{"id":17627,"date":"2025-06-30T21:53:30","date_gmt":"2025-06-30T14:53:30","guid":{"rendered":"https:\/\/hblabgroup.com\/?p=17627"},"modified":"2025-07-14T07:31:23","modified_gmt":"2025-07-14T00:31:23","slug":"ai-driven-computer-vision-solutions-for-smes","status":"publish","type":"post","link":"https:\/\/hblabgroup.com\/ko\/ai-driven-computer-vision-solutions-for-smes\/","title":{"rendered":"SME \uae30\uc5c5\uc744 \uc704\ud55c AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804"},"content":{"rendered":"

AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc740 \ud604\uc7ac \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \ube60\ub974\uac8c \ub3c4\uc785\ub418\uba70 \uc0b0\uc5c5 \uc804\ubc18\uc758 \ud310\ub3c4\ub97c \uc7ac\ud3b8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc81c\uc870, \uc18c\ub9e4, \ubb3c\ub958\uc640 \uac19\uc740 \ud575\uc2ec \uc0b0\uc5c5\uc5d0\uc11c\ub294 \uc774 \uae30\uc220\uc774 \ud488\uc9c8 \uad00\ub9ac, \uc7ac\uace0 \uad00\ub9ac, \ubb3c\ub958 \ucd5c\uc801\ud654 \ub4f1 \uc804 \uacfc\uc815\uc5d0 \uac78\uccd0 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \uc815\uad50\ud55c \uc774\ubbf8\uc9c0 \uc778\uc2dd \uae30\uc220\uc744 \uacb0\ud569\ud55c AI \uc194\ub8e8\uc158\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1, \uacb0\ud568 \uc790\ub3d9 \uac10\uc9c0, \uc815\ud655\ud55c \uc7ac\uace0 \ucd94\uc801\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70 \ub355\ubd84\uc5d0 \uc758\uc874\ub3c4\ub97c \ub0ae\ucd94\uace0 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uae30\uc220 \ub3c4\uc785\uc740 \uacb0\uacfc\uc801\uc73c\ub85c \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10, \uc815\ud655\ub3c4 \ud5a5\uc0c1, \ucc98\ub9ac \uc2dc\uac04 \ub2e8\ucd95\uc774\ub77c\ub294 \uc138 \uac00\uc9c0 \uc8fc\uc694 \ud6a8\uacfc\ub97c \ub3d9\uc2dc\uc5d0 \uc2e4\ud604 \uac00\ub2a5\ud558\uba70 \uc911\uc18c\uae30\uc5c5\uc740 \ubb3c\ub860 \ub300\uae30\uc5c5\uae4c\uc9c0\ub3c4 \ub514\uc9c0\ud138 \uc804\ud658 (DX)\uc744 \uac00\uc18d\ud654\ud558\ub294 \ud575\uc2ec \ub3d9\ub825\uc73c\ub85c \uc8fc\ubaa9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ubc88 \uae00\uc5d0\uc11c HBLAB<\/a>\uc740 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0 \uad00\ud55c \uae30\ubd84 \ub0b4\uc6a9\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c SME\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc774\ub044\ub294 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc5ed\ud560 \ubc0f AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \ub3c4\uc785 \uc2dc \ub3c4\uc804 \ubc0f \ud574\uacb0 \uc194\ub8e8\uc158\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \ubd84\uc11d\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. <\/strong>\ub3c4\uc6c0\uc774 \ub418\uba74 \ub05d\uae4c\uc9c0 \ucc38\uace0\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.\u00a0<\/strong><\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c<\/strong>?\u00a0<\/strong><\/h2>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc774\ub780 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c \uba38\uc2e0\ub7ec\ub2dd\uacfc \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uace0 \ucef4\ud4e8\ud130\uc640 \uc2dc\uc2a4\ud15c\uc774 \ub514\uc9c0\ud138 \uc774\ubbf8\uc9c0, \ub3d9\uc601\uc0c1 \ub4f1 \uc2dc\uac01\uc801 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc758\ubbf8 \uc788\ub294 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub3c4\ub85d \ud559\uc2b5\ud558\ub294 \uae30\uc220\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc2dc\uc2a4\ud15c\uc774 \uc2dc\uac01 \uc815\ubcf4\ub97c \ubd84\uc11d\ud558\uace0 \uacb0\ud568\uc774\ub098 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc778\uc2dd\ud558\uba74 \uc801\uc808\ud55c \uc870\uce58\ub97c \ucde8\ud558\uac70\ub098 \ucd94\ucc9c\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc778\uac04\uc758 \uc2dc\uac01 \uae30\uad00\uc778 \ub9dd\ub9c9, \uc2dc\uc2e0\uacbd, \uc2dc\uac01 \ud53c\uc9c8\uc744 \ub300\uc2e0\ud558\uc5ec \uce74\uba54\ub77c, \ub370\uc774\ud130, \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uace0 \ub3d9\uc77c\ud55c \uae30\ub2a5\uc744 \ud6e8\uc52c \ub354 \uc9e7\uc740 \uc2dc\uac04 \uc548\uc5d0 \uc218\ud589\ud558\ub3c4\ub85d \uae30\uacc4\ub97c \ud6c8\ub828\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud1b5\ud574 \uc81c\ud488 \uac80\uc0ac\ub098 \uc0dd\uc0b0 \uacf5\uc815 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \ud65c\uc6a9\ub418\ub294 \uc2dc\uc2a4\ud15c\uc740 1\ubd84\uc5d0 \uc218\ucc9c \uac1c\uc758 \uc81c\ud488\uc774\ub098 \uacf5\uc815\uc744 \ubd84\uc11d<\/strong>\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0ac\ub78c\uc758 \ub208\uc73c\ub85c\ub294 \uac10\uc9c0\ud558\uae30 \uc5b4\ub824\uc6b4 \ubbf8\uc138\ud55c \uacb0\ud568\uc774\ub098 \uc774\uc0c1\uc744 \uc2dd\ubcc4\ud560<\/strong> \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub2e4\uc2dc \ub9d0\ud558\uc790\uba74 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc815\ubc00\uc131\uacfc \uc18d\ub3c4 \uba74\uc5d0\uc11c \uc778\uac04\uc758 \ub2a5\ub825\uc744 \ub2a5\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804 \ubc1c\uc804 \uc5ed\uc0ac<\/strong>\u00a0\u00a0<\/strong><\/h3>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\uc5f0\ub3c4<\/td>\n\uc8fc\uc694 \ub0b4\uc6a9<\/td>\n<\/tr>\n
1963\ub144<\/td>\nLawrence Roberts\uac00 MIT\uc5d0\uc11c \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0 \uad00\ud55c \ucd5c\ucd08\uc758 \ubc15\uc0ac \ub17c\ubb38\uc744 \ubc1c\ud45c\ud568.<\/td>\n<\/tr>\n
1964\ub144<\/td>\nWoody Bledsoe\uac00 \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc744 \uac1c\ubc1c\ud568.<\/td>\n<\/tr>\n
1968\u20131973\ub144<\/td>\n\uad6c\uc988\ub9cc, \ud074\ub85c\uc6b0\uc2a4, \ud5c8\ud504\uba3c, \ub9e5\uc6cc\uc2a4 \ub4f1\uc774 2D \uc774\ubbf8\uc9c0\ub85c\ubd80\ud130 3D \ubb3c\uccb4\ub97c \uc778\uc2dd\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \uac1c\ubc1c\ud568.<\/td>\n<\/tr>\n
1973\ub144<\/td>\nTakeo Kanade\uac00 \uc138\uacc4 \ucd5c\ucd08\uc758 \uc790\ub3d9 \uc5bc\uad74 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud568.<\/td>\n<\/tr>\n
1982\ub144<\/td>\nDavid Marr\uc758 \uc720\uc791 \u300eVision\u300f\uc774 \ucd9c\uac04\ub418\uba70, \uc2dc\uac01 \uc815\ubcf4 \ucc98\ub9ac\uc758 3\ub2e8\uacc4 \uc774\ub860\uc744 \uc81c\uc2dc\ud568.<\/td>\n<\/tr>\n
1985\ub144<\/td>\nJitendra Malik\uc774 \uace1\uc120 \ud615\ud0dc\uc758 \ubb3c\uccb4 \uc778\uc2dd\uc744 \uc704\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc5f0\uad6c\ud568.<\/td>\n<\/tr>\n
1987\ub144<\/td>\nSirovich\uc640 Kirby\uac00 \u2018\uc774\uc820\ud398\uc774\uc2a4(eigenfaces)\u2019 \uac1c\ub150\uc744 \uc81c\uc2dc\ud568.<\/td>\n<\/tr>\n
1987\ub144<\/td>\nIrving Biederman\uc774 \u2018\uad6c\uc131 \uc694\uc18c \uae30\ubc18 \uc778\uc2dd(Recognition-by-Components)\u2019 \uc774\ub860\uc744 \ubc1c\ud45c\ud568.<\/td>\n<\/tr>\n
1991\ub144<\/td>\nTurk\uc640 Pentland\uac00 \uc5bc\uad74 \uc778\uc2dd\uc744 \uc704\ud55c \uc2ac\ub77c\uc774\ub529 \uc708\ub3c4\uc6b0 \ubc29\ubc95\uc744 \uac1c\ubc1c\ud568.<\/td>\n<\/tr>\n
1995\u20132003\ub144<\/td>\nUC \ubc84\ud074\ub9ac\uc640 CalTech\uc5d0\uc11c Perona, Fei-Fei Li \ub4f1\uc774 \uac1d\uccb4 \uc778\uc2dd\uacfc \uc774\ubbf8\uc9c0\ub137(ImageNet) \ucd08\uae30 \ub370\uc774\ud130\uc14b\uc744 \uad6c\ucd95\ud568.<\/td>\n<\/tr>\n
2021\ub144<\/td>\n\uc624\ud508AI(OpenAI)\ub294 \ud14d\uc2a4\ud2b8 \uc124\uba85\uc73c\ub85c\ubd80\ud130 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub294 DALL-E\ub97c \uacf5\uac1c\ud558\uba70 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uac04\uc758 \uc735\ud569\uc744 \uc2e4\ud604\ud558\uace0, \uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ubc1c\uc804\uc5d0 \uc911\uc694\ud55c \uc774\uc815\ud45c\ub97c \uc138\uc6c0.<\/td>\n<\/tr>\n
2023\ub144<\/td>\nMidjourney v5\uc640 DALL-E 3\ub294 \uc0ac\uc9c4\uacfc \uac19\uc740 \uc218\uc900\uc758 \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ub2a5\ub825\uc744 \ubcf4\uc5ec\uc8fc\uba70, \ucef4\ud4e8\ud130 \ube44\uc804\uc774 \ub2e8\uc21c\ud788 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\ub294 \ub2e8\uacc4\ub97c \ub118\uc5b4 \uace0\ud488\uc9c8\uc758 \uc774\ubbf8\uc9c0\ub97c \ucc3d\uc870\ud558\ub294 \uc601\uc5ed\uc73c\ub85c \uc9c4\ud654\ud588\uc74c\uc744 \uc785\uc99d\ud568.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ud65c\uc6a9 \uc0ac\ub840 \ubc0f \uc751\uc6a9 \ubd84\uc57c<\/strong><\/h3>\n
\"\ucef4\ud4e8\ud130-\ube44\uc804-\ud65c\uc6a9-\uc0ac\ub840-\ubc0f-\uc751\uc6a9-\ubd84\uc57c\"
\u110f\u1165\u11b7\u1111\u1172\u1110\u1165 \u1107\u1175\u110c\u1165\u11ab \u1112\u116a\u11af\u110b\u116d\u11bc \u1109\u1161\u1105\u1168 \u1106\u1175\u11be \u110b\u1173\u11bc\u110b\u116d\u11bc \u1107\u116e\u11ab\u110b\u1163<\/figcaption><\/figure>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc790\ub3d9\ud654 \uae30\ub2a5\uc758 \uac15\uc810\uc744 \ubc14\ud0d5\uc73c\ub85c \uad50\ud1b5<\/strong>, \uc758\ub8cc, \uc81c\uc870, \uac74\uc124, \ub18d\uc5c5, \uc720\ud1b5, \ubcf4\uc548<\/strong> \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc810\ucc28 \ud3ed\ub113\uac8c \ub3c4\uc785\ub418\uace0 \uc788\uc73c\uba70 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc791\uc5c5 \ud6a8\uc728\uc131\uacfc \uc815\ubc00\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ubc88 \uae00\uc5d0\uc11c \ucef4\ud4e8\ud130 \ube44\uc804 \ub300\ud45c \ud65c\uc6a9 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n

