2c8\ub2e4<\/strong>.\u201d<\/span><\/i><span style=\"font-weight: 400;\">\ub77c\uace0 \ub2f5\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc740 \uc790\ub3d9\ucc28\uac00 \uc5b4\ub514\uc5d0 \uc788\ub294\uc9c0, \uc0ac\ub78c\uc774 \uc788\ub294\uc9c0, \uc2e0\ud638\ub4f1\uc774 \uc788\ub294\uc9c0\ub294 \uc54c\ub824\uc8fc\uc9c0 \uc54a\uace0, \ub2e8\uc9c0 \uac00\uc7a5 \uad00\ub828\uc131 \ub192\uc740 \ub77c\ubca8\uc778 \u201c<strong>car<\/strong>\u201d\ub9cc \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-40797 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-2.png\" alt=\"\" width=\"801\" height=\"451\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-2.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-2-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-2-768x432.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uce5c \uc5b4\ub178\ud14c\uc774\uc158 \uc720\ud615, \ubc29\ubc95\ub860, \uadf8\ub9ac\uace0 \uc2e4\uc9c8\uc801\uc778 \uad6c\ud604\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uac1c\uc694\ub294 <\/span><a href=\"https:\/\/www.gdsonline.tech\/ko\/lts-gds-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%96%b4%eb%85%b8%ed%85%8c%ec%9d%b4%ec%85%98\/\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc5b4\ub178\ud14c\uc774\uc158\uc774\ub780 \ubb34\uc5c7\uc778\uac00: \uc720\ud615, \uae30\ubc95 \ubc0f \ubaa8\ubc94 \uc0ac\ub840<\/span><\/i><span style=\"font-weight: 400;\"> \uac00\uc774\ub4dc<\/span><\/a><span style=\"font-weight: 400;\">\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4><b>\uc774\ubbf8\uc9c0 \ubd84\ub958 \uc720\ud615\u00a0<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\ud604\ub300 \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc2dc\uc2a4\ud15c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/span><\/p>\n<h4><b>\ub2e8\uc77c \ub77c\ubca8 \ubd84\ub958\u00a0<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\uc804\ud1b5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c, \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \ud655\uc815\ub41c \uce74\ud14c\uace0\ub9ac\ub97c \ud560\ub2f9\ud569\ub2c8\ub2e4. \uc608: \uc774\ubbf8\uc9c0\ub294 \u201ccat\u201d \ub610\ub294 \u201cdog\u201d\ub85c \ubd84\ub958\ub418\uc9c0\ub9cc \ub3d9\uc2dc\uc5d0 \ub458 \ub2e4\ub294 \uc544\ub2d9\ub2c8\ub2e4. \uba85\ud655\ud55c \ubc94\uc8fc\ud654\uac00 \ud544\uc694\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ub2e4\uc911 \ub77c\ubca8 \ubd84\ub958<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\uace0\uae09 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c, \uc2e4\uc81c \uc774\ubbf8\uc9c0\uc5d0\ub294 \uc5ec\ub7ec \uad00\ub828 \uce74\ud14c\uace0\ub9ac\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc74c\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4. \uc608: \uc57c\uc678 \uc7a5\uba74\uc740 \ub3d9\uc2dc\uc5d0 \u201cmountain\u201d, \u201cforest\u201d, \u201clake\u201d, \u201csunset\u201d\uc73c\ub85c \ub77c\ubca8\ub9c1\ub420 \uc218 \uc788\uc73c\uba70, \ud6c4\uc18d \uc751\uc6a9\uc744 \uc704\ud55c \ub354 \ud48d\ubd80\ud55c \ub9e5\ub77d \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958 \uc791\ub3d9 \ubc29\uc2dd<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958 \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c <\/span><b>\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNNs)<\/b><span style=\"font-weight: 400;\">\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac00\uc7a5\uc790\ub9ac, \uc9c8\uac10, \ubaa8\uc591\uacfc \uac19\uc740 \uacc4\uce35\uc801 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc740 \ub77c\ubca8\ub9c1\ub41c \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud559\uc2b5\ud558\uc5ec \ub2e4\uc591\ud55c \ud074\ub798\uc2a4\uc5d0 \ud574\ub2f9\ud558\ub294 \ud328\ud134\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ucd9c\ub825\uc740 \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud574 \ud558\ub098\uc758 \ud074\ub798\uc2a4 \ub77c\ubca8\uc744 \uc81c\uacf5\ud558\uba70, \uc8fc\uc694 \uac1d\uccb4\ub098 \uc7a5\uba74\uc744 \ubc18\uc601\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uc8fc\uc694 \ub2e8\uacc4<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc785\ub825 \uc774\ubbf8\uc9c0:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0\ub97c \ud53d\uc140 \ub370\uc774\ud130\ub85c \ubc1b\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud2b9\uc9d5 \ucd94\ucd9c:<\/b><span style=\"font-weight: 400;\"> CNN \uacc4\uce35\uc774 \uac00\uc7a5\uc790\ub9ac\uc640 \uc9c8\uac10 \uac19\uc740 \uae30\ubcf8 \ud2b9\uc9d5\uc744 \ud0d0\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uacc4\uce35\uc801 \ud559\uc2b5:<\/b><span style=\"font-weight: 400;\"> \ub354 \uae4a\uc740 \uacc4\uce35\uc774 \ub2e8\uc21c \ud2b9\uc9d5\uc744 \uacb0\ud569\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud615\ud0dc\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubd84\ub958:<\/b><span style=\"font-weight: 400;\"> \uc644\uc804 \uc5f0\uacb0 \uacc4\uce35\uc774 \ud2b9\uc9d5\uc744 \ubd84\uc11d\ud558\uc5ec \ub2e8\uc77c \ub77c\ubca8\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ucd9c\ub825:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc758 \ub77c\ubca8\uc744 \uc774\ubbf8\uc9c0\uc5d0 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud6c8\ub828:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 \ub77c\ubca8\ub9c1\ub41c \uc608\uc81c\ub97c \ud1b5\ud574 \uc5ed\uc804\ud30c\ub85c \uc131\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%9D%98_%EC%A3%BC%EC%9A%94_%ED%8A%B9%EC%A7%95\"><\/span><b>\uc694\uc57d: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uc8fc\uc694 \ud2b9\uc9d5\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\ud56d\ubaa9\u00a0<\/b><\/td>\n<td><b>\uc138\ubd80 \uc0ac\ud56d\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\uc8fc\uc694 \uae30\ub2a5<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \uc804\uccb4\uc5d0 \ub2e8\uc77c \uce74\ud14c\uace0\ub9ac\/\ub77c\ubca8\uc744 \ud560\ub2f9<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucd9c\ub825 \uc720\ud615<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ud558\ub098\uc758 \ud074\ub798\uc2a4 \ub77c\ubca8<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ubcf5\uc7a1\uc131 \uc218\uc900<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc911\uac04 \u2013 \uc774\ubbf8\uc9c0 \uc804\uccb4 \ucf58\ud150\uce20\uc5d0 \uc9d1\uc911<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ud559\uc2b5 \uc694\uad6c\uc0ac\ud56d<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ud074\ub798\uc2a4 \uce74\ud14c\uace0\ub9ac\ub85c \ub77c\ubca8\ub9c1\ub41c \uc774\ubbf8\uc9c0<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucc98\ub9ac \uc18d\ub3c4<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uac1d\uccb4 \ud0d0\uc9c0\ubcf4\ub2e4 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ube60\ub984<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%A0%95%EC%9D%98_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D_%EB%B0%8F_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><b>\uac1d\uccb4 \ud0d0\uc9c0: \uc815\uc758, \uc791\ub3d9 \ubc29\uc2dd \ubc0f \ud65c\uc6a9 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80%EB%9E%80_%EB%AC%B4%EC%97%87%EC%9E%85%EB%8B%88%EA%B9%8C\"><\/span><b>\uac1d\uccb4 \ud0d0\uc9c0\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\uac00 \uc774\ubbf8\uc9c0 \uc548\uc5d0 <\/span><i><span style=\"font-weight: 400;\">\ubb34\uc5c7<\/span><\/i><span style=\"font-weight: 400;\">\uc774 \uc788\ub294\uc9c0\ub97c \uc798 \uc2dd\ubcc4\ud55c\ub2e4\uba74, \uac1d\uccb4 \ud0d0\uc9c0\ub294 \uc2dc\uac01\uc801 \uc774\ud574\ub97c \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ucf1c <\/span><i><span style=\"font-weight: 400;\">\u201c<strong>\ubb34\uc5c7\uc785\ub2c8\uae4c<\/strong>\u201d<\/span><\/i><span style=\"font-weight: 400;\">\uacfc <\/span><i><span style=\"font-weight: 400;\">\u201c<strong>\uc5b4\ub514\uc5d0 \uc788\uc2b5\ub2c8\uae4c<\/strong>\u201d<\/span><\/i><span style=\"font-weight: 400;\">\ub97c \ub3d9\uc2dc\uc5d0 \ub2f5\ud569\ub2c8\ub2e4. <\/span><span style=\"font-weight: 400;\">\uc774 \uc815\uad50\ud55c \uae30\uc220\uc740 \ub2e8\uc77c \uc774\ubbf8\uc9c0 \ub0b4\uc5d0\uc11c \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac01 \uac1d\uccb4\uc758 \uc704\uce58\ub97c <\/span><b>\ubc14\uc6b4\ub529 \ubc15\uc2a4<\/b><span style=\"font-weight: 400;\">\ub85c \uc815\ud655\ud788 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uac1d\uccb4 \ud0d0\uc9c0(Object detection)\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc5d0 \ube44\ud574 \uc0c1\ub2f9\ud788 \ub192\uc740 \ubcf5\uc7a1\uc131\uc744 \ub098\ud0c0\ub0b4\uba70, \ub3d9\uc2dc\uc5d0 \ub450 \uac00\uc9c0 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \uc989, \ubd84\ub958 \u2013 \uc774\ubbf8\uc9c0\uc5d0 \uc5b4\ub5a4 \uac1d\uccb4\uac00 \uc874\uc7ac\ud558\ub294\uc9c0 \uc2dd\ubcc4\ud558\uace0, \uc704\uce58 \uc9c0\uc815 \u2013 \uac1d\uccb4\uac00 \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub514\uc5d0 \uc815\ud655\ud788 \uc704\uce58\ud558\ub294\uc9c0\ub97c \uacb0\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-40800 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-1.png\" alt=\"\" width=\"801\" height=\"451\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-1.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-1-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-1-768x432.