\ub18d\uc5c5 \ubd84\uc57c<\/strong> –\u00a0 \uc2a4\ub9c8\ud2b8 \ub18d\uc5c5\uacfc \ubcd1\ud574\ucda9 \uc608\uce21 \uc2dc\uc2a4\ud15c
\n<\/strong>\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ub4dc\ub860 \ub610\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uae30\ubc18\uc73c\ub85c \uc791\ubb3c\uc758 \uc0dd\uc721 \uc0c1\ud0dc\uc640 \uc9c8\ubcd1 \uc9d5\ud6c4\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubc00 \uc78e\uc5d0 \ubc1c\uc0dd\ud558\ub294 \ucd08\uae30 \ubcd1\ubc18\uc744 \uc774\ubbf8\uc9c0 \ubd84\uc11d \uae30\uc220\ub85c \uc870\uae30\uc5d0 \uac10\uc9c0\ud558\uba74, \ub18d\uc57d \uc0b4\ud3ec \ubc94\uc704\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \ud658\uacbd \uc624\uc5fc\uc744 \uc904\uc774\uba70 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2a4\ub9c8\ud2b8 \uc815\ubc00 \ub18d\uc5c5\uc740 \uc9c0\uc18d\uac00\ub2a5\ud55c \ub18d\uc5c5 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\uc728\uc8fc\ud589 \uc790\ub3d9\ucc28<\/strong> – \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uc778\uc2dd\uacfc \uc8fc\ud589 \ubcf4\uc870
\n<\/strong>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc740 \uce74\uba54\ub77c\uc640 \uc13c\uc11c\ub97c \ud1b5\ud574 \uc8fc\ubcc0 \ud658\uacbd\uc744 \uc778\uc2dd\ud558\uba70, \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ubcf4\ud589\uc790, \ucc28\ub7c9, \ucc28\uc120, \uad50\ud1b5 \ud45c\uc9c0\ud310 \ub4f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uac01 \uc815\ubcf4\ub294 \ucc28\ub7c9\uc758 \uc8fc\ud589 \uacbd\ub85c \uacb0\uc815, \uc18d\ub3c4 \uc870\uc808, \ucda9\ub3cc \ubc29\uc9c0 \uc2dc\uc2a4\ud15c \ub4f1\uc5d0 \ud65c\uc6a9\ub418\uc5b4 \uc548\uc804\ud55c \uc790\uc728\uc8fc\ud589\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ud2b9\ud788, \ubcf5\uc7a1\ud55c \ub3c4\uc2dc \ud658\uacbd\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ubc18\uc751 \uc18d\ub3c4\ub294 \uc778\uac04 \uc6b4\uc804\uc790\ub97c \ub2a5\uac00\ud558\ub294 \uc218\uc900\uc5d0 \ub3c4\ub2ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2a4\ud3ec\uce20 \ubc0f \ud53c\ud2b8\ub2c8\uc2a4 \ubd84\uc57c<\/strong> – \uc790\uc138 \ucd94\uc815\uacfc \ud37c\ud3ec\uba3c\uc2a4 \ud5a5\uc0c1
\n<\/strong>\ud3ec\uc988 \ucd94\uc815(Pose Estimation)\uc740 \uc778\uac04\uc758 \uad00\uc808 \uc704\uce58\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud558\ub294 \uae30\uc220\ub85c, \uc6b4\ub3d9 \uc218\ud589 \uc911\uc758 \uc790\uc138 \uc624\ub958\ub97c \uac10\uc9c0\ud558\uace0 \uac1c\uc120\uc810\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac1c\uc778 \ub9de\ucda4\ud615 \ud53c\ud2b8\ub2c8\uc2a4 \uc9c0\ub3c4\ubfd0 \uc544\ub2c8\ub77c, \uc120\uc218\uc758 \uacbd\uae30\ub825 \ud5a5\uc0c1, \uc7ac\ud65c \uc6b4\ub3d9 \ubc0f \ubb3c\ub9ac \uce58\ub8cc\uc5d0\ub3c4 \uc801\uc6a9\ub418\uba70, \uc2e0\uccb4 \uc6c0\uc9c1\uc784 \ubd84\uc11d\uc5d0 \uae30\ubc18\ud55c \uacfc\ud559\uc801 \uc811\uadfc\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n

\uc720\ud1b5 \ubc0f \ub9ac\ud14c\uc77c<\/strong> – \uc18c\ube44\uc790 \ud589\ub3d9 \ubd84\uc11d\uacfc \ub9e4\uc7a5 \ucd5c\uc801\ud654
\n<\/strong>\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ub9e4\uc7a5 \ub0b4 CCTV \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uace0\uac1d\uc758 \uc774\ub3d9 \uacbd\ub85c, \uc0c1\ud488 \uc751\uc2dc \uc2dc\uac04, \uccb4\ub958 \uc2dc\uac04 \ub4f1 \ub2e4\uc591\ud55c \uc815\ubcf4\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc9c4\uc5f4\ub300 \ubc30\uce58, \ub9c8\ucf00\ud305 \uc804\ub7b5, \uc7ac\uace0 \uad00\ub9ac \ub4f1\uc744 \uc815\uad50\ud558\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc73c\uba70, \uc624\ud504\ub77c\uc778 \ub9e4\uc7a5\uc758 \uace0\uac1d \uacbd\ud5d8\uc744 \ub514\uc9c0\ud138 \uc218\uc900\uc73c\ub85c \ub04c\uc5b4\uc62c\ub9ac\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ub610\ud55c \ubb34\uc778 \uacc4\uc0b0\ub300, \uc790\ub3d9 \uc0c1\ud488 \uc778\uc2dd \uc2dc\uc2a4\ud15c \ub4f1\uc73c\ub85c \uc5f0\uacb0\ub418\uc5b4 \ub9ac\ud14c\uc77c\ud14c\ud06c \ud601\uc2e0\uc758 \ud575\uc2ec\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc9c8\ubcd1 \uc9c4\ub2e8\uc758 \uc815\ud655\uc131\uacfc \uc18d\ub3c4 \ud5a5\uc0c1\ud558\ub294 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d
\n<\/strong>\ucef4\ud4e8\ud130 \ube44\uc804\uc740 CT, MRI, X-ray \uc774\ubbf8\uc9c0\uc5d0\uc11c \ubcd1\ubcc0\uc744 \uc790\ub3d9\uc73c\ub85c \ubd84\ud560(segmentation)\ud558\uace0 \uc815\ub7c9 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8 \uacfc\uc815\uc744 \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4. \ud2b9\ud788 COVID-19, \ud3d0\ub834, \uc554\uacfc \uac19\uc740 \uc9c8\ud658\uc758 \uc870\uae30 \ud0d0\uc9c0\uc5d0 \ud0c1\uc6d4\ud55c \ud6a8\uacfc\ub97c \ubcf4\uc774\uba70, \uc9c4\ub2e8\uc758 \uc815\ud655\ub3c4\ub294 \ubb3c\ub860 \uc758\uc0ac\uc758 \ud310\ub3c5 \uc2dc\uac04\uae4c\uc9c0 \ub2e8\ucd95\uc2dc\ud0b5\ub2c8\ub2e4. \ub354 \ub098\uc544\uac00 AI \uae30\ubc18 \uc601\uc0c1 \ub370\uc774\ud130 \ub204\uc801\uc744 \ud1b5\ud574 \ud76c\uadc0 \uc9c8\ud658 \uc5f0\uad6c \ubc0f \uc608\ud6c4 \uc608\uce21\uae4c\uc9c0 \uac00\ub2a5\ud574\uc9c0\ub294 \ub4f1, \uc815\ubc00 \uc758\ub8cc \uc2dc\ub300\ub97c \uc120\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804 \uc791\ub3d9 \ubc29\uc2dd<\/strong><\/h3>\n
\"\ucef4\ud4e8\ud130-\ube44\uc804-\uc791\ub3d9-\ubc29\uc2dd\"
\u110f\u1165\u11b7\u1111\u1172\u1110\u1165 \u1107\u1175\u110c\u1165\u11ab \u110c\u1161\u11a8\u1103\u1169\u11bc \u1107\u1161\u11bc\u1109\u1175\u11a8<\/figcaption><\/figure>\n

\uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc720\uc758\ubbf8\ud55c \ud1b5\ucc30\ub85c \uc804\ud658\ud558\ub294 \ub370\ub294 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \ub0b4\ubd80 \uacfc\uc815\uc774 \uc791\ub3d9\ud569\ub2c8\ub2e4. \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc740 \uc778\uac04\uc758 \uc2dc\uac01 \uc815\ubcf4 \ucc98\ub9ac \ubc29\uc2dd\uacfc \uc720\uc0ac\ud55c \uad6c\uc870\uc801 \uc808\ucc28\ub97c \ub530\ub985\ub2c8\ub2e4. \uadf8 \uc8fc\uc694 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ubbf8\uc9c0 \ud68d\ub4dd \ubc0f \uc804\ucc98\ub9ac \ub2e8\uacc4<\/strong>
\n<\/strong>\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uce74\uba54\ub77c \ub610\ub294 \uc13c\uc11c\uac00 \uc774\ubbf8\uc9c0\ub098 \uc601\uc0c1 \uc2a4\ud2b8\ub9bc\uc744 \ucea1\ucc98\ud558\uba74\uc11c \uc2dc\uc791\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc6d0\uc2dc \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub294 \uc870\uba85 \ubd80\uc871, \ud750\ub9bc, \ub178\uc774\uc988 \ub4f1 \ub2e4\uc591\ud55c \uacb0\ud568\uc744 \ud3ec\ud568\ud558\uace0 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc804\ucc98\ub9ac \uacfc\uc815\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ubcf4\uc815\ud558\uace0, \ubc1d\uae30 \uc870\uc808, \uc65c\uace1 \uc81c\uac70, \ud2b9\uc9d5 \uac15\uc870 \ub4f1\uc758 \uc791\uc5c5\uc744 \ud1b5\ud574 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \uc774\ubbf8\uc9c0\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc81c\uc870 \uacf5\uc815\uc5d0\uc11c \ubd88\ub7c9\ud488\uc744 \ud0d0\uc9c0\ud558\ub824\uba74 \uacb0\ud568\uc774 \uc798 \ub4dc\ub7ec\ub098\ub3c4\ub85d \uc774\ubbf8\uc9c0\ub97c \ucd5c\uc801\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

\ud2b9\uc9d5 \ucd94\ucd9c \ub2e8\uacc4<\/strong><\/p>\n

\ub2e4\uc74c\uc73c\ub85c\ub294 \uc774\ubbf8\uc9c0 \ub0b4\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc2dc\uac01 \uc694\uc18c, \ubaa8\uc11c\ub9ac, \ud615\ud0dc, \uc0c9\uc0c1, \uc9c8\uac10 \ub4f1\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4. \uc774\ub294 \ub9c8\uce58 \uc6b0\ub9ac\uac00 \uce5c\uad6c\uc758 \uc6c3\ub294 \ubaa8\uc2b5\uc774\ub098 \uac78\uc74c\uac78\uc774\ub97c \uae30\uc5b5\ud558\ub294 \ubc29\uc2dd\ucc98\ub7fc, \uae30\uacc4\uac00 \uc2dc\uac01 \uc815\ubcf4\ub97c \uc778\uc2dd \uac00\ub2a5\ud55c \ud328\ud134\uc73c\ub85c \ubd84\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc5bc\uad74 \uc778\uc2dd \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc21c\ud788 \uc5bc\uad74 \uc804\uccb4\ub97c \ubcf4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \ub208, \ucf54, \uc785 \ub4f1 \uc8fc\uc694 \ud2b9\uc9d5 \uac04\uc758 \uc0c1\ub300\uc801 \uc704\uce58\uc640 \ube44\uc728\uc744 \uc815\ubc00\ud558\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n

\uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \ubd84\uc11d \ub2e8\uacc4<\/strong><\/p>\n

\uc774\ud6c4 \uc2dc\uc2a4\ud15c\uc740 \ud6c8\ub828\ub41c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd94\ucd9c\ub41c \ud2b9\uc9d5\uc744 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ube44\uad50 \ubd84\uc11d\ud569\ub2c8\ub2e4. \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uacfc \uac19\uc740 \ud604\ub300\uc801 \uc811\uadfc\ubc95\uc740 \uc778\uac04\uc758 \uc2dc\uac01 \ud53c\uc9c8\ucc98\ub7fc \ub2e8\uc21c\ud55c \uc120\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uad6c\uc870\uae4c\uc9c0 \uc810\ucc28\uc801\uc73c\ub85c \ud328\ud134\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4.<\/p>\n

\ucd5c\uc2e0 \uc2dc\uc2a4\ud15c\uc740 \uc218\ubc31\ub9cc \uc7a5\uc758 \uc77c\uc0c1 \uc0ac\uc9c4\uc73c\ub85c \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uace0, \uc804\uc774 \ud559\uc2b5(transfer learning)\uc744 \ud1b5\ud574 \ud2b9\uc815 \ubd84\uc57c\uc5d0 \ub9de\uac8c \uc870\uc815\ub429\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 Transformer \ubaa8\ub378\uc774 \uc774\ubbf8\uc9c0\uc758 \uac01 \uc694\uc18c \uac04 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \ubcf4\uc774\uba70 \uc0c8\ub85c\uc6b4 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ucee8\ub300, \uc758\ub8cc \uc601\uc0c1 \uc9c4\ub2e8 \uc2dc\uc2a4\ud15c\uc740 \uc218\ub9ce\uc740 X-ray \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud568\uc73c\ub85c\uc368, \ubc29\uc0ac\uc120 \uc804\ubb38\uc758\uac00 \uc218\ub144\uac04 \uacbd\ud5d8\uc744 \ud1b5\ud574 \uc54c\uc544\ub0b4\ub294 \ubbf8\uc138\ud55c \ubcd1\ubcc0\ub3c4 \uc778\uc2dd\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc758\uc0ac\uacb0\uc815 \ubc0f \uacb0\uacfc \ucd9c\ub825 \ub2e8\uacc4<\/strong>
\n<\/strong>\ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc740 \ubd84\uc11d \uacb0\uacfc\ub97c \uc2e4\uc9c8\uc801\uc778 \uc870\uce58\ub85c \uc5f0\uacb0\ud569\ub2c8\ub2e4. \uc774\ub294 \uc0dd\uc0b0\ub77c\uc778\uc5d0\uc11c \ubd88\ub7c9\ud488\uc744 \ubd84\ub958\ud558\uac70\ub098, \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc774\uc0c1 \ud589\ub3d9\uc744 \uac10\uc9c0\ud574 \uacbd\uace0\ub97c \ubcf4\ub0b4\uac70\ub098, \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc774 \uad50\ud1b5 \ud750\ub984\uc744<\/p>\n

\uc548\uc804\ud558\uac8c \uc778\uc2dd\ud558\uace0 \uc8fc\ud589\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804 \uacfc\uc815\uc740 \ubc00\ub9ac\ucd08 \ub2e8\uc704\uc758 \uc9e7\uc740 \uc2dc\uac04 \uc548\uc5d0 \uc774\ub8e8\uc5b4\uc9c0\uba70, \uc2e4\uc2dc\uac04\uc131\uacfc \uc815\ud655\uc131\uc744 \ub3d9\uc2dc\uc5d0 \uac16\ucd98\ub2e4\ub294 \uc810\uc5d0\uc11c \uae30\uc220\uc801 \uc9c4\ubcf4\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

SME\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc774\ub044\ub294 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uc5ed\ud560<\/strong><\/h2>\n
\"\ucef4\ud4e8\ud130-\ube44\uc804\"
\u110f\u1165\u11b7\u1111\u1172\u1110\u1165 \u1107\u1175\u110c\u1165\u11ab<\/figcaption><\/figure>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc744 \ud1b5\ud55c \uc790\ub3d9\ud654 \uad6c\ud604<\/strong><\/h3>\n

\ub514\uc9c0\ud138 \uc804\ud658(Digital Transformation)\uc758 \uc2dc\ub300\uc5d0 \uc811\uc5b4\ub4e4\uba74\uc11c \uc778\uacf5\uc9c0\ub2a5(AI), \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc911\uc18c\uae30\uc5c5(SME)\uc5d0\uac8c \uc788\uc5b4 \ube44\uc6a9, \uc778\ub825 \ubd80\uc871, \uc2dc\uc7a5 \ub300\uc751 \uc18d\ub3c4 \ub4f1\uc758 \uad6c\uc870\uc801\uc778 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud55c \ud575\uc2ec \ub3d9\ub825\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \u2018AI Adoption, Automation & Transformation Framework for SMEs\u2019 \ub4f1\uc758 \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc740 \ud488\uc9c8 \uac80\uc0ac<\/strong>, \uc7ac\uace0 \uad00\ub9ac, \uace0\uac1d \uc751\ub300<\/strong>\uc640 \uac19\uc740 \uc8fc\uc694 \uc5c5\ubb34\ub97c \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368 \uc911\uc18c\uae30\uc5c5\uc758 \uc6b4\uc601 \ud6a8\uc728\uc131\uacfc \uc0dd\uc0b0\uc131\uc744 \ud68d\uae30\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc0dd\uc0b0 \ubc0f \uc720\ud1b5 \uacfc\uc815\uc5d0 \ucef4\ud4e8\ud130 \ube44\uc804\uc744 \uc801\uc6a9\ud55c \uc0ac\ub840\uc5d0\uc11c\ub294 \uc81c\ud488 \ud488\uc9c8 \uc77c\uad00\uc131 \uc720\uc9c0, \uc7ac\uace0 \uc815\ubcf4 \uc2e0\ub8b0\ub3c4 \uc81c\uace0, \uc804\ubc18\uc801\uc778 \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4\uc758 \uc548\uc815\ud654\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc74c\uc774 \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc601\uc0c1 \ubc0f \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uc5ec \uc720\uc758\ubbf8\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud589\ub3d9 \ud639\uc740 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc758 \ud575\uc2ec \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc911\uc18c\uae30\uc5c5\uc758 \ud604\uc7a5\uc5d0\uc11c\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc774 \uc8fc\ub85c \ub450 \uac00\uc9c0 \uc601\uc5ed\uc5d0\uc11c \uc9d1\uc911\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uccab\uc9f8\ub294 \u2018\uc790\ub3d9 \ud488\uc9c8 \uac80\uc0ac(Automated Quality Inspection)\u2019\ub85c, CNN\uc774\ub098 R-CNN\uacfc \uac19\uc740 \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0dd\uc0b0 \uc911 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc2a4\ud06c\ub798\uce58, \ud30c\uc190, \uacb0\ud568 \ub4f1\uc744 \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\uace0 \ud0d0\uc9c0\ud569\ub2c8\ub2e4. \ub458\uc9f8\ub294 \u2018\uc790\ub3d9 \uc7ac\uace0 \ubaa8\ub2c8\ud130\ub9c1(Automated Inventory Monitoring)\u2019\uc73c\ub85c \uce74\uba54\ub77c\uc640 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\ud488 \uc218\ub7c9\uc744 \uacc4\uc0b0\ud558\uace0, \uc9c4\uc5f4 \uc0c1\ud0dc\ub97c \ubd84\uc11d\ud558\uba70, \ub77c\ubca8 \uc778\uc2dd\uacfc \uc2e4\uc2dc\uac04 \uc7ac\uace0 \uc608\uce21 \ub4f1\uc744 \ud1b5\ud574 \ubb3c\ub958 \ubc0f \uc7ac\uace0 \uad00\ub9ac\ub97c \uace0\ub3c4\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc744 \uc911\uc18c\uae30\uc5c5 \ud658\uacbd\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uae30 \uc704\ud574\uc11c\ub294 \uae30\uc220\uc801\uc73c\ub85c \uc815\uad50\ud558\uac8c \uc124\uacc4\ub41c \uc2e4\ud589 \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n

\uc6b0\uc120 \ub370\uc774\ud130 \uc785\ub825 \ub2e8\uacc4<\/strong>\uc5d0\uc11c\ub294 \uc77c\uc815\ud55c \uc870\ub3c4\uc640 \uace0\uc815\ub41c \uc124\uce58 \uac01\ub3c4\ub97c \uc720\uc9c0\ud55c \uc0b0\uc5c5\uc6a9 \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0 \ubc0f \uc601\uc0c1\uc744 \uc548\uc815\uc801\uc73c\ub85c \ud655\ubcf4\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc73c\ub85c\ub294 \u2018\ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ubc0f \ubaa8\ub378 \ud559\uc2b5\u2019 \ub2e8\uacc4<\/strong>\ub85c \uc218\uc791\uc5c5 \ud639\uc740 \ubc18\uc790\ub3d9 \ubc29\uc2dd\uc73c\ub85c \uc8fc\uc11d\uc774 \ubd80\ucc29\ub41c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c YOLOv10 \ub4f1\uc758 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ucf1c \uac1d\uccb4 \uc778\uc2dd \ubc0f \uacb0\ud568 \ud0d0\uc9c0 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uc774\ud6c4 \uc2e4 \ud658\uacbd\uc5d0 \uc801\uc6a9\ud560 \ub54c<\/strong>\ub294 \uc2e4\uc2dc\uac04 \ucc98\ub9ac \uc18d\ub3c4\ub97c \uc911\uc2dc\ud558\ub294 \uacbd\uc6b0 \uc5e3\uc9c0 \ucef4\ud4e8\ud305(Edge AI)\uc744 \ud65c\uc6a9\ud558\uba70 \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uacbd\uc6b0 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubd84\uc11d \ubc0f Human-in-the-Loop \ud504\ub85c\uc138\uc2a4\ub97c \uacb0\ud569\ud558\uc5ec \uc815\ud655\ub3c4\uc640 \uc720\uc5f0\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubd84\uc11d \uacb0\uacfc<\/strong>\ub294 ERP \ub610\ub294 IoT \uae30\ubc18\uc758 \uae30\uc5c5 \ub0b4\ubd80 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ub418\uc5b4 \uc2e4\uc2dc\uac04 \uc7ac\uace0 \uc5c5\ub370\uc774\ud2b8, \ud488\uc9c8 \uc774\uc0c1 \uc54c\ub9bc, \uc790\ub3d9 \ubc1c\uc8fc \ub4f1\uc758 \ud6c4\uc18d \uc791\uc5c5\uc744 \uc5f0\ub3d9\ud558\ub294 \uad6c\uc870\ub85c \uc6b4\uc601\ub429\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \ub3c4\uc785\uc740 \uc911\uc18c\uae30\uc5c5\uc5d0\uac8c \uc2e4\uc9c8\uc801\uc778 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uccab\uc9f8, \uc81c\ud488 \uc0dd\uc0b0 \ub77c\uc778\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \uacb0\ud568 \ud0d0\uc9c0<\/strong>\ub97c \ud1b5\ud574 \uc0ac\ub78c\uc5d0 \uc758\ud55c \uc624\ub958\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \uac80\uc0ac \uc18d\ub3c4\ub97c \ud68d\uae30\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub458\uc9f8, \ubc18\ubcf5\uc801\uc774\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 \uac80\uc0ac \ubc0f \uc7ac\uace0 \uad00\ub9ac \uc5c5\ubb34\ub97c \uc790\ub3d9\ud654<\/strong>\ud568\uc73c\ub85c\uc368 \uc778\uac74\ube44 \uc808\uac10\uacfc \uc778\ub825 \ud6a8\uc728\ud654\ub97c \ub3c4\ubaa8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc14b\uc9f8, \uc2dc\uc2a4\ud15c\uc774 \uc5f0\uc18d\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1 \ubc0f \ubd84\uc11d\ud568<\/strong>\uc73c\ub85c\uc368 \uc7ac\uace0 \uc218\uc900\uc744 \uc815\ud655\ud558\uac8c \ud30c\uc545\ud558\uace0 \uacf5\uae09\ub9dd \uc804\ubc18\uc758 \uc758\uc0ac\uacb0\uc815\uc744 \uc2e0\uc18d\ud558\uace0 \uc815\ubc00\ud558\uac8c \uc9c0\uc6d0\ud558\ub294 \uac83\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\ub098 \ucef4\ud4e8\ud130 \ube44\uc804 \ub3c4\uc785 \uacfc\uc815\uc5d0\uc11c \uc911\uc18c\uae30\uc5c5\uc774 \uc9c1\uba74\ud558\ub294 \ud604\uc2e4\uc801\uc778 \uacfc\uc81c\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4. \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uacfc \uae30\uc220 \uc778\ub825\uc758 \ubd80\uc7ac<\/strong>\ub294 \uac00\uc7a5 \ud070 \uc7a5\uc560 \uc694\uc778\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub300\ud55c \ub300\uc751\ucc45\uc73c\ub85c\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 SaaS \uc194\ub8e8\uc158\uc774\ub098 plug-and-play \ud615\ud0dc\uc758 \uc0c1\uc6a9 \uc194\ub8e8\uc158<\/strong>\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \uc720\ud6a8\ud569\ub2c8\ub2e4. \ub610\ud55c, \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \ubcf4\uc548\uc131 \ud655\ubcf4 \uc5ed\uc2dc \uc911\uc694\ud55c \uacfc\uc81c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc870\uac74\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc774\ub97c \ud45c\uc900\ud654 \ubc0f \uc815\uc81c\ud558\ub294 \uc791\uc5c5\uc774 \uc120\ud589\ub418\uc5b4\uc57c \ud558\uba70 \ub370\uc774\ud130 \ud3b8\ud5a5(bias)\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uc99d\uac15 \uae30\ubc95(augmentation) \ubc0f \uc815\uae30\uc801\uc778 \uac80\uc218 \uc808\ucc28\uac00 \ubcd1\ud589\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc544\uc6b8\ub7ec \uc2dc\uc2a4\ud15c\uc758 \ud655\uc7a5\uc131\uacfc \ud0c0 \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569 \uac00\ub2a5\uc131\ub3c4 \uace0\ub824\ud574\uc57c \ud558\uba70 \ud30c\uc77c\ub7ff \ub2e8\uacc4\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uc810\uc9c4\uc801\uc73c\ub85c \ud655\uc7a5\ud558\ub294 \ub85c\ub4dc\ub9f5\uc744 \uc218\ub9bd\ud558\uace0, IoT \ubc0f ERP \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \ub370\uc774\ud130\uc758 \uc77c\uad00\uc131\uacfc \uc2e4\uc2dc\uac04\uc131\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc774 \ubc14\ub78c\uc9c1\ud569\ub2c8\ub2e4.<\/p>\n