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\"><\/span><b>\uac1d\uccb4 \ud0d0\uc9c0 \uc791\ub3d9 \ubc29\uc2dd<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uac1d\uccb4 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc740 <\/span><b>\ubd84\ub958\uc640<\/b> <b>\uc704\uce58 \uc9c0\uc815<\/b><span style=\"font-weight: 400;\">\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uc694\uad6c\ub97c \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc815\uad50\ud55c \uc2e0\uacbd\ub9dd \uad6c\uc870\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%98%81%EC%97%AD_%EA%B8%B0%EB%B0%98_%EC%A0%91%EA%B7%BC%EB%B2%95\"><\/span><b>\uc601\uc5ed \uae30\ubc18 \uc811\uadfc\ubc95\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Faster R-CNN<\/b><span style=\"font-weight: 400;\">\uacfc \uac19\uc740 \uae30\uc220\uc740 \uba3c\uc800 \uc7a0\uc7ac\uc801\uc778 \uac1d\uccb4 \uc601\uc5ed\uc744 \uc0dd\uc131\ud55c \ud6c4, \ud574\ub2f9 \uc601\uc5ed \ub0b4 \uac1d\uccb4\ub97c \ubd84\ub958\ud558\uace0 \uc704\uce58\ub97c \uc815\uc81c\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc\ubc95\uc740 \uc815\ud655\ub3c4\uac00 \ub192\uc9c0\ub9cc \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EB%8B%A8%EC%9D%BC_%ED%8C%A8%EC%8A%A4_%ED%83%90%EC%A7%80\"><\/span><b>\ub2e8\uc77c \ud328\uc2a4 \ud0d0\uc9c0<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>YOLO (You Only Look Once)<\/b><span style=\"font-weight: 400;\">\uc640 <\/span><b>SSD (Single Shot MultiBox Detector)<\/b><span style=\"font-weight: 400;\"> \uac19\uc740 \ucd5c\uc2e0 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub124\ud2b8\uc6cc\ud06c\ub97c \ud55c \ubc88\ub9cc \ud1b5\uacfc\ud558\uc5ec \ud0d0\uc9c0\ub97c \uc218\ud589\ud558\uba70, \ub354 \ube60\ub978 \ucc98\ub9ac \uc18d\ub3c4\ub97c \uc81c\uacf5\ud574 \uc2e4\uc2dc\uac04 \uc751\uc6a9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80%EC%9D%98_%EC%A3%BC%EC%9A%94_%ED%8A%B9%EC%A7%95\"><\/span><b>\uc694\uc57d: \uac1d\uccb4 \ud0d0\uc9c0\uc758 \uc8fc\uc694 \ud2b9\uc9d5\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\ud2b9\uc9d5\u00a0<\/b><\/td>\n<td><b>\uc0ac\uc591\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\uc8fc\uc694 \uae30\ub2a5<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ub0b4 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58 \uc9c0\uc815<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucd9c\ub825 \uc720\ud615<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc88c\ud45c\uc640 \ud568\uaed8 \uc5ec\ub7ec \ud074\ub798\uc2a4 \ub77c\ubca8<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ubcf5\uc7a1\uc131 \uc218\uc900<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ub192\uc74c \u2013 \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815 \ubaa8\ub450 \ud544\uc694<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ud559\uc2b5 \ub370\uc774\ud130<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ud074\ub798\uc2a4 \ub77c\ubca8\uacfc \uc815\ud655\ud55c \uc5b4\ub178\ud14c\uc774\uc158\uc774 \ud3ec\ud568\ub41c \uc774\ubbf8\uc9c0<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucc98\ub9ac \uc694\uad6c\uc0ac\ud56d<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ub9ce\uc740 \uacc4\uc0b0 \uc790\uc6d0 \ud544\uc694<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc815\ubc00\ub3c4 \uc218\uc900<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uac1d\uccb4 \uacbd\uacc4\uc5d0 \ub300\ud55c \ud53d\uc140 \uc218\uc900 \uc815\ud655\ub3c4<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%A3%BC%EC%9A%94_%EC%B0%A8%EC%9D%B4%EC%A0%90\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0: \uc8fc\uc694 \ucc28\uc774\uc810<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc758 \uadfc\ubcf8\uc801\uc778 \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ub294 \uc62c\ubc14\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-40803 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2.png\" alt=\"\" width=\"801\" height=\"451\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-768x432.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9E%91%EC%97%85_%EB%B3%B5%EC%9E%A1%EC%84%B1_%EB%B0%8F_%EA%B3%84%EC%82%B0_%EC%9A%94%EA%B5%AC%EC%82%AC%ED%95%AD\"><\/span><b>\uc791\uc5c5 \ubcf5\uc7a1\uc131 \ubc0f \uacc4\uc0b0 \uc694\uad6c\uc0ac\ud56d\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uc774\ubbf8\uc9c0 \ubd84\ub958:<\/b><span style=\"font-weight: 400;\"> \uc804\uccb4 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \uce74\ud14c\uace0\ub9ac\ub97c \uacb0\uc815\ud558\ub294 \ub370\ub9cc \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uc21c\ud654\ub41c \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub0ae\uc740 \uacc4\uc0b0 \uc694\uad6c\uc0ac\ud56d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub354 \ube60\ub978 \ucc98\ub9ac \uc18d\ub3c4<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub2e8\uc21c\ud55c \ubaa8\ub378 \uad6c\uc870<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc904\uc5b4\ub4e0 \ud559\uc2b5 \ub370\uc774\ud130 \uc694\uad6c<\/span><\/li>\n<\/ul>\n<p><b>\uac1d\uccb4 \ud0d0\uc9c0\ub294\u00a0<\/b><span style=\"font-weight: 400;\">\uc5ec\ub7ec \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud569\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub2e8\uc77c \uc774\ubbf8\uc9c0 \ub0b4 \ub2e4\uc591\ud55c \uac1d\uccb4 \uc2dd\ubcc4<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uac01 \uac1d\uccb4\uc758 \uc815\ud655\ud55c \uc704\uce58 \uacb0\uc815<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub354 \ub192\uc740 \uacc4\uc0b0 \ube44\uc6a9<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub354 \uc815\uad50\ud55c \uc2e0\uacbd\ub9dd \uad6c\uc870<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%B6%9C%EB%A0%A5_%ED%98%95%EC%8B%9D_%EB%B0%8F_%EC%A0%95%EB%B3%B4_%ED%92%8D%EB%B6%80%EC%84%B1\"><\/span><b>\ucd9c\ub825 \ud615\uc2dd \ubc0f \uc815\ubcf4 \ud48d\ubd80\uc131\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uc774\ubbf8\uc9c0 \ubd84\ub958:<\/b><span style=\"font-weight: 400;\"> \ucd9c\ub825\uc740 \ud558\ub098\uc758 \ub77c\ubca8\uacfc \uc2e0\ub8b0\ub3c4 \uc810\uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">\uc608\uc2dc:<\/span><\/i><span style=\"font-weight: 400;\"> \u201cCar (94% confidence)\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc801\ud569: \ucf58\ud150\uce20 \ubd84\ub958, \uae30\ubcf8 \uc778\uc2dd \uc791\uc5c5<\/span><\/li>\n<\/ul>\n<p><b>\uac1d\uccb4 \ud0d0\uc9c0:<\/b><span style=\"font-weight: 400;\"> \ucd9c\ub825\uc740 \uc5ec\ub7ec \uac1d\uccb4\uc640 \uc704\uce58 \uc88c\ud45c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><i><span style=\"font-weight: 400;\">\uc608\uc2dc:<\/span><\/i><span style=\"font-weight: 400;\"> \u201cCar (x: 150, y: 200, width: 300, height: 250, confidence: 94%)\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc801\ud569: \uacf5\uac04 \ubd84\uc11d, \uc0c1\ud638\uc791\uc6a9 \uc751\uc6a9, \uc790\uc728 \uc2dc\uc2a4\ud15c<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%ED%95%99%EC%8A%B5_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EB%B0%8F_%EC%96%B4%EB%85%B8%ED%85%8C%EC%9D%B4%EC%85%98_%EC%9A%94%EA%B5%AC%EC%82%AC%ED%95%AD\"><\/span><b>\ud559\uc2b5 \ub370\uc774\ud130 \ubc0f \uc5b4\ub178\ud14c\uc774\uc158 \uc694\uad6c\uc0ac\ud56d\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\ud6c8\ub828 \ub370\uc774\ud130\uc758 \uc720\ud615\uacfc \uc591\uc5d0 \ub530\ub77c \ubcf5\uc7a1\uc131 \ucc28\uc774\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uacbd\uc6b0 \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \uc8fc\uc694 \uce74\ud14c\uace0\ub9ac \ub77c\ubca8\uc744 \ubd80\uc5ec\ud558\ub294 \ub2e8\uc21c\ud55c \ub77c\ubca8\ub9c1\ub9cc \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \uc5b4\ub178\ud14c\uc774\uc158\uc774 \ube44\uad50\uc801 \uac04\ub2e8\ud558\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubc18\uba74 \uac1d\uccb4 \ud0d0\uc9c0\ub294 \uac01 \uc774\ubbf8\uc9c0 \ub0b4 \ubaa8\ub4e0 \uad00\uc2ec \uac1d\uccb4\uc5d0 \ub300\ud574 \uc815\ud655\ud55c \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubc00\ud55c \uc5b4\ub178\ud14c\uc774\uc158 \uacfc\uc815\uc740 \uc804\ubb38\uc801\uc778 \uae30\uc220\uc744 \ud544\uc694\ub85c \ud558\uba70 \uc0c1\ub2f9\ud55c \uc2dc\uac04 \ud22c\uc790\uac00 \uc694\uad6c\ub418\ubbc0\ub85c, \ub300\ubd80\ubd84\uc758 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uad6c\ud604\uc5d0\uc11c\ub294 \uc804\ubb38 \uc774\ubbf8\uc9c0 \uc5b4\ub178\ud14c\uc774\uc158 \uc11c\ube44\uc2a4\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><b>\ud65c\uc6a9 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uc0b0\uc5c5 \/ \uc751\uc6a9 \ubd84\uc57c<\/b><\/td>\n<td><b>\uc774\ubbf8\uc9c0 \ubd84\ub958 \ud65c\uc6a9 \uc0ac\ub840<\/b><\/td>\n<td><b>\uac1d\uccb4 \ud0d0\uc9c0 \ud65c\uc6a9 \uc0ac\ub840<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc81c\uc870 \ubc0f \ud488\uc9c8 \uad00\ub9ac<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubd88\ub7c9 \uc81c\ud488 \ud0d0\uc9c0, \uc790\uc7ac \ubd84\ub958, \uc870\ub9bd \ub77c\uc778\uc5d0\uc11c \ud56d\ubaa9 \uc815\ub9ac<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacb0\ud568 \ud0d0\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815, \ucee8\ubca0\uc774\uc5b4 \ubca8\ud2b8 \uc704 \ubd80\ud488 \uc2dd\ubcc4 \ubc0f \uac80\uc0ac<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud5ec\uc2a4\ucf00\uc5b4 &amp; \uc758\ub8cc \uc601\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc758\ub8cc \uc601\uc0c1(X-ray, MRI) \ubd84\ub958\ub97c \ud1b5\ud55c \uc9c8\ubcd1 \uc9c4\ub2e8, \ud53c\ubd80 \ubcd1\ubcc0 \ubd84\ub958<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc885\uc591, \uc774\uc0c1 \uc9d5\ud6c4, \ud2b9\uc815 \ud574\ubd80\ud559\uc801 \uad6c\uc870\ub97c \ud0d0\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815\ud558\uc5ec \uce58\ub8cc \uacc4\ud68d \uc9c0\uc6d0<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub18d\uc5c5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc791\ubb3c \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1, \uc7a1\ucd08 \ud0d0\uc9c0, \uacfc\uc77c \uc219\ub3c4 \ubd84\ub958, \uc218\ud655\ub7c9 \ucd94\uc815<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud574\ucda9 \ud0d0\uc9c0, \ubcd1\ub4e0 \uc2dd\ubb3c\uc774\ub098 \uc7a1\ucd08\ub97c \uad6d\uc18c\uc801\uc73c\ub85c \ucc3e\uc544\ub0b4\uc5b4 \ub9de\ucda4\ud615 \ucc98\ub9ac<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc790\ub3d9\ucc28<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucc28\ub7c9 \uce74\uba54\ub77c\ub85c \uac10\uc9c0\ub41c \uad50\ud1b5 \ud45c\uc9c0\ud310, \ubcf4\ud589\uc790 \ubd84\ub958, \uc6b4\uc804\uc790 \ud589\ub3d9 \ubd84\uc11d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\ud589\uc790, \ucc28\ub7c9, \uc7a5\uc560\ubb3c \ud0d0\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815\uc73c\ub85c \uc790\uc728\uc8fc\ud589\uacfc \uc548\uc804 \uc2dc\uc2a4\ud15c \uc9c0\uc6d0<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc18c\ub9e4 &amp; \uc804\uc790\uc0c1\uac70\ub798<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc81c\ud488 \uc778\uc2dd, \uc2dc\uac01 \uac80\uc0c9, \uace0\uac1d \ud589\ub3d9 \ubd84\uc11d, \uc7ac\uace0 \ubd84\ub958<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc81c\ud488 \ubc30\uce58 \ud0d0\uc9c0, \ub9e4\ub300 \uc0c1\ud488 \uc218\ub7c9 \ud30c\uc545, \uace0\uac1d \uc0c1\ud638\uc791\uc6a9 \ubaa8\ub2c8\ud130\ub9c1<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc548 &amp; \uac10\uc2dc<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc5bc\uad74 \uc778\uc2dd, \uc7a5\uba74 \ubd84\ub958, \uad00\uc2ec \uc778\ubb3c \uc2dd\ubcc4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac1c\uc778, \uc758\uc2ec \ubb3c\uccb4, \ud65c\ub3d9\uc744 \uc2e4\uc2dc\uac04 \uc601\uc0c1\uc5d0\uc11c \ud0d0\uc9c0 \ubc0f \ucd94\uc801<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucf58\ud150\uce20 \ubaa8\ub354\ub808\uc774\uc158<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc548\uc804\ud55c \ucf58\ud150\uce20\uc640 NSFW \ucf58\ud150\uce20 \ubd84\ub958\ub85c \ubd80\uc801\uc808\ud55c \uc790\ub8cc \ud544\ud130\ub9c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub098 \uc601\uc0c1 \uc18d \ud2b9\uc815 \uc720\ud574 \uac1d\uccb4\ub098 \uc7a5\uba74 \ud0d0\uc9c0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%A3%BC%EC%9A%94_%EC%B0%A8%EC%9D%B4%EC%A0%90\"><\/span><strong>\uc694\uc57d: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0 \uc8fc\uc694 \ucc28\uc774\uc810<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-40806 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-3.png\" alt=\"\" width=\"801\" height=\"451\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-3.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-3-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-2-3-768x432.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>\uce21\uba74\u00a0<\/b><\/td>\n<td><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\u00a0<\/b><\/td>\n<td><b>\uac1d\uccb4 \ud0d0\uc9c0\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc791\uc5c5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\uccb4 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \ub77c\ubca8\uc744 \ubd80\uc5ec<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \ubc14\uc6b4\ub529 \ubc15\uc2a4\ub85c \uc704\uce58 \uc9c0\uc815<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucd9c\ub825<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ub2e8\uc77c \ud074\ub798\uc2a4 \ub77c\ubca8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ub2e4\uc911 \ud074\ub798\uc2a4 \ub77c\ubca8\uacfc \ubc14\uc6b4\ub529 \ubc15\uc2a4<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubcf5\uc7a1\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub2e8\uc21c\ud568; \uc8fc\uc694 \ub300\uc0c1\uc5d0 \uc9d1\uc911<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ubcf5\uc7a1\ud568; \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815 \ubaa8\ub450 \ud3ec\ud568<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc5b4\ub178\ud14c\uc774\uc158 \uc720\ud615\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \uc218\uc900 \ub77c\ubca8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc5b4\ub178\ud14c\uc774\uc158<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud65c\uc6a9 \uc0ac\ub840\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc0ac\uc9c4 \uc815\ub9ac, \uc758\ub8cc \uc9c4\ub2e8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9, \uac10\uc2dc, \ub9ac\ud14c\uc77c \ubd84\uc11d<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uacc4\uc0b0 \ube44\uc6a9\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc704\uce58 \uc9c0\uc815\uacfc \ub2e4\uc911 \uac1d\uccb4 \ucc98\ub9ac\ub85c \uc778\ud574 \ub192\uc74c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">CNNs<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Faster R-CNN, YOLO, SSD<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud3c9\uac00 \uc9c0\ud45c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728<\/span><\/td>\n<td><span style=\"font-weight: 400;\">IoU, mAP<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EA%B3%BC_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EA%B3%B5%ED%86%B5%EC%A0%90\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uacfc \uac1d\uccb4 \ud0d0\uc9c0: \uacf5\ud1b5\uc810<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0\uc11c \uc11c\ub85c \ub2e4\ub978 \ubaa9\uc801\uc744 \uc218\ud589\ud558\uc9c0\ub9cc, \uae30\ubcf8 \uae30\uc220\uacfc \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uce21\uba74\uc5d0\uc11c \uc5ec\ub7ec \uc911\uc694\ud55c \uacf5\ud1b5\uc810\uc744 \uacf5\uc720\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub450 \uc791\uc5c5\uc758 \uacbd\uacc4\uac00 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ud750\ub824\uc9c0\uba70, \uac00\uc7a5 \ubc1c\uc804\ub41c \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc740 \ub450 \uac00\uc9c0\ub97c \ud1b5\ud569\ud558\uc5ec \ub354 \ud48d\ubd80\ud558\uace0 \ub9e5\ub77d\uc801\uc778 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>\uce21\uba74\u00a0<\/b><\/td>\n<td><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\u00a0<\/b><\/td>\n<td><b>\uac1d\uccb4 \ud0d0\uc9c0<\/b><\/td>\n<td><b>\uacf5\ud1b5\uc810\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud575\uc2ec \uae30\uc220\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">CNN\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0 \ud2b9\uc9d5 \ucd94\ucd9c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">CNN \uae30\ubc18 \ud2b9\uc9d5 \ucd94\ucd9c, \uc601\uc5ed \uc81c\uc548 \ub124\ud2b8\uc6cc\ud06c\uc640 \uacb0\ud569<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub458 \ub2e4 CNN \uae30\ubc18 \ub525\ub7ec\ub2dd \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacc4\uce35\uc801 \ud2b9\uc9d5 \ud559\uc2b5 \uc218\ud589<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud2b9\uc9d5 \ucd94\ucd9c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac00\uc7a5\uc790\ub9ac, \uc9c8\uac10, \ud615\ud0dc \ub4f1 \uace0\uc218\uc900 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uc5ec \uc804\uccb4 \uc774\ubbf8\uc9c0 \ubd84\ub958<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc720\uc0ac\ud55c \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uc5ec \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4 \ubc0f \uc704\uce58 \uc9c0\uc815<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub450 \uc791\uc5c5 \ubaa8\ub450 \uadfc\ubcf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \ud2b9\uc9d5 \ucd94\ucd9c \uacfc\uc815\uc744 \uac70\uce68<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ud328\ub7ec\ub2e4\uc784\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub85c \uc9c0\ub3c4 \ud559\uc2b5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc14\uc6b4\ub529 \ubc15\uc2a4\uc640 \ud074\ub798\uc2a4 \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub85c \uc9c0\ub3c4 \ud559\uc2b5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub458 \ub2e4 \uc8fc\uc11d \ub370\uc774\ud130\uc14b\uc744 \ud544\uc694\ub85c \ud558\uba70 \uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud1b5\ud574 \ubaa8\ub378 \ud6c8\ub828<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc804\ucc98\ub9ac\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud06c\uae30 \uc870\uc815, \uc815\uaddc\ud654, \uc99d\uac15\uc744 \uc801\uc6a9\ud558\uc5ec \ubaa8\ub378 \uac15\uac74\uc131 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc720\uc0ac\ud55c \uc804\ucc98\ub9ac \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5 \ub370\uc774\ud130 \uc900\ube44<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uc774 \ub300\ubd80\ubd84 \uacf5\uc720\ub428<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc751\uc6a9 \ubd84\uc57c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud5ec\uc2a4\ucf00\uc5b4, \ub9ac\ud14c\uc77c, \uc790\ub3d9\ucc28 \ub4f1\uc5d0\uc11c \uc774\ubbf8\uc9c0 \ubd84\ub958 \ud65c\uc6a9<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc790\uc728\uc8fc\ud589, \uac10\uc2dc, \ub9ac\ud14c\uc77c \ubd84\uc11d \ub4f1\uc5d0\uc11c \uac1d\uccb4 \ud0d0\uc9c0 \ud65c\uc6a9<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub458 \ub2e4 \uc774\ubbf8\uc9c0 \uc774\ud574\uc5d0 \uae30\uc5ec\ud558\uba70 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \ud559\uc2b5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub300\uaddc\ubaa8 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uc14b \ud544\uc694<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ud06c\uace0 \uc0c1\uc138\ud55c \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc8fc\uc11d \ub370\uc774\ud130\uc14b \ud544\uc694<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub458 \ub2e4 \ubc18\ubcf5\uc801 \ucd5c\uc801\ud654(\uc608: \uc5ed\uc804\ud30c)\ub97c \ud1b5\ud574 \uc624\ub958 \ucd5c\uc18c\ud654<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucd9c\ub825 \ud615\uc2dd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ub2e8\uc77c \ub77c\ubca8 \uc0dd\uc131<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ub2e4\uc911 \ub77c\ubca8\uacfc \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc0dd\uc131<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub458 \ub2e4 \ud074\ub798\uc2a4 \uc608\uce21\uc744 \ucd9c\ub825\ud558\uc9c0\ub9cc, \uc138\ubd84\uc131\uacfc \uc704\uce58 \uc9c0\uc815\uc5d0\uc11c \ucc28\uc774 \uc874\uc7ac<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%9C%A0%EC%82%AC%EC%A0%90\"><\/span><b>\uc694\uc57d: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0 \uc720\uc0ac\uc810<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub525\ub7ec\ub2dd \ubc31\ubcf8 (Deep learning backbone):<\/b><span style=\"font-weight: 400;\"> \ub450 \uc791\uc5c5 \ubaa8\ub450 CNN\uc5d0 \ud06c\uac8c \uc758\uc874\ud558\uc5ec \uc6d0\uc2dc \uc774\ubbf8\uc9c0\uc5d0\uc11c \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uba70, \uc218\ub3d9 \ud2b9\uc9d5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc9c0\ub3c4 \ud559\uc2b5 (Supervised learning):<\/b><span style=\"font-weight: 400;\"> \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0\uc5d0\ub3c4 \uc77c\ubc18\ud654\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc774\ubbf8\uc9c0 \uc774\ud574 (Image understanding):<\/b><span style=\"font-weight: 400;\"> \ub450 \uc791\uc5c5 \ubaa8\ub450 \uc2dc\uac01\uc801 \ucf58\ud150\uce20\ub97c \ud574\uc11d\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud558\uba70, \ubd84\ub958\ub294 \uc804\uccb4 \uc774\ubbf8\uc9c0\ub97c \uc911\uc2ec\uc73c\ub85c \ud558\uace0 \ud0d0\uc9c0\ub294 \uac1c\ubcc4 \uac1d\uccb4\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc804\ucc98\ub9ac \ubc0f \ud559\uc2b5 (Preprocessing and training):<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130 \uc99d\uac15, \uadf8\ub798\ub514\uc5b8\ud2b8 \uae30\ubc18 \ucd5c\uc801\ud654 \ub4f1 \ub9ce\uc740 \uc804\ucc98\ub9ac \ub2e8\uacc4\uc640 \ud559\uc2b5 \ubc29\ubc95\ub860\uc744 \uacf5\uc720\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0b0\uc5c5 \ud65c\uc6a9 \uc0ac\ub840 (Industry use cases):<\/b><span style=\"font-weight: 400;\"> \ud5ec\uc2a4\ucf00\uc5b4, \uc790\ub3d9\ucc28, \ub9ac\ud14c\uc77c, \ubcf4\uc548 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub110\ub9ac \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%98%AC%EB%B0%94%EB%A5%B8_%EC%A0%91%EA%B7%BC_%EB%B0%A9%EC%8B%9D_%EC%84%A0%ED%83%9D_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80\"><\/span><b>\uc62c\ubc14\ub978 \uc811\uadfc \ubc29\uc2dd \uc120\ud0dd: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0 \uc911\uc5d0\uc11c \uc120\ud0dd\ud558\ub294 \uc77c\uc740 \ud56d\uc0c1 \ub2e8\uc21c\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ucd5c\uc801\uc758 \uc120\ud0dd\uc740 \uadc0\uc0ac\uc758 \uad6c\uccb4\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d, \uae30\uc220\uc801 \uc81c\uc57d \uc870\uac74, \uadf8\ub9ac\uace0 \uc7a5\uae30\uc801\uc778 \ubaa9\ud45c\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-40809 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-3-2.png\" alt=\"\" width=\"801\" height=\"451\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-3-2.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-3-2-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-2-copy-3-2-768x432.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EA%B0%80_%EB%9B%B0%EC%96%B4%EB%82%9C_%EA%B2%BD%EC%9A%B0\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uac00 \ub6f0\uc5b4\ub09c \uacbd\uc6b0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uc8fc\uc694 \ubaa9\ud45c:<\/b><span style=\"font-weight: 400;\"> \uac1d\uccb4\uc758 \uc815\ud655\ud55c \uc704\uce58\ub97c \uc54c \ud544\uc694 \uc5c6\uc774 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \ub300\uc0c1\uc774\ub098 \uc804\uccb4\uc801\uc778 \ub0b4\uc6a9\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ud65c\uc6a9 \uc0ac\ub840:<\/b><span style=\"font-weight: 400;\"> \ucf58\ud150\uce20 \ud0dc\uae45, \uc758\ub8cc \uc601\uc0c1 \uc9c4\ub2e8, \ud488\uc9c8 \uad00\ub9ac, \uadf8\ub9ac\uace0 \uc774\ubbf8\uc9c0\ub2f9 \ud558\ub098\uc758 \ub77c\ubca8\ub9cc\uc73c\ub85c \ucda9\ubd84\ud55c \uc0c1\ud669\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc7a5\uc810:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubaa8\ub378\uc774 \ub2e8\uc21c\ud558\uace0 \ud559\uc2b5 \uc18d\ub3c4\uac00 \ube60\ub985\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \uc218\uc900 \ub77c\ubca8\ub9cc \ud544\uc694\ud558\ubbc0\ub85c \uc5b4\ub178\ud14c\uc774\uc158 \uc791\uc5c5\uacfc \ube44\uc6a9\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uacc4\uc0b0 \uc694\uad6c\uac00 \ub0ae\uc544 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub098 \uc81c\ud55c\ub41c \uc790\uc6d0\uc5d0\uc11c\ub3c4 \ubc30\ud3ec\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\uc81c\ud55c\uc810:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud558\ub098\uc758 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc5ec\ub7ec \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud558\uac70\ub098 \uc704\uce58\ub97c \uc9c0\uc815\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uacf5\uac04\uc801 \uc778\uc2dd\uc774 \ud544\uc694\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc815\ubcf4 \uc81c\uacf5\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80%EA%B0%80_%ED%95%84%EC%88%98%EC%A0%81%EC%9D%B8_%EA%B2%BD%EC%9A%B0\"><\/span><b>\uac1d\uccb4 \ud0d0\uc9c0\uac00 \ud544\uc218\uc801\uc778 \uacbd\uc6b0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uc8fc\uc694 \ubaa9\ud45c:<\/b><span style=\"font-weight: 400;\"> \uac01 \uac1d\uccb4\uc5d0 \ub300\ud55c \ubc14\uc6b4\ub529 \ubc15\uc2a4\uc640 \ud074\ub798\uc2a4 \ub77c\ubca8\uc744 \uc608\uce21\ud558\uc5ec \uc774\ubbf8\uc9c0 \ub0b4 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \uc9c0\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ud65c\uc6a9 \uc0ac\ub840:<\/b><span style=\"font-weight: 400;\"> \uc790\uc728\uc8fc\ud589(\ubcf4\ud589\uc790\uc640 \ucc28\ub7c9 \ud0d0\uc9c0), \uac10\uc2dc, \ub9ac\ud14c\uc77c \ubd84\uc11d(\uc81c\ud488 \ubc30\uce58), \ub85c\ubcf4\ud2f1\uc2a4, \uadf8\ub9ac\uace0 \uacf5\uac04\uc801 \ub9e5\ub77d\uc774 \ud544\uc694\ud55c \ubaa8\ub4e0 \uc751\uc6a9 \ubd84\uc57c.<\/span><\/p>\n<p><b>\uc7a5\uc810:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uac1d\uccb4\uc758 \uc704\uce58\ub97c \uc9c0\uc815\ud568\uc73c\ub85c\uc368 \uc7a5\uba74\uc744 \uc0c1\uc138\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \uc5ec\ub7ec \uac1d\uccb4 \ud074\ub798\uc2a4\uc640 \uc778\uc2a4\ud134\uc2a4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\uc81c\ud55c\uc810:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub354 \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc740 \ubc14\uc6b4\ub529 \ubc15\uc2a4\uac00 \ud3ec\ud568\ub41c \uad11\ubc94\uc704\ud55c \uc8fc\uc11d \ub370\uc774\ud130\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uacc4\uc0b0 \ube44\uc6a9\uc774 \ub192\uace0 \ud559\uc2b5 \uc2dc\uac04\uc774 \ub354 \uae38\uc5b4\uc9d1\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud559\uc2b5\uacfc \ucd94\ub860 \ubaa8\ub450\uc5d0\uc11c GPU\uc640 \uac19\uc740 \ub354 \uac15\ub825\ud55c \ud558\ub4dc\uc6e8\uc5b4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\ud1b5\ucc30:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc\ubc95:<\/b><span style=\"font-weight: 400;\"> \uc77c\ubd80 \uc751\uc6a9 \ubd84\uc57c\ub294 \ub450 \uae30\uc220\uc744 \uacb0\ud569\ud558\uba74 \uc774\uc810\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uba3c\uc800 \uc801\uc6a9\ud574 \uc774\ubbf8\uc9c0\ub97c \ube60\ub974\uac8c \ud544\ud130\ub9c1\ud55c \ud6c4 \uac1d\uccb4 \ud0d0\uc9c0\ub97c \ud1b5\ud574 \uc0c1\uc138 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud3ec\uad04\uc801\uc778 \uc2dc\uac01 AI \uc194\ub8e8\uc158\uc744 \uad6c\ud604\ud558\ub824\ub294 \uae30\uc5c5\uc5d0\uac8c\ub294 \uc774 <a href=\"https:\/\/www.gdsonline.tech\/ko\/3%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95%ec%9d%98-%ec%9d%b4%eb%af%b8%ec%a7%80-%ec%84%b8%ea%b7%b8%eb%a9%98%ed%85%8c%ec%9d%b4%ec%85%98\/\" target=\"_blank\" rel=\"noopener\">\uc138 \uac00\uc9c0 \uc774\ubbf8\uc9c0 \ubd84\ud560 \uae30\uc220<\/a>\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uac74\ucd95\uc801 \uc758\uc0ac\uacb0\uc815\uc744 \ud604\uba85\ud558\uac8c \ub0b4\ub9ac\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uac00 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5b4\ub178\ud14c\uc774\uc158 \uc608\uc0b0:<\/b><span style=\"font-weight: 400;\"> \uc5b4\ub178\ud14c\uc774\uc158 \uc790\uc6d0\uc774 \uc81c\ud55c\uc801\uc774\ub77c\uba74 \uc774\ubbf8\uc9c0 \ubd84\ub958\uac00 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ucd9c\ubc1c\uc810\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c, \uac1d\uccb4 \ud0d0\uc9c0\ub97c \uc704\ud55c \uc0c1\uc138\ud55c \uc5b4\ub178\ud14c\uc774\uc158\uc5d0 \ud22c\uc790\ud558\ub294 \uac83\uc740 \uc704\uce58 \uc9c0\uc815\uc774 \uc911\uc694\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud070 \uac00\uce58\ub97c \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud655\uc7a5\uc131:<\/b><span style=\"font-weight: 400;\"> \uac1d\uccb4 \ud0d0\uc9c0 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \uc815\ud655\ub3c4\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc778 \ud29c\ub2dd\uacfc \uc7ac\ud559\uc2b5\uc774 \ud544\uc694\ud558\uc9c0\ub9cc, \ubd84\ub958 \ubaa8\ub378\uc740 \uc0c1\ub300\uc801\uc73c\ub85c \uc720\uc9c0 \uad00\ub9ac\uac00 \ub354 \ub2e8\uc21c\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uace0\uac1d \uc694\uad6c:<\/b><span style=\"font-weight: 400;\"> \uace0\uac1d\uc758 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \uc6b4\uc601 \uc81c\uc57d\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uac00\uc7a5 \uc801\uc808\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ucd94\ucc9c\ud558\ub294 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EC%84%A0%ED%83%9D_%EA%B8%B0%EC%A4%80\"><\/span><b>\uc694\uc57d: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0 \uc120\ud0dd \uae30\uc900<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uce21\uba74\u00a0<\/b><\/td>\n<td><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\u00a0<\/b><\/td>\n<td><b>\uac1d\uccb4 \ud0d0\uc9c0\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc791\uc5c5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\uccb4 \uc774\ubbf8\uc9c0\uc5d0 \ub2e8\uc77c \ub77c\ubca8 \ubd80\uc5ec<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc5ec\ub7ec \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud558\uace0 \ubc14\uc6b4\ub529 \ubc15\uc2a4\ub85c \uc704\uce58 \uc9c0\uc815<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucd9c\ub825<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ud558\ub098\uc758 \ud074\ub798\uc2a4 \ub77c\ubca8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub2f9 \ub2e4\uc911 \ud074\ub798\uc2a4 \ub77c\ubca8 + \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc88c\ud45c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc5b4\ub178\ud14c\uc774\uc158\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \uc218\uc900 \ub77c\ubca8\ub9cc \ud544\uc694<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc5b4\ub178\ud14c\uc774\uc158 \ud544\uc694<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \ubcf5\uc7a1\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc77c\ubc18\uc801\uc73c\ub85c \ub2e8\uc21c\ud568<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ubcf5\uc7a1\ud568; \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815 \uacb0\ud569<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uacc4\uc0b0 \ube44\uc6a9\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub192\uc74c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud65c\uc6a9 \uc0ac\ub840\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ud0dc\uae45, \uc758\ub8cc \uc601\uc0c1, \ud488\uc9c8 \uad00\ub9ac<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc790\uc728\uc8fc\ud589, \uac10\uc2dc, \ub9ac\ud14c\uc77c \ubd84\uc11d<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ub370\uc774\ud130\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud074\ub798\uc2a4\/\uce74\ud14c\uace0\ub9ac \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud074\ub798\uc2a4\/\uce74\ud14c\uace0\ub9ac \ub77c\ubca8 + \ubc14\uc6b4\ub529 \ubc15\uc2a4\uac00 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucd94\ub860 \uc18d\ub3c4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ube60\ub984; \uc81c\ud55c\ub41c \ud558\ub4dc\uc6e8\uc5b4\uc5d0\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \uc801\ud569<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ub290\ub9bc; \uc2e4\uc2dc\uac04 \uc0ac\uc6a9\uc744 \uc704\ud574 \ucd5c\uc801\ud654 \ud544\uc694<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"%EA%B8%B0%EC%88%A0%EC%A0%81_%EA%B3%A0%EB%A0%A4%EC%82%AC%ED%95%AD_%EA%B5%AC%ED%98%84_%EB%AA%A8%EB%B2%94_%EC%82%AC%EB%A1%80\"><\/span><b>\uae30\uc220\uc801 \uace0\ub824\uc0ac\ud56d: \uad6c\ud604 \ubaa8\ubc94 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uace0\uc131\ub2a5 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130, \ubaa8\ub378, \uc778\ud504\ub77c, \ud53c\ub4dc\ubc31 \ub8e8\ud504 \ub4f1 \uc804\uccb4 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc815\uad50\ud558\uac8c \uc124\uacc4\ud574\uc57c \ud558\uba70, \uc2e4\uc81c \ud658\uacbd\uc758 \uc694\uad6c\ub97c \uc815\ud655\ud558\uace0 \ubbfc\ucca9\ud558\uac8c \ucda9\uc871\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \uc870\uc9c1\uc774 \ud6a8\uacfc\uc801\uc774\uace0 \uc601\ud5a5\ub825 \uc788\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud575\uc2ec \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B3%A0%ED%92%88%EC%A7%88%C2%B7%EB%8B%A4%EC%96%91%ED%95%9C_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%9A%B0%EC%84%A0%EC%8B%9C\"><\/span><b>\uace0\ud488\uc9c8\u00b7\ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc6b0\uc120\uc2dc<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ub294 \uae30\ubc18\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \uac15\uac74\uc131\uc740 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \ub2e4\uc591\uc131\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub2e4\uc591\ud55c \uc870\uba85 \uc870\uac74, \uac01\ub3c4, \uac00\ub9bc(occlusion), \uac1d\uccb4 \ud06c\uae30\ub97c \ud3ec\ud568\ud558\ub294 \ub370\uc774\ud130\uc14b\uc744 \uc218\uc9d1\ud558\uc5ec \ubaa8\ub378\uc774 \uc2e4\uc81c \ud658\uacbd\uc5d0 \uc798 \uc77c\ubc18\ud654\ub418\ub3c4\ub85d \ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5b4\ub178\ud14c\uc774\uc158 \uc815\ud655\uc131<\/b><span style=\"font-weight: 400;\">: \ubd84\ub958\uc758 \uacbd\uc6b0 \uc77c\uad00\ub418\uace0 \uc815\ud655\ud55c \uc774\ubbf8\uc9c0 \uc218\uc900 \ub77c\ubca8\uc744 \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4. \ud0d0\uc9c0\uc758 \uacbd\uc6b0 \ubc14\uc6b4\ub529 \ubc15\uc2a4\ub294 \uac1d\uccb4 \uc804\uccb4\ub97c \uc815\ud655\ud788 \ud3ec\ud568\ud558\uace0 \uac00\ub824\uc9c4 \uac1d\uccb4\uae4c\uc9c0 \ud45c\uc2dc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub2a5\ub3d9 \ud559\uc2b5(active learning)<\/b><span style=\"font-weight: 400;\">: \uc778\uac04 \uc804\ubb38\uac00\uc640 \uae30\uacc4 \ubcf4\uc870 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uacb0\ud569\ud558\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ub77c\ubca8\ub9c1\ud558\uace0 \ub370\uc774\ud130 \ud488\uc9c8\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A0%84%EC%B2%98%EB%A6%AC_%EB%B0%8F_%EC%A6%9D%EA%B0%95_%EC%B5%9C%EC%A0%81%ED%99%94\"><\/span><b>\ub370\uc774\ud130 \uc804\ucc98\ub9ac \ubc0f \uc99d\uac15 \ucd5c\uc801\ud654<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0\ub97c \uc815\uaddc\ud654\ud558\uace0 \ud06c\uae30\ub97c \uc870\uc815\ud558\uc5ec \uc785\ub825 \ucc28\uc6d0\uacfc \ud53d\uc140 \uac12 \ubc94\uc704\ub97c \uc77c\uad00\ub418\uac8c \uc720\uc9c0\ud558\uba74 \ubaa8\ub378 \uc218\ub834\uc774 \uac1c\uc120\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub4a4\uc9d1\uae30, \ud68c\uc804, \ud06c\uae30 \uc870\uc815, \uc0c9\uc0c1 \ubcc0\ud654(color jittering)\uc640 \uac19\uc740 \uc99d\uac15 \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc14b \ub2e4\uc591\uc131\uc744 \uc778\uc704\uc801\uc73c\ub85c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uac00\ub824\uc9c4 \uc774\ubbf8\uc9c0, \ud750\ub9bf\ud55c \uc774\ubbf8\uc9c0, \uc800\uc870\ub3c4 \uc774\ubbf8\uc9c0\uc640 \uac19\uc740 \uc5b4\ub824\uc6b4 \uc0ac\ub840\ub97c \ud3ec\ud568\uc2dc\ucf1c \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc131\ub2a5\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A0%81%EC%A0%88%ED%95%9C_%EB%AA%A8%EB%8D%B8_%EC%95%84%ED%82%A4%ED%85%8D%EC%B2%98_%EC%84%A0%ED%83%9D_%EB%B0%8F_%ED%8A%9C%EB%8B%9D\"><\/span><b>\uc801\uc808\ud55c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \uc120\ud0dd \ubc0f \ud29c\ub2dd<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud504\ub85c\uc81d\ud2b8 \uc694\uad6c\uc5d0 \ub9de\uac8c \ubaa8\ub378 \ubcf5\uc7a1\uc131\uc744 \uc870\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc774\ubbf8\uc9c0 \ubd84\ub958<\/b><span style=\"font-weight: 400;\">: ResNet, EfficientNet \uac19\uc740 CNN\uc740 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc758 \uade0\ud615\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c\ub294 Vision Transformer(ViT)\ub97c \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac1d\uccb4 \ud0d0\uc9c0<\/b><span style=\"font-weight: 400;\">: \ub192\uc740 \uc815\ud655\ub3c4\uc758 Faster R-CNN \uac19\uc740 2\ub2e8\uacc4 \ud0d0\uc9c0\uae30 \ub610\ub294 \uc2e4\uc2dc\uac04 \uc751\uc6a9\uc5d0 \uc801\ud569\ud55c YOLO, SSD \uac19\uc740 \ub2e8\uc77c \ub2e8\uacc4 \ud0d0\uc9c0\uae30\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc804\uc774 \ud559\uc2b5(transfer learning)<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5\ub41c \uac00\uc911\uce58\ub97c \ud65c\uc6a9\ud558\uc5ec \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uac00 \uc81c\ud55c\ub41c \uacbd\uc6b0\uc5d0\ub3c4 \ud559\uc2b5 \uc2dc\uac04\uc744 \uc904\uc774\uace0 \uc815\ud655\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%ED%95%98%EC%9D%B4%ED%8D%BC%ED%8C%8C%EB%9D%BC%EB%AF%B8%ED%84%B0_%EC%B5%9C%EC%A0%81%ED%99%94_%EB%B0%8F_%EC%A0%95%EA%B7%9C%ED%99%94\"><\/span><b>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654 \ubc0f \uc815\uaddc\ud654<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud559\uc2b5\ub960, \ubc30\uce58 \ud06c\uae30, \uc635\ud2f0\ub9c8\uc774\uc800 \uc120\ud0dd\uacfc \uac19\uc740 \ud575\uc2ec \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubca0\uc774\uc9c0\uc548 \ucd5c\uc801\ud654\uc640 \uac19\uc740 \uc9c0\ub2a5\uc801 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \ud0d0\uc0c9\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub4dc\ub86d\uc544\uc6c3, L1\/L2 \ud328\ub110\ud2f0\uc640 \uac19\uc740 \uc815\uaddc\ud654 \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uc5ec \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud558\uace0 \uc77c\ubc18\ud654\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub2c8\ud130\ub9c1 \uc9c0\ud45c<\/b><span style=\"font-weight: 400;\">: \ubd84\ub958\ub294 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728, F1-score\ub97c, \ud0d0\uc9c0\ub294 mAP(mean Average Precision), IoU(Intersection over Union)\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A0%95%ED%99%95%EC%84%B1%EA%B3%BC_%EA%B3%84%EC%82%B0_%ED%9A%A8%EC%9C%A8%EC%84%B1%EC%9D%98_%EA%B7%A0%ED%98%95_%EC%9C%A0%EC%A7%80\"><\/span><b>\uc815\ud655\uc131\uacfc \uacc4\uc0b0 \ud6a8\uc728\uc131\uc758 \uade0\ud615 \uc720\uc9c0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubc30\ud3ec \ud658\uacbd\uc5d0 \ub9de\uac8c \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc5e3\uc9c0\ub098 \uc2e4\uc2dc\uac04 \uc751\uc6a9\uc5d0\uc11c\ub294 \ubaa8\ub378 \uac00\uc9c0\uce58\uae30(pruning), \uc591\uc790\ud654(quantization), \uacbd\ub7c9 \uc544\ud0a4\ud14d\ucc98\ub97c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GPU, TPU, \ud2b9\uc218 \uac00\uc18d\uae30\ub97c \ud65c\uc6a9\ud558\uc5ec \ud559\uc2b5\uacfc \ucd94\ub860 \uc18d\ub3c4\ub97c \ub192\uc774\uace0, \ud6a8\uc728\uc801\uc778 \uba54\ubaa8\ub9ac \uad00\ub9ac\uc640 \ubcd1\ub82c \ucc98\ub9ac\ub97c \ud1b5\ud574 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc815\ubc00\ub3c4\uc640 \uc18d\ub3c4 \uac04\uc758 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud3c9\uac00\ud558\uc5ec \uc751\uc6a9\ubcc4 \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%ED%99%95%EC%9E%A5_%EA%B0%80%EB%8A%A5%ED%95%9C_%EB%B0%B0%ED%8F%AC_%EB%B0%8F_%EC%9C%A0%EC%A7%80_%EA%B4%80%EB%A6%AC_%EA%B3%84%ED%9A%8D\"><\/span><b>\ud655\uc7a5 \uac00\ub2a5\ud55c \ubc30\ud3ec \ubc0f \uc720\uc9c0 \uad00\ub9ac \uacc4\ud68d<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ub294 \ubc30\ud3ec \uc804\ub7b5\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\uc628\ud504\ub808\ubbf8\uc2a4(on-premises):<\/b><span style=\"font-weight: 400;\"> \ub0ae\uc740 \uc9c0\uc5f0\uacfc \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\uc7a5<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\ud074\ub77c\uc6b0\ub4dc(cloud):<\/b><span style=\"font-weight: 400;\"> \ud655\uc7a5\uc131\uacfc \uc720\uc5f0\uc131 \uc81c\uacf5<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\uc5e3\uc9c0 \ucef4\ud4e8\ud305(edge computing):<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130 \uc18c\uc2a4 \uadfc\ucc98\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ucc98\ub9ac<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubc30\ud3ec \ud6c4 \ubaa8\ub378 \uc131\ub2a5\uc744 \ucd94\uc801\ud560 \uc218 \uc788\ub294 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uad6c\ud604\ud558\uc5ec \ub370\uc774\ud130 \ubd84\ud3ec\uac00 \ubcc0\ud654\ud560 \ub54c \uc7ac\ud559\uc2b5\uacfc \ubbf8\uc138 \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uae30\uc874 IT \uc778\ud504\ub77c\uc640\uc758 \ud1b5\ud569 \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud558\uc5ec \uc6d0\ud65c\ud55c \uc6b4\uc601\uacfc \ubbf8\ub798 \ud655\uc7a5\uc131\uc744 \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%ED%91%9C_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98_%EB%B0%8F_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80_%EA%B5%AC%ED%98%84_%EB%AA%A8%EB%B2%94_%EC%82%AC%EB%A1%80\"><\/span><b>\uc694\uc57d \ud45c: \uc774\ubbf8\uc9c0 \ubd84\ub958 \ubc0f \uac1d\uccb4 \ud0d0\uc9c0 \uad6c\ud604 \ubaa8\ubc94 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uce21\uba74\u00a0<\/b><\/td>\n<td><b>\ubaa8\ubc94 \uc0ac\ub840<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ud488\uc9c8\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub2e4\uc591\ud558\uace0 \uc798 \uc8fc\uc11d\ub41c \ub370\uc774\ud130\uc14b \ud655\ubcf4; \uac00\ub824\uc9c4 \uac1d\uccb4\uc640 \ubd80\ubd84 \uac1d\uccb4 \ub77c\ubca8\ub9c1; \ub2a5\ub3d9 \ud559\uc2b5 \ud65c\uc6a9<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc804\ucc98\ub9ac &amp; \uc99d\uac15\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc815\uaddc\ud654, \ud06c\uae30 \uc870\uc815; \ud68c\uc804, \ub4a4\uc9d1\uae30, \ud06c\uae30 \ubcc0\uacbd \ub4f1 \uc99d\uac15; \uc5b4\ub824\uc6b4 \uc0ac\ub840 \ud3ec\ud568<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \uc120\ud0dd\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubd84\ub958: CNNs (ResNet, EfficientNet); \ud0d0\uc9c0: Faster R-CNN, YOLO, SSD<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ucd5c\uc801\ud654\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd(\ud559\uc2b5\ub960, \ubc30\uce58 \ud06c\uae30); \uc815\uaddc\ud654(dropout, L1\/L2); \uc804\uc774 \ud559\uc2b5 \ud65c\uc6a9<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc131\ub2a5 \uade0\ud615<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc815\ud655\ub3c4\uc640 \uc18d\ub3c4 \ucd5c\uc801\ud654; \uac00\uc9c0\uce58\uae30(pruning), \uc591\uc790\ud654(quantization); \ud558\ub4dc\uc6e8\uc5b4 \uac00\uc18d \ud65c\uc6a9<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubc30\ud3ec \uc804\ub7b5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c0\uc5f0, \ud504\ub77c\uc774\ubc84\uc2dc, \ud655\uc7a5\uc131 \uc694\uad6c\uc5d0 \ub530\ub77c \uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \uc5e3\uc9c0 \uc120\ud0dd<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc720\uc9c0 \uad00\ub9ac<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \ud53c\ub4dc\ubc31 \ub8e8\ud504, \uc7ac\ud559\uc2b5, \uc778\ud504\ub77c \ud1b5\ud569<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B4%EB%AF%B8%EC%A7%80_%EB%B6%84%EB%A5%98%EC%99%80_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80%EC%97%90%EB%8C%80%ED%95%9C_%EC%9E%90%EC%A3%BC_%EB%AC%BB%EB%8A%94%EC%A7%88%EB%AC%B8\"><\/span><b>\uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc5d0\ub300\ud55c \uc790\uc8fc \ubb3b\ub294\uc9c8\ubb38<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li><b> \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc758 \uc8fc\uc694 \ucc28\uc774\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ubd84\ub958\ub294 \uc804\uccb4 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \ub77c\ubca8\uc744 \ubd80\uc5ec\ud558\uc5ec \uc8fc\uc694 \uac1d\uccb4\ub098 \uc7a5\uba74\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ubc18\uba74 \uac1d\uccb4 \ud0d0\uc9c0\ub294 \uc774\ubbf8\uc9c0 \ub0b4 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \ubc14\uc6b4\ub529 \ubc15\uc2a4\ub97c \ud1b5\ud574 \uc704\uce58\ub97c \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"2\">\n<li><b> \uac1d\uccb4 \ud0d0\uc9c0 \ub300\uc2e0 \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc5b8\uc81c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774\ubbf8\uc9c0 \ub0b4 \uac1d\uccb4\uc758 \uc704\uce58\ub97c \uc54c \ud544\uc694 \uc5c6\uc774 \ubb34\uc5c7\uc774 \uc788\ub294\uc9c0\ub9cc \ud655\uc778\ud558\uba74 \ub418\ub294 \uacbd\uc6b0, \uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc9c4 \ud0dc\uae45\uc774\ub098 \uc758\ub8cc \uc9c4\ub2e8\uacfc \uac19\uc740 \uc0c1\ud669\uc5d0\uc11c \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"3\">\n<li><b> \uc65c \uac1d\uccb4 \ud0d0\uc9c0\uac00 \uc774\ubbf8\uc9c0 \ubd84\ub958\ubcf4\ub2e4 \ub354 \ubcf5\uc7a1\ud569\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uac1d\uccb4 \ud0d0\uc9c0\ub294 \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815\uc744 \uacb0\ud569\ud574\uc57c \ud558\ubbc0\ub85c \ubaa8\ub378\uc774 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc778\uc2dd\ud558\uace0 \uc815\ud655\ud788 \uc704\uce58\ub97c \uc9c0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ub354 \uc815\uad50\ud55c \uc5b4\ub178\ud14c\uc774\uc158\uacfc \ub192\uc740 \uacc4\uc0b0 \uc790\uc6d0\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EC%88%99%EB%A0%A8%EB%90%9C_%EC%A0%9C%EA%B3%B5%EC%97%85%EC%B2%B4%EC%99%80_%ED%98%91%EB%A0%A5\"><\/span><b>\uc219\ub828\ub41c \uc81c\uacf5\uc5c5\uccb4\uc640 \ud611\ub825<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uacbd\ud5d8\uc774 \ud48d\ubd80\ud55c \uc81c\uacf5\uc5c5\uccb4\uc640 \ud611\ub825\ud558\uba74 <a href=\"https:\/\/clutch.co\/data-processing\/annotation\/image\" target=\"_blank\" rel=\"noopener\">\uad6c\ud604 \uacfc\uc815<\/a>\uc5d0\uc11c \ud300\uc744 \uc548\ub0b4\ud558\uace0 \ud754\ud788 \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\ub97c \ud53c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \uc5b4\ub178\ud14c\uc774\uc158 \ud504\ub85c\uc81d\ud2b8\uc758 \ubcf5\uc7a1\uc131\uc740 \ub300\ubd80\ubd84\uc758 \uc870\uc9c1\uc5d0\uc11c \uc804\ubb38\uc801\uc778 \uc9c0\uc6d0\uc744 \uac00\uce58 \uc788\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<p><b>LTS GDS<\/b><span style=\"font-weight: 400;\">\ub294 \uace0\uc815\ubc00 \uc758\ubbf8\ub860\uc801 \ubd84\ud560 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \uc120\ub3c4\uc801\uc778 \uc5c5\uccb4\uc785\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 \uc815\ud655\uc131(98~99% \uc77c\uad00 \uc720\uc9c0)\uc740 \uc5c4\uaca9\ud55c \ub2e4\ub2e8\uacc4 \uac80\ud1a0 \ud504\ub85c\uc138\uc2a4\uc640 DEKRA \uc778\uc99d\uc744 \ud1b5\ud574 \uac80\uc99d\ub418\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uadc0\uc0ac\uc758 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc774 \uc6b0\uc218\ud55c \ub370\uc774\ud130 \uae30\ubc18 \uc704\uc5d0 \uad6c\ucd95\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc790\ub3d9\ucc28, \ub9ac\ud14c\uc77c \ubd84\uc11d, \uc0b0\uc5c5 \uc548\uc804 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uc758\ubbf8\ub860\uc801 \ubd84\ud560 \ud504\ub85c\uc81d\ud2b8\ub97c \ucc98\ub9ac\ud55c \uae4a\uc740 \uc804\ubb38\uc131\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ucef4\ud4e8\ud130 \ube44\uc804 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc804\ubb38\uc801\uc778 \uc9c0\uc6d0\uc744 \uc6d0\ud558\ub294 \uae30\uc5c5\uc744 \uc704\ud574, LTS GDS \ud300\uc740 \ucd08\uae30 \uc0c1\ub2f4\ubd80\ud130 \uc804\uccb4 \uad6c\ud604\uae4c\uc9c0 \ud3ec\uad04\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-40812 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-38-1.png\" alt=\"\" width=\"801\" height=\"201\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-38-1.png 801w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-38-1-300x75.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Artboard-38-1-768x193.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \uc131\uc219\uc73c\ub85c \uac00\ub294 \uacbd\uc7c1\uc5d0\uc11c \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uac00\uc7a5 \ud601\uc2e0\uc801\uc778 \uae30\uc220 \uc911 \ud558\ub098\ub85c \ub450\uac01\uc744 \ub098\ud0c0\ub0b4\uba70, \uc790\uc728\uc8fc\ud589\ucc28\uc640 \uc758\ub8cc \uc601\uc0c1\ubd80\ud130 \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac, \uc804\uc790\uc0c1\uac70\ub798 \uac1c\uc778\ud654\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubaa8\ub4e0 \uace0\uc131\ub2a5 \ube44\uc804 \ubaa8\ub378 \ub4a4\uc5d0\ub294 \uc911\uc694\ud55c \uae30\ubc18\uc774 \uc788\uc2b5\ub2c8\ub2e4: \uc815\ud655\ud55c \uc774\ubbf8\uc9c0 \uc5b4\ub178\ud14c\uc774\uc158 \uadf8\ub9ac\uace0 \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uacb0\uc815 \uc911 \ud558\ub098\ub294 \ubb34\uc5c7\uc2b5\ub2c8\uae4c? \ubc14\ub85c \uc774\ubbf8\uc9c0 \ubd84\ub958\uacfc\u00a0 \uac1d\uccb4 \ud0d0\uc9c0\uc785\ub2c8\ub2e4. \uc774 \ub450 \uac00\uc9c0\ub294 \uc11c\ub85c \ub300\uccb4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uac01\uac01\uc740 \ub2e4\ub978 \uc2dc\uac01\uc801 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uba70, \uace0\uc720\ud55c \uc5b4\ub178\ud14c\uc774\uc158 \uc811\uadfc\ubc95\uc744 \ud544\uc694\ub85c \ud558\uace0, \uc11c\ub85c \ub2e4\ub978 \ube44\uc988\ub2c8\uc2a4 \uacb0\uacfc\ub97c \uc774\ub04c\uc5b4\ub0c5\ub2c8\ub2e4. \uc798\ubabb\ub41c \uc120\ud0dd\uc740 \uc804\uccb4 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ubb34\ub108\ub728\ub824 \uc798\ubabb\ub41c \ub77c\ubca8\ub9c1, \uc608\uc0b0 \ub0ad\ube44, \ubd80\uc815\ud655\ud55c \ubaa8\ub378\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. AI \uc911\uc2ec IT \uc544\uc6c3\uc18c\uc2f1 \uae30\uc5c5\uc73c\ub85c\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uace0\uac1d\uc774 \uc62c\ubc14\ub978 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc815\uae30\uc801\uc73c\ub85c \uc548\ub0b4\ud569\ub2c8\ub2e4. \uc989, \uc5b8\uc81c \uc774\ubbf8\uc9c0\ub97c \ubd84\ub958\ud574\uc57c \ud558\ub294\uc9c0, \uc5b8\uc81c \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud574\uc57c \ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc5b4\ub5bb\uac8c \ud6a8\uc728\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uba85\ud655\ud788 \uc81c\uc2dc\ud569\ub2c8\ub2e4.\u00a0 \uc774 \uae00\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc758 \ud575\uc2ec \ucc28\uc774\uc810, \uc774\uc0c1\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uac01 \uc811\uadfc\ubc95\uc758 \uc5b4\ub178\ud14c\uc774\uc158 \uc804\ub7b5\uc744 \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uc601\ud5a5\uacfc \uc7a5\uae30\uc801 \ud655\uc7a5\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uc5b4 \uccb4\uacc4\uc801\uc73c\ub85c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958: \uc815\uc758, \uc720\ud615, \uc791\ub3d9 \ubc29\uc2dd \ubc0f \ud65c\uc6a9 \uc0ac\ub840 \uc774\ubbf8\uc9c0 \ubd84\ub958\ub780 \ubb34\uc5c7\uc2b5\ub2c8\uae4c?\u00a0\u00a0 \uc774\ubbf8\uc9c0 \ubd84\ub958\ub294 \uc774\ubbf8\uc9c0 \uc804\uccb4\uc758 \ucf58\ud150\uce20\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub098\uc758 \ub77c\ubca8 \ub610\ub294 \uce74\ud14c\uace0\ub9ac\ub97c \ud560\ub2f9\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \u201c\uc774 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \ub300\uc0c1\uc740 \ubb34\uc5c7\uc2b5\ub2c8\uae4c?\u201d\ub77c\ub294 \uc9c8\ubb38\uc5d0 \ucef4\ud4e8\ud130\uac00 \ub2f5\ud558\ub3c4\ub85d \uac00\ub974\uce58\ub294 \uac83\uc774\ub77c\uace0 \uc0dd\uac01\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uacf5\uc6d0\uc5d0\uc11c \ub180\uace0 \uc788\ub294 \uace8\ub4e0 \ub9ac\ud2b8\ub9ac\ubc84 \uc0ac\uc9c4\uc744 \uc785\ub825\ud558\uba74, \uc798 \ud559\uc2b5\ub41c \uc774\ubbf8\uc9c0 \ubd84\ub958 \ubaa8\ub378\uc740 \uc790\uc2e0 \uc788\uac8c \u201cdog\u201d\uc774\ub77c\ub294 \ub77c\ubca8\uc744 \ubc18\ud658\ud558\uba70, \ud504\ub808\uc784 \ub0b4\uc5d0\uc11c \uac00\uc7a5 \ub450\ub4dc\ub7ec\uc9c4 \ub300\uc0c1\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \uc608\uc2dc: \ub3c4\ub85c \uc774\ubbf8\uc9c0\ub97c \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uba74, \ubaa8\ub378\uc740 \u201c\uc774\uac83\uc740 \uc790\ub3d9\ucc28 \uc0ac\uc9c4\uc785\ub2c8\ub2e4.\u201d\ub77c\uace0 \ub2f5\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc740 \uc790\ub3d9\ucc28\uac00 \uc5b4\ub514\uc5d0 \uc788\ub294\uc9c0, \uc0ac\ub78c\uc774 \uc788\ub294\uc9c0, \uc2e0\ud638\ub4f1\uc774 \uc788\ub294\uc9c0\ub294 \uc54c\ub824\uc8fc\uc9c0 \uc54a\uace0, \ub2e8\uc9c0 \uac00\uc7a5 \uad00\ub828\uc131 \ub192\uc740 \ub77c\ubca8\uc778 \u201ccar\u201d\ub9cc \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uce5c \uc5b4\ub178\ud14c\uc774\uc158 \uc720\ud615, \ubc29\ubc95\ub860, \uadf8\ub9ac\uace0 \uc2e4\uc9c8\uc801\uc778 \uad6c\ud604\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uac1c\uc694\ub294 \ub370\uc774\ud130 \uc5b4\ub178\ud14c\uc774\uc158\uc774\ub780 \ubb34\uc5c7\uc778\uac00: \uc720\ud615, \uae30\ubc95 \ubc0f \ubaa8\ubc94 \uc0ac\ub840 \uac00\uc774\ub4dc\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc720\ud615\u00a0 \ud604\ub300 \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc2dc\uc2a4\ud15c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4: \ub2e8\uc77c \ub77c\ubca8 \ubd84\ub958\u00a0 \uc804\ud1b5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c, \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \ud655\uc815\ub41c \uce74\ud14c\uace0\ub9ac\ub97c \ud560\ub2f9\ud569\ub2c8\ub2e4. \uc608: \uc774\ubbf8\uc9c0\ub294 \u201ccat\u201d \ub610\ub294 \u201cdog\u201d\ub85c \ubd84\ub958\ub418\uc9c0\ub9cc \ub3d9\uc2dc\uc5d0 \ub458 \ub2e4\ub294 \uc544\ub2d9\ub2c8\ub2e4. \uba85\ud655\ud55c \ubc94\uc8fc\ud654\uac00 \ud544\uc694\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ub2e4\uc911 \ub77c\ubca8 \ubd84\ub958 \uace0\uae09 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c, \uc2e4\uc81c \uc774\ubbf8\uc9c0\uc5d0\ub294 \uc5ec\ub7ec \uad00\ub828 \uce74\ud14c\uace0\ub9ac\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc74c\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4. \uc608: \uc57c\uc678 \uc7a5\uba74\uc740 \ub3d9\uc2dc\uc5d0 \u201cmountain\u201d, \u201cforest\u201d, \u201clake\u201d, \u201csunset\u201d\uc73c\ub85c \ub77c\ubca8\ub9c1\ub420 \uc218 \uc788\uc73c\uba70, \ud6c4\uc18d \uc751\uc6a9\uc744 \uc704\ud55c \ub354 \ud48d\ubd80\ud55c \ub9e5\ub77d \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc791\ub3d9 \ubc29\uc2dd \uc774\ubbf8\uc9c0 \ubd84\ub958 \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNNs)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac00\uc7a5\uc790\ub9ac, \uc9c8\uac10, \ubaa8\uc591\uacfc \uac19\uc740 \uacc4\uce35\uc801 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc740 \ub77c\ubca8\ub9c1\ub41c \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud559\uc2b5\ud558\uc5ec \ub2e4\uc591\ud55c \ud074\ub798\uc2a4\uc5d0 \ud574\ub2f9\ud558\ub294 \ud328\ud134\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ucd9c\ub825\uc740 \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud574 \ud558\ub098\uc758 \ud074\ub798\uc2a4 \ub77c\ubca8\uc744 \uc81c\uacf5\ud558\uba70, \uc8fc\uc694 \uac1d\uccb4\ub098 \uc7a5\uba74\uc744 \ubc18\uc601\ud569\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uc8fc\uc694 \ub2e8\uacc4 \uc785\ub825 \uc774\ubbf8\uc9c0: \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0\ub97c \ud53d\uc140 \ub370\uc774\ud130\ub85c \ubc1b\uc2b5\ub2c8\ub2e4. \ud2b9\uc9d5 \ucd94\ucd9c: CNN \uacc4\uce35\uc774 \uac00\uc7a5\uc790\ub9ac\uc640 \uc9c8\uac10 \uac19\uc740 \uae30\ubcf8 \ud2b9\uc9d5\uc744 \ud0d0\uc9c0\ud569\ub2c8\ub2e4. \uacc4\uce35\uc801 \ud559\uc2b5: \ub354 \uae4a\uc740 \uacc4\uce35\uc774 \ub2e8\uc21c \ud2b9\uc9d5\uc744 \uacb0\ud569\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud615\ud0dc\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. \ubd84\ub958: \uc644\uc804 \uc5f0\uacb0 \uacc4\uce35\uc774 \ud2b9\uc9d5\uc744 \ubd84\uc11d\ud558\uc5ec \ub2e8\uc77c \ub77c\ubca8\uc744 \uc608\uce21\ud569\ub2c8\ub2e4. \ucd9c\ub825: \ubaa8\ub378\uc740 \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc758 \ub77c\ubca8\uc744 \uc774\ubbf8\uc9c0\uc5d0 \ud560\ub2f9\ud569\ub2c8\ub2e4. \ud6c8\ub828: \ubaa8\ub378\uc740 \ub77c\ubca8\ub9c1\ub41c \uc608\uc81c\ub97c \ud1b5\ud574 \uc5ed\uc804\ud30c\ub85c \uc131\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4. \uc694\uc57d: \uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uc8fc\uc694 \ud2b9\uc9d5\u00a0 \ud56d\ubaa9\u00a0 \uc138\ubd80 \uc0ac\ud56d\u00a0 \uc8fc\uc694 \uae30\ub2a5 \uc774\ubbf8\uc9c0 \uc804\uccb4\uc5d0 \ub2e8\uc77c \uce74\ud14c\uace0\ub9ac\/\ub77c\ubca8\uc744 \ud560\ub2f9 \ucd9c\ub825 \uc720\ud615 \uc774\ubbf8\uc9c0\ub2f9 \ud558\ub098\uc758 \ud074\ub798\uc2a4 \ub77c\ubca8 \ubcf5\uc7a1\uc131 \uc218\uc900 \uc911\uac04 \u2013 \uc774\ubbf8\uc9c0 \uc804\uccb4 \ucf58\ud150\uce20\uc5d0 \uc9d1\uc911 \ud559\uc2b5 \uc694\uad6c\uc0ac\ud56d \ud074\ub798\uc2a4 \uce74\ud14c\uace0\ub9ac\ub85c \ub77c\ubca8\ub9c1\ub41c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uc18d\ub3c4 \uac1d\uccb4 \ud0d0\uc9c0\ubcf4\ub2e4 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ube60\ub984 \uac1d\uccb4 \ud0d0\uc9c0: \uc815\uc758, \uc791\ub3d9 \ubc29\uc2dd \ubc0f \ud65c\uc6a9 \uc0ac\ub840 \uac1d\uccb4 \ud0d0\uc9c0\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0\u00a0 \uc774\ubbf8\uc9c0 \ubd84\ub958\uac00 \uc774\ubbf8\uc9c0 \uc548\uc5d0 \ubb34\uc5c7\uc774 \uc788\ub294\uc9c0\ub97c \uc798 \uc2dd\ubcc4\ud55c\ub2e4\uba74, \uac1d\uccb4 \ud0d0\uc9c0\ub294 \uc2dc\uac01\uc801 \uc774\ud574\ub97c \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ucf1c \u201c\ubb34\uc5c7\uc785\ub2c8\uae4c\u201d\uacfc \u201c\uc5b4\ub514\uc5d0 \uc788\uc2b5\ub2c8\uae4c\u201d\ub97c \ub3d9\uc2dc\uc5d0 \ub2f5\ud569\ub2c8\ub2e4. \uc774 \uc815\uad50\ud55c \uae30\uc220\uc740 \ub2e8\uc77c \uc774\ubbf8\uc9c0 \ub0b4\uc5d0\uc11c \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac01 \uac1d\uccb4\uc758 \uc704\uce58\ub97c \ubc14\uc6b4\ub529 \ubc15\uc2a4\ub85c \uc815\ud655\ud788 \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uac1d\uccb4 \ud0d0\uc9c0(Object detection)\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc5d0 \ube44\ud574 \uc0c1\ub2f9\ud788 \ub192\uc740 \ubcf5\uc7a1\uc131\uc744 \ub098\ud0c0\ub0b4\uba70, \ub3d9\uc2dc\uc5d0 \ub450 \uac00\uc9c0 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \uc989, \ubd84\ub958 \u2013 \uc774\ubbf8\uc9c0\uc5d0 \uc5b4\ub5a4 \uac1d\uccb4\uac00 \uc874\uc7ac\ud558\ub294\uc9c0 \uc2dd\ubcc4\ud558\uace0, \uc704\uce58 \uc9c0\uc815 \u2013 \uac1d\uccb4\uac00 \uc774\ubbf8\uc9c0 \ub0b4 \uc5b4\ub514\uc5d0 \uc815\ud655\ud788 \uc704\uce58\ud558\ub294\uc9c0\ub97c \uacb0\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uac1d\uccb4 \ud0d0\uc9c0 \uc791\ub3d9 \ubc29\uc2dd \uac1d\uccb4 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc740 \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uc694\uad6c\ub97c \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc815\uad50\ud55c \uc2e0\uacbd\ub9dd \uad6c\uc870\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc601\uc5ed \uae30\ubc18 \uc811\uadfc\ubc95\u00a0 Faster R-CNN\uacfc \uac19\uc740 \uae30\uc220\uc740 \uba3c\uc800 \uc7a0\uc7ac\uc801\uc778 \uac1d\uccb4 \uc601\uc5ed\uc744 \uc0dd\uc131\ud55c \ud6c4, \ud574\ub2f9 \uc601\uc5ed \ub0b4 \uac1d\uccb4\ub97c \ubd84\ub958\ud558\uace0 \uc704\uce58\ub97c \uc815\uc81c\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc\ubc95\uc740 \uc815\ud655\ub3c4\uac00 \ub192\uc9c0\ub9cc \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4. \ub2e8\uc77c \ud328\uc2a4 \ud0d0\uc9c0\u00a0 YOLO (You Only Look Once)\uc640 SSD (Single Shot MultiBox Detector) \uac19\uc740 \ucd5c\uc2e0 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub124\ud2b8\uc6cc\ud06c\ub97c \ud55c \ubc88\ub9cc \ud1b5\uacfc\ud558\uc5ec \ud0d0\uc9c0\ub97c \uc218\ud589\ud558\uba70, \ub354 \ube60\ub978 \ucc98\ub9ac \uc18d\ub3c4\ub97c \uc81c\uacf5\ud574 \uc2e4\uc2dc\uac04 \uc751\uc6a9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc694\uc57d: \uac1d\uccb4 \ud0d0\uc9c0\uc758 \uc8fc\uc694 \ud2b9\uc9d5\u00a0 \ud2b9\uc9d5\u00a0 \uc0ac\uc591\u00a0 \uc8fc\uc694 \uae30\ub2a5 \uc774\ubbf8\uc9c0 \ub0b4 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58 \uc9c0\uc815 \ucd9c\ub825 \uc720\ud615 \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc88c\ud45c\uc640 \ud568\uaed8 \uc5ec\ub7ec \ud074\ub798\uc2a4 \ub77c\ubca8 \ubcf5\uc7a1\uc131 \uc218\uc900 \ub192\uc74c \u2013 \ubd84\ub958\uc640 \uc704\uce58 \uc9c0\uc815 \ubaa8\ub450 \ud544\uc694 \ud559\uc2b5 \ub370\uc774\ud130 \ud074\ub798\uc2a4 \ub77c\ubca8\uacfc \uc815\ud655\ud55c \uc5b4\ub178\ud14c\uc774\uc158\uc774 \ud3ec\ud568\ub41c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uc694\uad6c\uc0ac\ud56d \ub354 \ub9ce\uc740 \uacc4\uc0b0 \uc790\uc6d0 \ud544\uc694 \uc815\ubc00\ub3c4 \uc218\uc900 \uac1d\uccb4 \uacbd\uacc4\uc5d0 \ub300\ud55c \ud53d\uc140 \uc218\uc900 \uc815\ud655\ub3c4 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0: \uc8fc\uc694 \ucc28\uc774\uc810 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \uac1d\uccb4 \ud0d0\uc9c0\uc758 \uadfc\ubcf8\uc801\uc778 \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ub294 \uc62c\ubc14\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc791\uc5c5 \ubcf5\uc7a1\uc131 \ubc0f \uacc4\uc0b0 \uc694\uad6c\uc0ac\ud56d\u00a0 \uc774\ubbf8\uc9c0 \ubd84\ub958: \uc804\uccb4 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \uce74\ud14c\uace0\ub9ac\ub97c \uacb0\uc815\ud558\ub294 \ub370\ub9cc \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uc21c\ud654\ub41c \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4: \ub0ae\uc740 \uacc4\uc0b0 \uc694\uad6c\uc0ac\ud56d \ub354 \ube60\ub978 \ucc98\ub9ac \uc18d\ub3c4 \ub2e8\uc21c\ud55c \ubaa8\ub378 \uad6c\uc870 \uc904\uc5b4\ub4e0 \ud559\uc2b5 \ub370\uc774\ud130 \uc694\uad6c \uac1d\uccb4 \ud0d0\uc9c0\ub294\u00a0\uc5ec\ub7ec \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud569\ub2c8\ub2e4: \ub2e8\uc77c \uc774\ubbf8\uc9c0 \ub0b4 \ub2e4\uc591\ud55c \uac1d\uccb4 \uc2dd\ubcc4 \uac01 \uac1d\uccb4\uc758 \uc815\ud655\ud55c \uc704\uce58 \uacb0\uc815 \ub354 \ub192\uc740 \uacc4\uc0b0 \ube44\uc6a9 \ub354 \uc815\uad50\ud55c \uc2e0\uacbd\ub9dd \uad6c\uc870 \ucd9c\ub825 \ud615\uc2dd \ubc0f \uc815\ubcf4 \ud48d\ubd80\uc131\u00a0 \uc774\ubbf8\uc9c0 \ubd84\ub958: \ucd9c\ub825\uc740 \ud558\ub098\uc758 \ub77c\ubca8\uacfc \uc2e0\ub8b0\ub3c4 \uc810\uc218\uc785\ub2c8\ub2e4. \uc608\uc2dc: \u201cCar (94% confidence)\u201d \uc801\ud569: \ucf58\ud150\uce20 \ubd84\ub958, \uae30\ubcf8 \uc778\uc2dd \uc791\uc5c5 \uac1d\uccb4 \ud0d0\uc9c0: \ucd9c\ub825\uc740 \uc5ec\ub7ec \uac1d\uccb4\uc640 \uc704\uce58 \uc88c\ud45c\uc785\ub2c8\ub2e4. \uc608\uc2dc: \u201cCar (x: 150, y: 200, width: 300, height: 250, confidence: 94%)\u201d \uc801\ud569: \uacf5\uac04 \ubd84\uc11d, \uc0c1\ud638\uc791\uc6a9 \uc751\uc6a9, \uc790\uc728 \uc2dc\uc2a4\ud15c \ud559\uc2b5 \ub370\uc774\ud130 \ubc0f \uc5b4\ub178\ud14c\uc774\uc158 \uc694\uad6c\uc0ac\ud56d\u00a0 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \uc720\ud615\uacfc \uc591\uc5d0 \ub530\ub77c \ubcf5\uc7a1\uc131 \ucc28\uc774\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ub958\uc758 \uacbd\uc6b0 \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ud558\ub098\uc758 \uc8fc\uc694 \uce74\ud14c\uace0\ub9ac \ub77c\ubca8\uc744 \ubd80\uc5ec\ud558\ub294 \ub2e8\uc21c\ud55c \ub77c\ubca8\ub9c1\ub9cc \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \uc5b4\ub178\ud14c\uc774\uc158\uc774 \ube44\uad50\uc801 \uac04\ub2e8\ud558\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.\u00a0 \ubc18\uba74 \uac1d\uccb4 \ud0d0\uc9c0\ub294 \uac01 \uc774\ubbf8\uc9c0 \ub0b4 \ubaa8\ub4e0 \uad00\uc2ec \uac1d\uccb4\uc5d0 \ub300\ud574 \uc815\ud655\ud55c \ubc14\uc6b4\ub529 \ubc15\uc2a4 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubc00\ud55c \uc5b4\ub178\ud14c\uc774\uc158 \uacfc\uc815\uc740 \uc804\ubb38\uc801\uc778 \uae30\uc220\uc744 \ud544\uc694\ub85c \ud558\uba70 \uc0c1\ub2f9\ud55c \uc2dc\uac04 \ud22c\uc790\uac00 \uc694\uad6c\ub418\ubbc0\ub85c, \ub300\ubd80\ubd84\uc758 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uad6c\ud604\uc5d0\uc11c\ub294 \uc804\ubb38 \uc774\ubbf8\uc9c0 \uc5b4\ub178\ud14c\uc774\uc158 \uc11c\ube44\uc2a4\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud65c\uc6a9 \uc0ac\ub840 \uc0b0\uc5c5 \/ \uc751\uc6a9 \ubd84\uc57c \uc774\ubbf8\uc9c0 \ubd84\ub958 \ud65c\uc6a9 \uc0ac\ub840 \uac1d\uccb4 \ud0d0\uc9c0 \ud65c\uc6a9 \uc0ac\ub840 \uc81c\uc870 \ubc0f \ud488\uc9c8 \uad00\ub9ac \ubd88\ub7c9 \uc81c\ud488 \ud0d0\uc9c0, \uc790\uc7ac \ubd84\ub958, \uc870\ub9bd \ub77c\uc778\uc5d0\uc11c \ud56d\ubaa9 \uc815\ub9ac \uacb0\ud568 \ud0d0\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815, \ucee8\ubca0\uc774\uc5b4 \ubca8\ud2b8 \uc704 \ubd80\ud488 \uc2dd\ubcc4 \ubc0f \uac80\uc0ac \ud5ec\uc2a4\ucf00\uc5b4 &amp; \uc758\ub8cc \uc601\uc0c1 \uc758\ub8cc \uc601\uc0c1(X-ray, MRI) \ubd84\ub958\ub97c \ud1b5\ud55c \uc9c8\ubcd1 \uc9c4\ub2e8, \ud53c\ubd80 \ubcd1\ubcc0 \ubd84\ub958 \uc885\uc591, \uc774\uc0c1 \uc9d5\ud6c4, \ud2b9\uc815 \ud574\ubd80\ud559\uc801 \uad6c\uc870\ub97c \ud0d0\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815\ud558\uc5ec \uce58\ub8cc \uacc4\ud68d \uc9c0\uc6d0 \ub18d\uc5c5 \uc791\ubb3c \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1, \uc7a1\ucd08 \ud0d0\uc9c0, \uacfc\uc77c \uc219\ub3c4 \ubd84\ub958, \uc218\ud655\ub7c9 \ucd94\uc815 \ud574\ucda9 \ud0d0\uc9c0, \ubcd1\ub4e0 \uc2dd\ubb3c\uc774\ub098 \uc7a1\ucd08\ub97c \uad6d\uc18c\uc801\uc73c\ub85c \ucc3e\uc544\ub0b4\uc5b4 \ub9de\ucda4\ud615 \ucc98\ub9ac \uc790\ub3d9\ucc28 \ucc28\ub7c9 \uce74\uba54\ub77c\ub85c \uac10\uc9c0\ub41c \uad50\ud1b5 \ud45c\uc9c0\ud310, \ubcf4\ud589\uc790 \ubd84\ub958, \uc6b4\uc804\uc790 \ud589\ub3d9 \ubd84\uc11d \ubcf4\ud589\uc790, \ucc28\ub7c9,<\/p>\n","protected":false},"author":4,"featured_media":40845,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[75,79],"tags":[304,181,305],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/40796"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/comments?post=40796"}],"version-history":[{"count":1,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/40796\/revisions"}],"predecessor-version":[{"id":40815,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/40796\/revisions\/40815"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media\/40845"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media?parent=40796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/categories?post=40796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/tags?post=40796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}