\uc2a4\ub9c8\ud2b8\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \uc704\ud55c \uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d<\/strong><\/h3>\n

\uc624\ub298\ub0a0 \ub514\uc9c0\ud138 \uc804\ud658\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c SME\uae30\uc5c5 \uacbd\uc7c1\ub825\uc740 \ub370\uc774\ud130 \uc218\uc9d1\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815 \ub2a5\ub825\uc5d0 \uc758\ud574 \uc88c\uc6b0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc774\ubbf8\uc9c0, \uc601\uc0c1, \uc13c\uc11c \ube44\uc8fc\uc5bc \uc815\ubcf4 \ub4f1 \uc2dc\uac01 \ub370\uc774\ud130\ub294 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ud615\ud0dc\ub85c \ubc29\ub300\ud558\uac8c \uc0dd\uc131\ub418\uc9c0\ub9cc \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc744 \uac16\ucd98 \uae30\uc5c5\uc740 \uadf8\ub807\uc9c0 \uc54a\uc740 \uae30\uc5c5\ubcf4\ub2e4 \ub354 \uc2e0\uc18d\ud558\uace0 \uc815\ubc00\ud55c \ud310\ub2e8\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc30\uacbd \uc18d\uc5d0\uc11c \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 \uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc2a4\ub9c8\ud2b8\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \uc720\ub3c4\ud558\ub294 \ud575\uc2ec \uc218\ub2e8\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \uc601\uc5ed\uc5d0\uc11c \uc2e4\uc9c8\uc801 \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc81c\uc870\uc5c5\uc5d0\uc11c\ub294 \uacf5\uc815 \uc911 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ub41c \uc601\uc0c1 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0\ub098\uc11c \ubd88\ub7c9 \ubc1c\uc0dd \uc6d0\uc778\uc744 \uc870\uae30\uc5d0 \uac10\uc9c0\ud558\uace0 \uc774\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ud488\uc9c8 \uad00\ub9ac \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc18c\ub9e4 \uc720\ud1b5 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub9e4\uc7a5 \ub0b4 CCTV \uc601\uc0c1\uc744 \ubd84\uc11d\ud558\uc5ec \uace0\uac1d\uc758 \ub3d9\uc120, \uccb4\ub958 \uc2dc\uac04, \uc120\ud638 \uc0c1\ud488 \ub4f1\uc744 \uc2dc\uac01\ud654\ud568\uc73c\ub85c\uc368 \uc18c\ube44\uc790 \ud589\ub3d9 \uae30\ubc18 \ub9c8\ucf00\ud305 \uc804\ub7b5 \uc218\ub9bd\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \ub610\ud55c \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc5d0\uc11c\ub294 CT, MRI\uc640 \uac19\uc740 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0 \ub0b4 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc778\uacf5\uc9c0\ub2a5\uc774 \uc0ac\uc804\uc5d0 \ud0d0\uc9c0\ud558\uace0 \uc608\uce21\ud568\uc73c\ub85c\uc368 \uc758\uc0ac\uc758 \uc9c4\ub2e8 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \uc2dc\uc2a4\ud15c(DSS)\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uc2a4\ub9c8\ud2b8\ud55c \uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uce35\uc801 \uae30\uc220\uacfc \ubd84\uc11d \uad6c\uc870\uac00 \uc694\uad6c\ub429\ub2c8\ub2e4. \uccab\uc9f8, \uace0\ud488\uc9c8\uc758 \uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc548\uc815\uc801\uc73c\ub85c \uc218\uc9d1\ud558\uae30 \uc704\ud55c \uc13c\uc11c \uae30\ubc18 \uc778\ud504\ub77c\uc640 \uace0\uc131\ub2a5 \uce74\uba54\ub77c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub458\uc9f8, \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \uac70\uccd0 \ub178\uc774\uc988 \uc81c\uac70, \ud574\uc0c1\ub3c4 \ubcf4\uc815, \uac1d\uccb4 \ubd84\ud560 \ub4f1\uc758 \uc815\uc81c \uc791\uc5c5\uc774 \uc120\ud589\ub418\uc5b4\uc57c \ud558\uba70 \uc774\ud6c4 \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc744 \ud1b5\ud574 \ud328\ud134 \uc778\uc2dd \ubc0f \uc774\uc0c1 \ud0d0\uc9c0 \uae30\ub2a5\uc774 \uc218\ud589\ub429\ub2c8\ub2e4. \uc14b\uc9f8, \ubd84\uc11d \uacb0\uacfc\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c \ud639\uc740 \ub300\uc2dc\ubcf4\ub4dc\ub85c \ubcc0\ud658\ub418\uc5b4 \uad00\ub9ac\uc790\ub098\u00a0 \uc758\uc0ac\uacb0\uc815\uc790\uac00 \uc989\uc2dc \uc774\ud574\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\ub294 \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc804\uccb4 \ubd84\uc11d \ud30c\uc774\ud504\ub77c\uc778\uc740 ERP, MES, SCM \ub4f1 \uae30\uc5c5 \ub0b4\uc678 \uc2dc\uc2a4\ud15c\uacfc \uc5f0\ub3d9\ub418\uc5b4\uc57c \ud558\uba70 \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uac00 \ub2e8\uc808\ub418\uc9c0 \uc54a\uace0 \uc804\ub7b5\uc801 \uc778\uc0ac\uc774\ud2b8\ub85c \uc804\ud658\ub420 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

\uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc2a4\ub9c8\ud2b8 \uc758\uc0ac\uacb0\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc804\ub7b5\uc801 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uccab\uc9f8, \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc870\uae30\uc5d0 \ud3ec\ucc29\ud558\uace0 \ub300\uc751\ud568\uc73c\ub85c\uc368 \ub9ac\uc2a4\ud06c \uad00\ub9ac \uc5ed\ub7c9\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub458\uc9f8, \uc218\uce58\ub098 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub9cc\uc73c\ub85c\ub294 \ud30c\uc545\ud558\uae30 \uc5b4\ub824\uc6b4 \ub9e5\ub77d\uc801 \uc815\ubcf4\uc640 \ud589\ub3d9 \uae30\ubc18 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uc5ec, \uae30\uc874 BI \uc2dc\uc2a4\ud15c\uc758 \ud55c\uacc4\ub97c \ubcf4\uc644\ud569\ub2c8\ub2e4. \uc14b\uc9f8, \ubc18\ubcf5\uc801\uc774\uace0 \uc9c1\uad00\uc5d0 \uc758\uc874\ud558\ub358 \ud310\ub2e8\uc744 \uc790\ub3d9\ud654\u00b7\uc815\ub7c9\ud654\ud568\uc73c\ub85c\uc368, \uc758\uc0ac\uacb0\uc815\uc758 \uc77c\uad00\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/p>\n

\ub2e4\ub9cc, \uc774\ub7ec\ud55c \uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\ub294 \ub370\ub294 \uae30\uc220\uc801\u00b7\uc870\uc9c1\uc801 \ub3c4\uc804 \uacfc\uc81c\uac00 \uc874\uc7ac\ud569\ub2c8\ub2e4<\/strong>.<\/strong> \uc2dc\uac01 \ub370\uc774\ud130\ub294 \ube44\uc815\ud615\uc801\uc774\uace0, \ub370\uc774\ud130 \uc6a9\ub7c9\uc774 \ud06c\uba70, \ucc98\ub9ac \uc2dc\uac04\uc774 \uae38 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, GPU \uae30\ubc18 \uc5f0\uc0b0 \ud658\uacbd\uc774\ub098 \uc5e3\uc9c0 \ucef4\ud4e8\ud305 \uae30\uc220\uc774 \ubcd1\ud589\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c \ubd84\uc11d \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub85c \uc5f0\uacb0\uc9d3\ub294 \uc778\uac04 \uc911\uc2ec\uc758 \uc778\ud130\ud398\uc774\uc2a4 \uc124\uacc4(UI\/UX)\ub3c4 \ubcd1\ud589\ub418\uc5b4\uc57c \ud558\uba70 \uc774\ub97c \uc704\ud574 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \ub3c4\uba54\uc778 \uc804\ubb38\uac00 \uac04\uc758 \ud611\uc5c5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n

\uacb0\ub860\uc801\uc73c\ub85c, \ucef4\ud4e8\ud130 \ube44\uc804\uc744 \uc911\uc2ec\uc73c\ub85c \ud55c \uc2dc\uac01 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub354 \uc774\uc0c1 \ub2e8\uc21c\ud55c \uae30\uc220 \ud2b8\ub80c\ub4dc\uac00 \uc544\ub2cc, \uc2a4\ub9c8\ud2b8\ud55c \uacbd\uc601 \ud310\ub2e8\uacfc \uc804\ub7b5 \uc218\ub9bd\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc2e4\uc9c8\uc801 \ub3c4\uad6c<\/strong>\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1, \ubd84\uc11d, \ud574\uc11d, \uc2e4\ud589\uc758 \uc804 \uc8fc\uae30\ub97c \uccb4\uacc4\ud654\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \ube60\ub974\uace0 \uc815\ud655\ud55c \ub300\uc751 \ub2a5\ub825\uc744 \ud655\ubcf4\ud558\uace0 \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd \uc18d\uc5d0\uc11c \uc9c0\uc18d \uac00\ub2a5\ud55c \uacbd\uc7c1\uc6b0\uc704\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc911\uc18c\uae30\uc5c5\uc744 \uc704\ud55c \uc811\uadfc \uac00\ub2a5\ud55c<\/strong> AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158<\/strong>\u00a0<\/strong><\/h3>\n

\uc778\uacf5\uc9c0\ub2a5\uc740 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \ube60\ub974\uac8c \ud655\uc0b0\ub428\uc5d0 \ub530\ub77c \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220 \uc5ed\uc2dc \ub354 \uc774\uc0c1 \ub300\uae30\uc5c5\ub9cc\uc758 \uc804\uc720\ubb3c\uc774 \uc544\ub2c8\uba70 \uc911\uc18c\uae30\uc5c5\uc5d0\uac8c\ub3c4 \uc2e4\uc9c8\uc801\uc778 \uac00\uce58\ub97c \uc81c\uacf5\ud558\ub294 \uae30\uc220\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378(pre-trained model), \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 AI \uc11c\ube44\uc2a4, No-code\/Low-code \ud50c\ub7ab\ud3fc\uc758 \ub4f1\uc7a5\uc73c\ub85c \uc778\ud574 \uc911\uc18c\uae30\uc5c5\uc740 \ubcf5\uc7a1\ud55c \uc778\ud504\ub77c\ub098 \uace0\ub3c4\uc758 \uc804\ubb38 \uc778\ub825 \uc5c6\uc774\ub3c4 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 \uc194\ub8e8\uc158\uc744 \uc27d\uac8c \ub3c4\uc785\ud558\uace0 \uc6b4\uc601\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uac16\ucd94\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc774\ubbf8\uc9c0 \ubc0f \uc601\uc0c1 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc720\uc758\ubbf8\ud55c \uc815\ubcf4\ub97c \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uae30\uc220\ub85c \uc81c\uc870<\/strong>, \uc720\ud1b5, \ubcf4\uc548, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560<\/strong>\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n

\uc911\uc18c\uae30\uc5c5\uc758 \ud604\uc2e4\uc5d0 \ub9de\ucd98 \uc811\uadfc \uac00\ub2a5\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc740 \ud06c\uac8c \ub2e4\uc74c\uacfc \uac19\uc740 \uc138 \uac00\uc9c0 \ud2b9\uc131\uc744 \uc911\uc2ec\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uccab\uc9f8, \uad6c\ub3c5\ud615<\/strong> \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4<\/strong>(SaaS)<\/strong>\ub97c \ud1b5\ud574 \uace0\uac00\uc758 \uc11c\ubc84\ub098 GPU \uc5c6\uc774\ub3c4 \uc774\ubbf8\uc9c0 \ubd84\uc11d \uae30\ub2a5\uc744 API \ud615\ud0dc\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc81c\ud488 \uc678\uad00 \uac80\uc0ac, \uc7ac\uace0 \ud604\ud669 \uac10\uc2dc, \ud604\uc7a5 \uc548\uc804 \ubaa8\ub2c8\ud130\ub9c1 \ub4f1\uc758 \uae30\ub2a5\uc740 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc73c\ub85c \uac04\ud3b8\ud558\uac8c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub458\uc9f8, AutoML \ubc0f No-code \uc778\ud130\ud398\uc774\uc2a4<\/strong>\ub294 \ube44\uc804\ubb38\uac00\ub3c4 \ub77c\ubca8\ub9c1\ub41c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uac8c \ud574 \uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc911\uc18c\uae30\uc5c5 \ub0b4\ubd80\uc758 \ud604\uc7a5 \uc778\ub825\ub3c4 \ubcc4\ub3c4\uc758 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \uc2dc\uac01 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \ubb38\uc81c \ud574\uacb0\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \uc14b\uc9f8, \ubaa8\ub4c8\ud615 \uad6c\uc870 \uc194\ub8e8\uc158<\/strong>\uc740 \uae30\uc5c5 \uc131\uc7a5\uacfc \ud544\uc694\uc5d0 \ub530\ub77c \uae30\ub2a5\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc73c\uba70 \ucd08\uae30\uc5d0\ub294 \ubd84\ub7c9 \uac80\ucd9c\uacfc \uac19\uc740 \ub2e8\uc77c \uc791\uc5c5 \uc911\uc2ec\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \ub3d9\uc2dc \uac1d\uccb4 \uac10\uc9c0\uc640 \ubd84\ub958\uc640 \uac19\uc740 \uc810\ucc28 \ub2e4\uc911 \ud0dc\uc2a4\ud06c\ub85c \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\ub098 \uc911\uc18c\uae30\uc5c5\uc774 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc744 \uc548\uc815\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uace0 \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba87 \uac00\uc9c0 \uc694\uc18c\ub97c \uc804\ub7b5\uc801\uc73c\ub85c \uace0\ub824\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, \uc801\uc6a9\ud558\uace0\uc790 \ud558\ub294 \uc5c5\ubb34 \ubc94\uc704\uc5d0 \ub300\ud574 \uba85\ud655\ud55c \uc815\uc758\uc640 \ubaa9\ud45c \uc124\uc815\uc774 \uc120\ud589\ub418\uc5b4\uc57c \ud558\uba70 \uae30\uc220 \ub3c4\uc785\uc744\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc5c5\ubb34 \uc131\uacfc\uc640 \uc5f0\uacb0\ub418\ub294<\/strong> ROI \uc911\uc2ec\uc758 \uc811\uadfc<\/strong>\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4. \ub458\uc9f8, \ub3c4\uc785 \uc194\ub8e8\uc158\uc758 UI\/UX\uac00 \uc9c1\uad00\uc801\uc778\uc9c0, \uae30\uc874 \uc5c5\ubb34 \uc2dc\uc2a4\ud15c(ERP, MES)\uacfc \uc5f0\ub3d9\uc774 \uac00\ub2a5\ud55c \uad6c\uc870\uc778\uc9c0 \uc5ec\ubd80\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. \uc14b\uc9f8, \ucd08\uae30 \ub3c4\uc785 \uc774\ud6c4\uc5d0\ub294 \ub0b4\ubd80 \uc0ac\uc6a9\uc790 \uad50\uc721, \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1, \uc815\uae30\uc801 \uc5c5\ub370\uc774\ud2b8 \ub4f1\uc758 \uc6b4\uc601 \uccb4\uacc4\ub97c \uc218\ub9bd\ud558\uace0 \uae30\uc220\uc758 \uc815\ucc29\uacfc \uc9c0\uc18d\uc801 \ud65c\uc6a9 \uac00\ub2a5\uc131<\/strong>\uc744 \ub192\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

\ucd5c\uadfc \uc815\ubd80\uc640 \uc9c0\ubc29\uc790\uce58\ub2e8\uccb4\ub294 AI \ubc14\uc6b0\ucc98 \uc0ac\uc5c5, \uc2a4\ub9c8\ud2b8\uacf5\uc7a5 \ubcf4\uae09\u00b7\ud655\uc0b0 \uc0ac\uc5c5, R&D \uc9c0\uc6d0 \ud504\ub85c\uadf8\ub7a8<\/strong> \ub4f1\uc744 \ud1b5\ud574 \uc911\uc18c\uae30\uc5c5\uc758 AI \uae30\uc220 \ub3c4\uc785\uc744 \uc801\uadf9 \uc9c0\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc678\ubd80 \uc790\uc6d0\uc744 \uc804\ub7b5\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uba74 \ube44\uc6a9 \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \ubcf4\ub2e4 \uccb4\uacc4\uc801\uc778 \ub3c4\uc785 \uacc4\ud68d\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc73c\uba70 \uae30\uc220 \ub9ac\uc2a4\ud06c \ub610\ud55c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uacb0\ub860\uc801\uc73c\ub85c, \uc811\uadfc \uac00\ub2a5\ud55c AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc740 \uc911\uc18c\uae30\uc5c5\uc758 \ub514\uc9c0\ud138 \uc804\ud658<\/strong> (DX)\uc744 \uc2e4\ud604\ud558\uace0 \uc6b4\uc601 \ud6a8\uc728\uc131\uacfc \ud488\uc9c8 \uacbd\uc7c1\ub825\uc744 \ub3d9\uc2dc\uc5d0 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n

\uc911\uc18c\uae30\uc5c5\uc774<\/strong> AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \ub3c4\uc785 \uc2dc \ub3c4\uc804<\/strong><\/h2>\n
\"\uc911\uc18c\uae30\uc5c5\ub4e4\uc774-AI-\uae30\ubc18-\ucef4\ud4e8\ud130-\ube44\uc804-\ub3c4\uc785-\uc2dc-\ub3c4\uc804\"
\u110c\u116e\u11bc\u1109\u1169\u1100\u1175\u110b\u1165\u11b8\u1103\u1173\u11af\u110b\u1175 AI \u1100\u1175\u1107\u1161\u11ab \u110f\u1165\u11b7\u1111\u1172\u1110\u1165 \u1107\u1175\u110c\u1165\u11ab \u1103\u1169\u110b\u1175\u11b8 \u1109\u1175 \u1103\u1169\u110c\u1165\u11ab<\/figcaption><\/figure>\n

AI \uae30\uc220, \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \uc601\uc5ed\uc5d0\uc11c \uc911\uc18c\uae30\uc5c5\uc758 \uacbd\uc7c1\ub825\uc744 \ub192\uc77c \uc218 \uc788\ub294 \ud601\uc2e0\uc801 \ub3c4\uad6c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc9c0\ub9cc \uc2e4\uc81c \ub3c4\uc785 \uacfc\uc815\uc5d0\uc11c\ub294 \uae30\uc220\uc801 \uc694\uc18c\ub9cc\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc5c6\ub294 \ubcf5\ud569\uc801\uc778 \uc7a5\uc560 \uc694\uc778\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc911\uc18c\uae30\uc5c5\ub4e4\uc774 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804\uc744 \ub3c4\uc785 \uc2dc \uc9c1\uba74\ud560 \uc218 \uc788\ub294 \ub3c4\uc804\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130 \ud655\ubcf4 \ubc0f \ub77c\ubca8\ub9c1\uc758 \ubcd1\ubaa9 \ud604\uc0c1<\/strong><\/h3>\n

AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc758 \uc815\ud655\ub3c4\uc640 \uc131\ub2a5\uc740 \ub370\uc774\ud130\uc758 \uc591\uacfc \uc9c8\uc5d0 \uc758\ud574 \uacb0\uc815\ub429\ub2c8\ub2e4.<\/strong> \uadf8\ub7ec\ub098 \uc911\uc18c\uae30\uc5c5\uc740 \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub97c \ucda9\ubd84\ud788 \ud655\ubcf4\ud558\uace0 \uace0\ud488\uc9c8\ub85c \ub77c\ubca8\ub9c1\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uad6c\uc870\uc801\uc778 \ud55c\uacc4\uc5d0 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \uc6d0\uc778\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

\uccab\uc9f8, \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \ud544\uc694\ud55c \uc774\ubbf8\uc9c0\ub098 \uc601\uc0c1 \ub370\uc774\ud130\ub294 \uae30\uc5c5\uc758 \uc0b0\uc5c5 \ubd84\uc57c, \uc81c\ud488 \uc885\ub958, \uacf5\uc815 \ubc29\uc2dd\uc5d0 \ub530\ub77c \ub9e4\uc6b0 \uc0c1\uc774\ud558\uba70<\/strong> \ubc94\uc6a9\uc801\uc778 \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc73c\ub85c\ub294 \uc2e4\uc81c \ud658\uacbd\uc744 \ucda9\ubd84\ud788 \ubc18\uc601\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4<\/strong>.<\/strong> \ub530\ub77c\uc11c \ud604\uc7a5 \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc218\uc9d1\uc774 \ud544\uc218\uc801\uc774\uc9c0\ub9cc \uc911\uc18c\uae30\uc5c5\uc740 \uc804\uc6a9 \uc7a5\ube44, \uc13c\uc11c \uc778\ud504\ub77c, \ub370\uc774\ud130 \uad00\ub9ac \uc778\ub825 \ub4f1\uc744 \ud655\ubcf4\ud558\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub458\uc9f8, \ub370\uc774\ud130 \ud655\ubcf4 \uc774\ud6c4\uc5d0\ub294 \ub77c\ubca8\ub9c1 \uc791\uc5c5\uc774\ub77c\ub294<\/strong> \ub178\ub3d9 \uc9d1\uc57d\uc801 \uacfc\uc815\uc774 \ub4a4\ub530\ub985\ub2c8\ub2e4<\/strong>.<\/strong> \uc608\ub97c \ub4e4\uc5b4, \ubd88\ub7c9 \ud0d0\uc9c0\ub97c \uc704\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud558\ub824\uba74 \uc7a5\uc758 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud574 \u2018\uc591\ud488\/\ubd88\ub7c9\u2019 \uc5ec\ubd80, \uacb0\ud568\uc758 \uc704\uce58\uc640 \ud615\ud0dc \ub4f1\uc744 \uc815\ud655\ud788 \ud0dc\uae45\ud574\uc57c \ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub97c \uc218\ud589\ud560 \uc804\ubb38 \uc778\ub825\uc774 \ubd80\uc871\ud558\uba70 \ub0b4\ubd80 \ud300\uc744 \uad6c\uc131\ud558\uba74 \ud070 \ube44\uc6a9\uc774 \ub4ed\ub2c8\ub2e4.<\/p>\n

\uc14b\uc9f8, \ub77c\ubca8\ub9c1 \ud488\uc9c8\uc740 \uc815\ud655\ub3c4\uc640 \ub3c4\uba54\uc778 \uc9c0\uc2dd\uc758 \uae4a\uc774\uc5d0\ub3c4 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4<\/strong>.<\/strong> \uc608\ub97c \ub4e4\uc5b4, \uc758\ub8cc \uc601\uc0c1, \uc815\ubc00 \uc81c\uc870, \ubc18\ub3c4\uccb4 \uac80\uc0ac\uc640 \uac19\uc740 \uace0\ub09c\ub3c4 \ubd84\uc57c\uc5d0\uc11c\ub294 \ube44\uc804\ubb38\uac00\uac00 \ub77c\ubca8\ub9c1\uc744 \uc218\ud589\ud560 \uacbd\uc6b0 \uc624\ud788\ub824 \ubaa8\ub378 \uc131\ub2a5\uc744 \uc800\ud558\uc2dc\ud0ac \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \ucd5c\uadfc\uc5d0\ub294 \ub370\uc774\ud130 \uc99d\uac15<\/strong>(data augmentation), \ubc18\uc9c0\ub3c4 \ud559\uc2b5(semi-supervised learning), \ub77c\ubca8\ub9c1 \uc790\ub3d9\ud654 \ub3c4\uad6c, \ud504\ub9ac\ud2b8\ub808\uc774\ub2dd \ubaa8\ub378<\/strong> \ub4f1\uc774 \ub3c4\uc785\ub418\uace0 \uc788\uc73c\ub098 \uc774 \ub610\ud55c \ub3c4\uc785\u00b7\uc6b4\uc601 \uc5ed\ub7c9\uc744 \uac16\ucd98 \uc911\uc18c\uae30\uc5c5\uc740 \uc5ec\uc804\ud788 \uc81c\ud55c\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc815\ubd80 \ubc0f \ubbfc\uac04 \ud611\ub825 \uccb4\uacc4 \ud558\uc5d0 \uacf5\uacf5 \ub77c\ubca8\ub9c1 \uc778\ud504\ub77c \uc9c0\uc6d0<\/strong>, \uc0b0\uc5c5\ubcc4 \ub370\uc774\ud130\uc14b \uacf5\uc720 \ud50c\ub7ab\ud3fc, AI \ubc14\uc6b0\ucc98\ub97c \ud1b5\ud55c \uc804\ubb38\uac00 \uc5f0\uacb0 \uccb4\uacc4<\/strong>\uac00 \ub9c8\ub828\ub418\uc5b4\uc57c \uc911\uc18c\uae30\uc5c5\uc774 \uc790\uc728\uc801\uc774\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \ub370\uc774\ud130 \uc218\uc9d1\u00b7\uac00\uacf5 \uccb4\uacc4\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud558\ub4dc\uc6e8\uc5b4 \ube44\uc6a9 \ubc0f \uc778\ud504\ub77c \uc81c\uc57d<\/strong><\/h3>\n

\uc911\uc18c\uae30\uc5c5\uc774 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc194\ub8e8\uc158<\/strong>\uc744 \ub3c4\uc785\ud558\uace0\uc790 \ud560 \ub54c \uac00\uc7a5 \uba3c\uc800 \ub9c8\uc8fc\ud558\ub294 \ud604\uc2e4\uc801\uc778 \uc81c\uc57d\uc740 \ubc14\ub85c \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc778\ud504\ub77c \uad6c\ucd95 \ube44\uc6a9<\/strong>\uc785\ub2c8\ub2e4. \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc740 \uc815\ubc00\ud55c \uc774\ubbf8\uc9c0 \ucea1\ucc98, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc804\uc1a1, \uace0\uc18d \uc5f0\uc0b0 \ucc98\ub9ac \ub4f1\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \uace0\uc131\ub2a5 \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc548\uc815\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c<\/strong>\uac00 \ud544\uc218\uc801\uc73c\ub85c \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n

\uc6b0\uc120, \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec \uc785\ub825 \uc694\uc18c\uc778 \uc0b0\uc5c5\uc6a9 \uce74\uba54\ub77c<\/strong>, \ub77c\uc774\ub2e4 \uc13c\uc11c, \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0 \ucea1\ucc98 \uc7a5\uce58<\/strong> \ub4f1\uc758 \ud558\ub4dc\uc6e8\uc5b4\ub294 \ub2e8\uac00\uac00 \ub192\uace0 \uc124\uce58 \ud658\uacbd\uc5d0 \ub530\ub77c \ub9de\ucda4\ud615 \uad6c\uc131\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c \uc870\uba85, \ub80c\uc988, \ubc29\uc9c4 \ubc0f \ubc29\uc2b5 \uc7a5\ube44 \ub4f1 \uc8fc\ubcc0 \uc7a5\uce58\uae4c\uc9c0 \ud3ec\ud568\ud558\uba74 \ucd08\uae30 \ud558\ub4dc\uc6e8\uc5b4 \ud22c\uc790 \ube44\uc6a9\uc740 \uc218\ucc9c\ub9cc \uc6d0\uc5d0 \uc774\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ube44\uc6a9 \uad6c\uc870\ub294 \uc608\uc0b0\uc774 \uc81c\ud55c\ub41c \uc911\uc18c\uae30\uc5c5\uc5d0\uac8c\ub294 \uc9c4\uc785 \uc7a5\ubcbd\uc73c\ub85c \uc791\uc6a9\ud558\uba70 \ud558\ub4dc\uc6e8\uc5b4 \uc0ac\uc591\uc744 \ub0ae\ucd9c \uacbd\uc6b0\uc5d0\ub294 \uace7\ubc14\ub85c \ub370\uc774\ud130 \ud488\uc9c8 \uc800\ud558 \ubc0f \ubaa8\ub378 \uc815\ud655\ub3c4 \ud558\ub77d\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub458\uc9f8, \uc218\uc9d1\ub41c \uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\uac70\ub098 \ud074\ub77c\uc6b0\ub4dc\uc640 \uc5f0\ub3d9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uace0\uc131\ub2a5<\/strong> GPU \uc11c\ubc84, \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4, \uc548\uc815\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c<\/strong>\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ud2b9\ud788 GPU \uae30\ubc18 \uc11c\ubc84\ub294 \ub192\uc740 \uac00\uaca9 \uc678\uc5d0\ub3c4 \ub192\uc740 \uc804\ub825 \uc18c\ubaa8\uc640 \ub0c9\uac01 \uc694\uad6c\ub97c \ub3d9\ubc18\ud558\uae30 \ub54c\ubb38\uc5d0 \uc911\uc18c\uae30\uc5c5\uc758 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5 \ud658\uacbd\uc5d0\uc11c\ub294 \ubb3c\ub9ac\uc801 \uc124\uce58 \uc5ec\uac74 \uc790\uccb4\uac00 \uc81c\ud55c\uc801<\/strong>\uc778 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc744 \uc704\ud55c \uc18c\ud615 AI \ubaa8\ub4c8 \uc5ed\uc2dc \ucd08\uae30 \ub3c4\uc785\ube44 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uce21\uba74\uc5d0\uc11c \ubd80\ub2f4\uc774 \ub429\ub2c8\ub2e4.<\/p>\n

\uc14b\uc9f8, \ud558\ub4dc\uc6e8\uc5b4 \uc778\ud504\ub77c\uc758 \uad6c\ucd95\ubfd0 \uc544\ub2c8\ub77c \uc774\ub97c \uc124\uce58\u00b7\uc6b4\uc601\u00b7\ubaa8\ub2c8\ud130\ub9c1\ud560 \uc804\ubb38 \uae30\uc220 \uc778\ub825<\/strong>\ub3c4 \ubd80\uc871\ud55c \uac83\uc774 \ud604\uc2e4\uc785\ub2c8\ub2e4.<\/p>\n

\uad81\uadf9\uc801\uc73c\ub85c \uc911\uc18c\uae30\uc5c5\uc774 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 AI \uc2dc\uc2a4\ud15c\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc778\ud504\ub77c \uad00\ub828 \uc81c\uc57d\uc744 \uc804\ub7b5\uc801\uc73c\ub85c \uace0\ub824\ud55c \ub3c4\uc785 \uacc4\ud68d<\/strong>\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ube44\uc6a9 \ubb38\uc81c\ub97c \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc7a5\ube44\uc758 \ud655\uc7a5\uc131, \uc720\uc9c0\ubcf4\uc218 \uac00\ub2a5\uc131, \uc5d0\ub108\uc9c0 \ud6a8\uc728, \uc778\ub825 \uc5ed\ub7c9 \ub4f1\uc744 \uc885\ud569\uc801\uc73c\ub85c \ud310\ub2e8\ud558\uc5ec \ub2e8\uacc4\uc801\uc73c\ub85c \uad6c\ucd95\ud558\ub294 \uc811\uadfc \ubc29\uc2dd\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n

\uc0ac\ub0b4<\/strong> AI \uc804\ubb38\uc131\uacfc \uad6c\ud604 \uc5ed\ub7c9\uc758 \ubd80\uc871<\/strong><\/h3>\n

\uc911\uc18c\uae30\uc5c5\uc774 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804<\/strong> \uc194\ub8e8\uc158\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uace0 \ub0b4\uc7ac\ud654\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0ac\ub0b4\uc5d0 \uae30\uc220\uc744 \uc774\ud574\ud558\uace0 \uc6b4\uc6a9\ud560 \uc218 \uc788\ub294 \uc804\ubb38\uc131<\/strong>\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud604\uc2e4\uc801\uc73c\ub85c \ub9ce\uc740 \uc911\uc18c\uae30\uc5c5\uc740 AI \uad00\ub828 \uc778\ub825\uc758 \ubd80\uc7ac<\/strong>, \uad6c\ud604 \uacbd\ud5d8\uc758 \ubd80\uc871<\/strong>, \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc704\ud55c \uc870\uc9c1\uc801 \uc5ed\ub7c9\uc758 \ubbf8\ud761<\/strong>\uc774\ub77c\ub294 \ub3c4\uc804\uc744 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc6b0\uc120, \uc911\uc18c\uae30\uc5c5 \ub0b4\ubd80\uc5d0\ub294 \ub370\uc774\ud130 \uc0ac\uc774\uc5b8\ud2f0\uc2a4\ud2b8<\/strong>, \uba38\uc2e0\ub7ec\ub2dd \uc5d4\uc9c0\ub2c8\uc5b4, MLOps \uc804\ubb38\uac00<\/strong>\uc640 \uac19\uc740 \ud575\uc2ec \uc778\ub825\uc774 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc694\uad6c\ub418\ub294 \ubcf5\uc7a1\ud55c \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc790\uccb4\uc801\uc73c\ub85c \uc218\ud589\ud558\uae30 \uc5b4\ub835\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uace0\uc6a9\ub178\ub3d9\ubd80\uc640 \ud55c\uad6d\uc9c1\uc5c5\ub2a5\ub825\uc5f0\uad6c\uc6d0\uc5d0 \ub530\ub974\uba74 \uc624\ub294 2027\ub144\uae4c\uc9c0 \ud5a5\ud6c4 5\ub144\uac04 \uad6d\ub0b4 \uc778\uacf5\uc9c0\ub2a5 \ubd84\uc57c\uc5d0 1\ub9cc 2800\uba85, \ud074\ub77c\uc6b0\ub4dc\ub294 1\ub9cc 8800\uba85 \ub4f1\uc758 \uc2e0\uaddc\uc778\ub825\uc774 \ubd80\uc871\ud560 \uc218 \uc788\uc744 \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/a><\/p>\n

\ub458\uc9f8, \uc911\uc18c\uae30\uc5c5\uc740 \ub300\ubd80\ubd84 AI \ub3c4\uc785\uc5d0 \ub300\ud55c \uc0ac\uc804 \uacbd\ud5d8\uc774 \ubd80\uc871\ud558\uac70\ub098 \uc2e4\ud328 \uacbd\ud5d8\uc774 \uc788\uc5b4 \uae30\uc220 \ub3c4\uc785 \uc790\uccb4\uc5d0 \ub300\ud55c \uac70\ubd80\uac10 \ub610\ub294 \ubd88\uc2e0<\/strong>\uc744 \uac16\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \uc81c\uc870 \uc911\uc18c\uae30\uc5c5\uc774 \uc678\uc8fc\ub85c \uac1c\ubc1c\ud55c \ubd88\ub7c9 \uac80\ucd9c\uc6a9 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud588\uc73c\ub098 \ub0b4\ubd80\uc5d0 \ub77c\ubca8\ub9c1 \uae30\uc900\uacfc \ud488\uc9c8 \uc815\uc758 \uccb4\uacc4\uac00 \ubd80\uc7ac\ud558\uc5ec \ubaa8\ub378\uc774 \uc81c\ub300\ub85c \ud559\uc2b5\ub418\uc9c0 \ubabb\ud558\uace0 \uc0ac\uc5c5\uc774 \uc911\ub2e8\ub41c \uc0ac\ub840\ub294 \ud754\ud788 \ubcf4\uace0\ub418\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\uc220 \ubb38\uc81c\ub77c\uae30\ubcf4\ub2e4 AI\uc758 \uc801\uc6a9 \uac00\ub2a5\uc131\uacfc \ud55c\uacc4\ub97c \ub0b4\ubd80\uc801\uc73c\ub85c \ud574\uc11d\ud558\uace0 \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \uc9c0\uc2dd \uae30\ubc18\uc758 \ubd80\uc7ac\uc5d0\uc11c \ube44\ub86f\ub41c \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n

\uc14b\uc9f8, AI \uc2dc\uc2a4\ud15c\uc740 \uad6c\ucd95 \uc774\ud6c4\uc5d0\ub3c4 \uc9c0\uc18d\uc801\uc778 \uc6b4\uc601<\/strong>, \ubaa8\ub2c8\ud130\ub9c1, \uc131\ub2a5 \uac1c\uc120<\/strong>\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc0ac\ub0b4\uc5d0 \uc774 \uacfc\uc815\uc744 \ub2f4\ub2f9\ud560 \uc870\uc9c1\uc774\ub098 \ud504\ub85c\uc138\uc2a4\uac00 \ub9c8\ub828\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc73c\uba74 \ub3c4\uc785 \uc774\ud6c4 \ube60\ub974\uac8c \ubc29\uce58\ub418\uac70\ub098 \uc6b4\uc601 \ud6a8\uc728\uc131\uc774 \uae09\uaca9\ud788 \uc800\ud558\ub418\ub294 \ud604\uc0c1<\/strong>\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uacbd\uc6b0, \ub370\uc774\ud130 \ud2b9\uc131\uc774 \uc218\uc2dc\ub85c \ubcc0\ud558\uace0 \ud658\uacbd \ubcc0\ud654\uc5d0 \ubbfc\uac10\ud558\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \ub4dc\ub9ac\ud504\ud2b8(Data Drift), \uac1c\uccb4 \uc778\uc2dd \uc624\ub958, \ud658\uacbd \uc801\uc751 \uc2e4\ud328\uc640 \uac19\uc740 \ubb38\uc81c\uac00 \ud544\uc5f0\uc801\uc73c\ub85c \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \uc774\ub97c \uc989\uc2dc \uac10\uc9c0\ud558\uace0 \uc7ac\ud559\uc2b5 \ubc0f \ud29c\ub2dd\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9 \uc5c6\uc774\ub294 AI \ub3c4\uc785\uc758 \ud6a8\uacfc\ub294 \uc77c\uc2dc\uc801\uc778 \ub370\uc5d0 \uadf8\uce58\uac8c \ub429\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uc18c\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc911\uc18c\uae30\uc5c5\uc5d0 \ud2b9\ud654\ub41c AI \uc5ed\ub7c9 \ub0b4\uc7ac\ud654 \uc804\ub7b5<\/strong>\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4 \uc678\uc8fc \uc804\ubb38\uc5c5\uccb4\uc640 \ub0b4\ubd80 \uc2e4\ubb34\uc790\ub97c \uc5f0\uacb0\ud558\ub294 AI \ucee8\uc124\ud305 \ubc14\uc6b0\ucc98, \uc0b0\uc5c5 \ub9de\ucda4\ud615 \uc628\ubcf4\ub529 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8, MLOps\uc640 \ucef4\ud4e8\ud130 \ube44\uc804 \uc911\uc2ec\uc758 \ub2e8\uae30 \uc2e4\ubb34 \uacfc\uc815 \uac1c\uc124 \ub4f1\uc744 \ud1b5\ud574 \uae30\uc220\uc774 \uc544\ub2cc \uc0ac\ub78c \uc911\uc2ec\uc758 \ub514\uc9c0\ud138 \uc218\uc6a9\uc131<\/strong>\uc744 \ub192\uc774\ub294 \ubc29\uc2dd\uc774 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c \ucd08\uae30\uc5d0\ub294 \u2018\uc18c\uaddc\ubaa8 \ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8<\/strong>\u2019\ub97c \uc218\ud589\ud558\uba74\uc11c \ub2e8\uacc4\uc801\uc73c\ub85c \uae30\uc220\uc744 \ud559\uc2b5\ud558\uace0 \uc774\uc804\ud558\ub294 \uac83\uc774 \uc7a5\uae30\uc801\uc778 \uad00\uc810\uc5d0\uc11c \ub354\uc6b1 \ubc14\ub78c\uc9c1\ud55c \uc811\uadfc\uc785\ub2c8\ub2e4.<\/p>\n

HBLAB\uc740 \ud604\uc7ac \ud55c\uad6d \ubc0f \uc77c\ubcf8\uc5d0\uc11c \uc628 \uace0\uac1d\uc0ac\uc640 \uc804\ub7b5\uc801\uc73c\ub85c \ud611\ub825\ud558\uba70 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18<\/strong> AI \ud504\ub85c\uc81d\ud2b8<\/strong>\ub97c \uc218\ud589\ud558\uace0 \uc788\uc73c\uba70 \ud2b9\ud788 \uc81c\ud488 \ud488\uc9c8 \uac80\uc0ac<\/strong>(AOI), \uc5bc\uad74 \uc778\uc2dd, \uad11\ud559 \ubb38\uc790 \uc778\uc2dd(OCR), \uac1d\uccb4 \ucd94\uc801 \ubc0f \uc2dc\uac01 \ub370\uc774\ud130 \uad00\ub9ac<\/strong>\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \uc804\ubb38\uc131\uc744 \ubc1c\ud718\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c \uc778\ub825\uc740 \u00a0\ucef4\ud4e8\ud130 \ube44\uc804 \ubc0f AI \ubd84\uc57c\uc758 \uc2e4\uc804 \uacbd\ud5d8\uc744 \ubcf4\uc720<\/strong>\ud558\uace0 \uc788\uc73c\uba70 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c GDC(Global Development Center)<\/a> \ub610\ub294 \ub2e8\uacc4\ubcc4 \ud504\ub85c\uc81d\ud2b8 \uae30\ubc18 \uc778\ub825 \ubc0f \uae30\uc220\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub300\ud45c\uc801\uc778 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uba74 HBLAB\uc740 \ub370\uc774\ud130 \uc218\uc9d1\u2013\ub77c\ubca8\ub9c1\u2013\ubaa8\ub378 \ud559\uc2b5\u2013\uc11c\ube59 \ucd5c\uc801\ud654\uc5d0 \uc774\ub974\ub294 \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ud1b5\ud574 \uace0\uac1d\uc758 MVP \uc81c\ud488 \uac1c\ubc1c \uae30\uac04\uc744 \ud3c9\uade0 30~40% \ub2e8\ucd95<\/strong>\uc2dc\ud0a8 \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ubca0\ud2b8\ub0a8 \uac1c\ubc1c\uc790\uc758 \ud3c9\uade0 \uc778\uac74\ube44\ub294 \ud55c\uad6d \ub300\ube44 \ub3d9\uc77c\ud55c \ud488\uc9c8\uc758 AI \uc2dc\uc2a4\ud15c\uc744 30% – 40% \uc774\uc0c1 \uc800\ub834\ud55c \ube44\uc6a9<\/strong>\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8 \uae30\uc900\uc73c\ub85c\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958 \ubc0f \uac1d\uccb4 \uc778\uc2dd \ubaa8\ub378\uc5d0\uc11c 92% \uc774\uc0c1 \uc815\ud655\ub3c4<\/strong>\ub97c \ub2ec\uc131\ud558\uace0 \ub192\uc740 \ud488\uc9c8\uc758 \uc131\ub2a5\uc744 \uc785\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

HBLAB\uc740 \ud55c\uad6d \uace0\uac1d\uacfc\uc758 \uc6d0\ud65c\ud55c \ud611\uc5c5\uc744 \uc704\ud574 Scrum \uae30\ubc18 \uc560\uc790\uc77c \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ub3c4\uc785\ud558\uace0 \uc788\uc73c\uba70<\/strong> \ud55c\uad6d\uc5b4 \uc18c\ud1b5\uc774 \uac00\ub2a5\ud55c<\/strong> PM \ubc0f \ucee4\ubba4\ub2c8\ucf00\uc774\ud130\ub97c \ubc30\uce58<\/strong>\ud558\uc5ec \uad6d\uacbd \uac04 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc778 \uc77c\uc815 \uad00\ub9ac\uc640 \ud488\uc9c8 \ubcf4\uc7a5\uc744 \uc2e4\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6b4\uc601 \uc5ed\ub7c9\uc740 \uc678\uc8fc \uac1c\ubc1c\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804\ub7b5\uc801 \uae30\uc220 \ud30c\ud2b8\ub108\ub85c\uc11c HBLAB\uc758 \uacbd\uc7c1\ub825\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

HBLAB\uc5d0 \uad00\ud55c \uace0\uac1d\uc0ac \ud6c4\uae30 \ubcf4\uae30 <\/a><\/p>\n

\ud504\ub77c\uc774\ubc84\uc2dc<\/strong>, \uc724\ub9ac, \uaddc\uc81c \uc900\uc218 \ubb38\uc81c<\/strong><\/h3>\n

\uc911\uc18c\uae30\uc5c5\uc774 AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud560 \ub54c \ubc18\ub4dc\uc2dc \uace0\ub824\ud574\uc57c \ud560 \ud575\uc2ec \uc774\uc288 \uc911 \ud558\ub098\ub294 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638<\/strong>, \uae30\uc220 \uc724\ub9ac, \uadf8\ub9ac\uace0 \uad00\ub828 \ubc95\uaddc \uc900\uc218 \ubb38\uc81c<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc601\uc0c1 \ubc0f \uc774\ubbf8\uc9c0 \uae30\ubc18\uc758 \uc2e4\uc2dc\uac04 \uac10\uc9c0, \ubd84\uc11d, \ucd94\uc801 \uae30\ub2a5\uc744 \uc218\ud589\ud558\ubbc0\ub85c \uc0ac\ub78c\uc758 \uc5bc\uad74, \ucc28\ub7c9 \ubc88\ud638, \uc2e0\uccb4 \uc815\ubcf4 \ub4f1 \uac1c\uc778 \uc2dd\ubcc4 \uac00\ub2a5 \uc815\ubcf4(PII)\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130\ub97c \ud544\uc5f0\uc801\uc73c\ub85c \ub2e4\ub8e8\uac8c \ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub370\uc774\ud130 \uc218\uc9d1\ubd80\ud130 \ucc98\ub9ac, \uc800\uc7a5, \ubd84\uc11d, \ubc30\ud3ec\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc804 \uacfc\uc815\uc5d0\uc11c \ubc95\uc801\u00b7\uc724\ub9ac\uc801 \uae30\uc900\uc744 \ucca0\uc800\ud788 \uc900\uc218\ud558\uc9c0 \uc54a\uc744 \uacbd\uc6b0<\/strong> \uae30\uc220\uc801 \uc131\uacfc\uc640\ub294 \ubcc4\uac1c\ub85c \uae30\uc5c5\uc758 \uc2e0\ub8b0\uc131, \ubc95\uc801 \ucc45\uc784, \uc0ac\ud68c\uc801 \uc774\ubbf8\uc9c0\uc5d0 \uc911\ub300\ud55c \ub9ac\uc2a4\ud06c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc6b0\uc120, \uac1c\uc778\uc815\ubcf4\ubcf4\ud638\ubc95(\uac1c\uc778\uc815\ubcf4\ubcf4\ud638\uc704\uc6d0\ud68c \uc18c\uad00)<\/strong>, \uc601\uc0c1\uc815\ubcf4\ucc98\ub9ac\uae30\uae30 \uc6b4\uc601\u00b7\uad00\ub9ac \uc9c0\uce68<\/strong>, AI \uc724\ub9ac \uac00\uc774\ub4dc\ub77c\uc778(\uacfc\uae30\uc815\ud1b5\ubd80 2021)<\/strong> \ub4f1 \ub2e4\uc591\ud55c \ubc95\ub839\uacfc \ud589\uc815\uc9c0\uce68\uc5d0 \ub530\ub974\uba74 \uae30\uc5c5\uc740 \uc601\uc0c1 \ub370\uc774\ud130 \uc218\uc9d1 \uc2dc \uba85\ud655\ud55c \uc218\uc9d1 \ubaa9\uc801 \uace0\uc9c0<\/strong>, \ub3d9\uc758 \uc808\ucc28 \ud655\ubcf4, \ub9c8\uc2a4\ud0b9 \ubc0f \ube44\uc2dd\ubcc4\ud654 \ucc98\ub9ac<\/strong> \ub4f1 \uc0ac\uc804\uc801 \uc870\uce58\uc640 \uc0ac\ud6c4\uc801 \uad00\ub9ac \uccb4\uacc4\ub97c \ud568\uaed8 \ub9c8\ub828\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub458\uc9f8, \uae30\uc220\uc774 \uace0\ub3c4\ud654\ub420\uc218\ub85d AI \ud3b8\ud5a5(Bias), \uc624\ubd84\ub958(Misclassification), \uac10\uc2dc \uac15\ud654 \ubb38\uc81c<\/strong>\uc640 \uac19\uc740 \uc724\ub9ac\uc801 \ub17c\ub780<\/strong>\ub3c4 \ud568\uaed8 \ubd80\uac01\ub429\ub2c8\ub2e4. \uc608\ucee8\ub300, \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\ubc18 \uc5bc\uad74 \uc778\uc2dd \ubaa8\ub378\uc774 \uc131\ubcc4\u00b7\uc778\uc885\uc5d0 \ub530\ub77c \uc815\ud655\ub3c4 \ucc28\uc774\ub97c \ubcf4\uc774\uac70\ub098 \ub9e4\uc7a5 \ub0b4 \uace0\uac1d \ub3d9\uc120\uc744 \ubd84\uc11d\ud558\ub294 \uc2dc\uc2a4\ud15c\uc774 \uac10\uc2dc \uae30\uc220\ub85c \uc624\uc778\ub418\uc5b4 \uc0ac\uc6a9\uc790 \ubd88\ucf8c\uac10\uc744 \uc720\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc14b\uc9f8, \uae00\ub85c\ubc8c \uae30\uc5c5\uacfc\uc758 \ud611\uc5c5 \ub610\ub294 \ud574\uc678 \uc2dc\uc7a5 \uc9c4\ucd9c \uc2dc\uc5d0\ub294 GDPR(\uc720\ub7fd \uc77c\ubc18 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uaddc\uc815), APPI(\uc77c\ubcf8), CCPA(\ubbf8\uad6d \uce98\ub9ac\ud3ec\ub2c8\uc544)<\/strong> \ub4f1 \uac01\uad6d\uc758 \uace0\uc720\ud55c \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc95\ub839\uc744 \uc774\ud574\ud558\uace0 \uc801\uc6a9\ud574\uc57c \ud558\ub294 \uacfc\uc81c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 EU\uc758 GDPR\uc740 \uc704\ubc18 \uc2dc \uc5f0\ub9e4\ucd9c\uc758 4%\uc5d0 \ub2ec\ud558\ub294 \uacfc\uc9d5\uae08\uc774 \ubd80\uacfc\ub420 \uc218 \uc788\uc5b4 \uae30\uc220 \uc218\ucd9c\uc744 \uace0\ub824\ud558\ub294 \uc911\uc18c\uae30\uc5c5\uc5d0\uac8c\ub294 \ubc95\ub960 \ub9ac\uc2a4\ud06c \uad00\ub9ac \ub2a5\ub825 \ub610\ud55c \uae30\uc220 \uacbd\uc7c1\ub825\uacfc \ub3d9\uc77c\ud55c \uc218\uc900\uc73c\ub85c \uc694\uad6c<\/strong>\ub429\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc911\uc18c\uae30\uc5c5\uc740 \uae30\uc220 \uac1c\ubc1c \ucd08\uae30 \ub2e8\uacc4\ubd80\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc14\uc774 \ub514\uc790\uc778<\/strong>(Privacy by Design)<\/strong> \uc6d0\uce59\uc744 \uc801\uc6a9\ud558\uace0<\/strong> \ubc95\ub960 \uc790\ubb38\u00b7\ub370\uc774\ud130 \uc724\ub9ac \uac80\ud1a0 \uccb4\uacc4<\/strong>, \ub0b4\ubd80 \ubcf4\uc548 \uc815\ucc45 \uc218\ub9bd<\/strong>, \ube44\uc2dd\ubcc4\ud654 \uc54c\uace0\ub9ac\uc998 \uc801\uc6a9<\/strong> \ub4f1 \uc804\ubc29\uc704\uc801\uc778 \ucef4\ud50c\ub77c\uc774\uc5b8\uc2a4 \uc804\ub7b5\uc744 \ubcd1\ud589\ud558\ub294 \uac83\uc774 \ud544\uc218\uc785\ub2c8\ub2e4. \ub610\ud55c \uc815\ubd80 \ubc0f \uc9c0\uc790\uccb4\ub294 \uc911\uc18c\uae30\uc5c5\uc744 \ub300\uc0c1\uc73c\ub85c \ud55c AI \uc724\ub9ac \ucee8\uc124\ud305, \ud45c\uc900 \uac00\uc774\ub4dc\ub77c\uc778 \uc81c\uacf5, \uc778\uc99d \uc9c0\uc6d0 \uc81c\ub3c4<\/strong>\ub97c \ud1b5\ud574 \uc81c\ub3c4\uc801 \ub4b7\ubc1b\uce68\uc744 \uc81c\uacf5\ud574\uc57c \ud558\uba70 \uae30\uc220 \uc911\uc2ec\uc758 \ub3c4\uc785\uc744 \ub118\uc5b4\uc11c \u2018\ucc45\uc784 \uc788\ub294 AI \uc6b4\uc601 \uccb4\uacc4\u2019\ub85c\uc758 \uc804\ud658\uc744 \ucd09\uc9c4\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubbf8\ub798<\/strong><\/h2>\n
\"\ucef4\ud4e8\ud130-\ube44\uc804-\ubbf8\ub798\"
\u110f\u1165\u11b7\u1111\u1172\u1110\u1165 \u1107\u1175\u110c\u1165\u11ab \u1106\u1175\u1105\u1162<\/figcaption><\/figure>\n

\uc911\uc18c\uae30\uc5c5\uc5d0\uc11c AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubbf8\ub798\ub294 \ub9e4\uc6b0 \uc720\ub9dd\ud55c \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uc800\ub834\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uce74\uba54\ub77c \ub4f1 \ud558\ub4dc\uc6e8\uc5b4\uc758 \ubc1c\uc804\uacfc \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uacfc \uac19\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud601\uc2e0 \ub355\ubd84\uc5d0 \uc774 \uae30\uc220\uc740 \uc810\uc810 \ub354 \uc811\uadfc \uac00\ub2a5\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP), \uc608\uce21 \ubd84\uc11d \ub4f1 \uae30\ud0c0 AI \uae30\uc220\uacfc\uc758 \ud1b5\ud569\uc740 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ud65c\uc6a9 \uac00\ub2a5\uc131\uc744 \ud55c\uce35 \ub354 \ud655\uc7a5\uc2dc\ud0b5\ub2c8\ub2e4. \uc911\uc18c\uae30\uc5c5\uc774 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud568\uc5d0 \ub530\ub77c \uc6b4\uc601 \ud6a8\uc728\uc131\uc740 \ubb3c\ub860 \uc804\ub7b5\uc801 \ubbfc\ucca9\uc131\uacfc \uc2dc\uc7a5 \uacbd\uc7c1\ub825 \uce21\uba74\uc5d0\uc11c\ub3c4 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Insightaceanalytic<\/a>\uc5d0 \ub530\ub974\uba74 \uae00\ub85c\ubc8c AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc7a5 \uaddc\ubaa8\ub294 2024\ub144 \uae30\uc900 190\uc5b5 \ub2ec\ub7ec\ub85c \ud3c9\uac00\ub418\uba70 2025\ub144\ubd80\ud130 2034\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 24.8%\ub97c \uae30\ub85d\ud558\uba70 2034\ub144\uc5d0\ub294 1,726\uc5b5 \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n

\uc0b0\uc5c5 \uc804\ubc18\uc5d0\uc11c \ucca8\ub2e8 \uae30\uc220\uc744 \ud1b5\ud574 \ud6a8\uc728\uc131\uacfc \uc815\ud655\uc131, \uc758\uc0ac\uacb0\uc815 \ub2a5\ub825\uc744 \uac1c\uc120\ud558\ub824\ub294 \uc218\uc694\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c AI \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc7a5\uc740 \uc804\ub840 \uc5c6\ub294 \uc18d\ub3c4\ub85c \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc758 \uc815\ubc00\ub3c4\ub97c \ub192\uc774\uace0 \uc9c4\ub2e8 \uacfc\uc815\uc744 \ud68d\uae30\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70 \uc81c\uc870\uc5c5\uc5d0\uc11c\ub294 \uc790\ub3d9\ud654\ub41c \uac80\uc0ac \uae30\uc220\uc744 \ud1b5\ud574 \ud488\uc9c8 \uad00\ub9ac \uccb4\uacc4\ub97c \uace0\ub3c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc720\ud1b5\uc5c5\uacc4\ub294 \uc18c\ube44\uc790 \ud589\ub3d9\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uac1c\uc778 \ub9de\ucda4\ud615 \uc1fc\ud551 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70 \uc790\ub3d9\ucc28 \uc0b0\uc5c5\uc5d0\uc11c\ub294 \uc790\uc728\uc8fc\ud589 \uae30\uc220 \ubc0f \ucca8\ub2e8 \uc548\uc804 \uc2dc\uc2a4\ud15c \uad6c\ud604\uc5d0 \ud575\uc2ec\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uae09\uc18d\ud55c \uc131\uc7a5\uc740 \uc2a4\ub9c8\ud2b8\ud3f0, \uac10\uc2dc \uce74\uba54\ub77c, IoT \uae30\uae30 \ub4f1\uc744 \ud1b5\ud574 \uc0dd\uc131\ub418\ub294 \ubc29\ub300\ud55c \uc2dc\uac01 \ub370\uc774\ud130\uc758 \uc99d\uac00\uc640 \ub354\ubd88\uc5b4 \uae30\uacc4\ud559\uc2b5 \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc758 \uace0\ub3c4\ud654\uac00 \ubcf5\ud569\uc801\uc73c\ub85c \uc791\uc6a9\ud55c \uacb0\uacfc\ub85c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/strong><\/h2>\n

AI <\/strong>\ubd84\uc57c\uc5d0\uc11c<\/strong> \ucef4\ud4e8\ud130<\/strong> \ube44\uc804\uc758<\/strong> \uc608\uc2dc\ub294<\/strong> \ubb34\uc5c7\uc785\ub2c8\uae4c<\/strong>?<\/strong><\/h3>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ucef4\ud4e8\ud130, \ub85c\ubd07 \ub610\ub294 \uae30\ud0c0 \uc778\uacf5\uc9c0\ub2a5(AI) \ubaa8\ub378\uc774 \uc2dc\uac01\uc801 \ub2e8\uc11c\ub97c \uc778\uc2dd\ud558\uace0 \ubc18\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc758 \ub300\ud45c\uc801\uc778 \uc608\ub85c\ub294 \uc2a4\ub9c8\ud2b8\ud3f0\uc758 QR \uc2a4\uce90\ub108\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6f9\uc0ac\uc774\ud2b8\uc640 \uac19\uc740 \ub514\uc9c0\ud138 \ucf58\ud150\uce20\uc5d0 \uc811\uadfc\ud558\ub294 \uac83\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc0dd\uc131\ud615<\/strong> AI(Generative AI)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\uae4c?<\/strong><\/h3>\n

\uc0dd\uc131\ud615 AI<\/a>\uc640 \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI\ub294 \uc774\ubbf8\uc9c0\uc640 \uc601\uc0c1\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uc544\uc774\ub514\uc5b4\uc640 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc774\ubbf8\uc9c0 \ubc0f \uc601\uc0c1 \ubd84\uc11d \uae30\uc220\uc758 \uc218\uc900\uc744 \ud55c\uce35 \ub354 \ub04c\uc5b4\uc62c\ub9ac\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucef4\ud4e8\ud130 \ube44\uc804\uc5d0\uc11c\uc758<\/strong> AI \uc5d0\uc774\uc804\ud2b8(Vision AI Agent)\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>
\n<\/strong><\/h3>\n

\ube44\uc804 AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc778\uc2dd\ud558\uace0 \uc774\ud574\ud558\uba70 \uc774\uc5d0 \uae30\ubc18\ud558\uc5ec \ud589\ub3d9\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774 \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e4\uc74c\uc758 \uc138 \uac00\uc9c0 \ud575\uc2ec \uae30\uc220\uc744 \uc735\ud569\ud558\uc5ec \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n