{"id":48838,"date":"2026-02-20T09:29:07","date_gmt":"2026-02-20T09:29:07","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/vision-transformers-market-mordor\/"},"modified":"2026-09-11T14:46:06","modified_gmt":"2026-09-11T05:46:06","slug":"vision-transformers-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/vision-transformers-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2025-2030)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/vision-transformers-market-1753233821014-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/vision-transformers-market-size-image-1753971077554.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \uc11c\ub860<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \uc5f0\uad6c \uac00\uc815 \ubc0f \uc2dc\uc7a5 \uc815\uc758<\/li>\n<li class=\"toc-level-2\">1.2 \uc5f0\uad6c \ubc94\uc704<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">3. \uc694\uc57d<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">4. \uc2dc\uc7a5 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \uc2dc\uc7a5 \uac1c\uc694<\/li>\n<li class=\"toc-level-2\">4.2 \uc2dc\uc7a5 \ub3d9\uc778\n<ul>\n<li class=\"toc-level-3\">4.2.1 \uc774\ubbf8\uc9c0 \uc911\uc2ec AI \uc791\uc5c5\uc758 \uc8fc\ub958 \ucc44\ud0dd<\/li>\n<li class=\"toc-level-3\">4.2.2 \uace0\uae09 GPU\/TPU \ubc0f \uc5e3\uc9c0 AI \uce69\uc758 \ud655\uc0b0<\/li>\n<li class=\"toc-level-3\">4.2.3 \uc790\uc728 \uc2dc\uc2a4\ud15c\uc758 \uc2e4\uc2dc\uac04 \uc778\uc9c0 \ud544\uc694\uc131<\/li>\n<li class=\"toc-level-3\">4.2.4 \ub2e4\uc911 \ubaa8\ub2ec \ube44\uc804-\uc5b8\uc5b4 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2a4\ud0dd\uc758 \ubd80\uc0c1<\/li>\n<li class=\"toc-level-3\">4.2.5 \uc5e3\uc9c0 \uc9c0\ud5a5 \ud76c\uc18c\uc131 \ubc0f \uc591\uc790\ud654 \ud601\uc2e0<\/li>\n<li class=\"toc-level-3\">4.2.6 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\ub294 \uc624\ud508 \uc18c\uc2a4 \uae30\ubc18 ViT \ubaa8\ub378<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \uc2dc\uc7a5 \uc81c\uc57d\n<ul>\n<li class=\"toc-level-3\">4.3.1 \ub192\uc740 \ucef4\ud4e8\ud305 \ube44\uc6a9 \ubc0f \uc804\ub825 \uc18c\ubaa8<\/li>\n<li class=\"toc-level-3\">4.3.2 \ub370\uc774\ud130 \uc9d1\uc57d\uc801\uc778 \uc0ac\uc804 \ud559\uc2b5 \uc694\uad6c \uc0ac\ud56d<\/li>\n<li class=\"toc-level-3\">4.3.3 \uc5b4\ud150\uc158 \uac00\uc18d IP \ud2b9\ud5c8 \ub09c\ub9bd<\/li>\n<li class=\"toc-level-3\">4.3.4 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ud658\uac01\uc73c\ub85c \uc778\ud55c \uaddc\uc81c\/\ubcf4\uc548 \uc704\ud5d8<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.5 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.6 \uaddc\uc81c \ud658\uacbd<\/li>\n<li class=\"toc-level-2\">4.7 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.7.1 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.2 \uacf5\uae09\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.3 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58)<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \uad6c\uc131 \uc694\uc18c\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ud558\ub4dc\uc6e8\uc5b4<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc18c\ud504\ud2b8\uc6e8\uc5b4<\/li>\n<li class=\"toc-level-3\">5.1.3 \uc11c\ube44\uc2a4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \uc774\ubbf8\uc9c0 \ubd84\ub958<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc774\ubbf8\uc9c0 \ucea1\uc154\ub2dd<\/li>\n<li class=\"toc-level-3\">5.2.3 \uc774\ubbf8\uc9c0 \ubd84\ud560<\/li>\n<li class=\"toc-level-3\">5.2.4 \uac1d\uccb4 \uac10\uc9c0<\/li>\n<li class=\"toc-level-3\">5.2.5 \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ubc30\ud3ec \ubaa8\ub4dc\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<li class=\"toc-level-3\">5.3.2 \uc628\ud504\ub808\ubbf8\uc2a4<\/li>\n<li class=\"toc-level-3\">5.3.3 \uc5e3\uc9c0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.4.2 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc790\ub3d9\ucc28<\/li>\n<li class=\"toc-level-3\">5.4.4 \uc815\ubd80 \ubc0f \uad6d\ubc29<\/li>\n<li class=\"toc-level-3\">5.4.5 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/li>\n<li class=\"toc-level-3\">5.4.6 \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ubd81\ubbf8<\/li>\n<li class=\"toc-level-4\">5.5.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \uba55\uc2dc\ucf54<\/li>\n<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8<\/li>\n<li class=\"toc-level-4\">5.5.2.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd<\/li>\n<li class=\"toc-level-4\">5.5.3.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \ub7ec\uc2dc\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\n<li class=\"toc-level-4\">5.5.4.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \ud638\uc8fc<\/li>\n<li class=\"toc-level-4\">5.5.4.6 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-4\">5.5.5.1 \uc911\ub3d9<\/li>\n<li class=\"toc-level-5\">5.5.5.1.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-5\">5.5.5.1.3 \uc911\ub3d9 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-5\">5.5.5.2.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-5\">5.5.5.2.2 \uc774\uc9d1\ud2b8<\/li>\n<li class=\"toc-level-5\">5.5.5.2.3 \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">6.4 \uae30\uc5c5 \ud504\ub85c\ud544 (\uae00\ub85c\ubc8c \uc218\uc900 \uac1c\uc694, \uc2dc\uc7a5 \uc218\uc900 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc7ac\ubb34 \uc815\ubcf4(\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uacbd\uc6b0), \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)\n<ul>\n<li class=\"toc-level-3\">6.4.1 NVIDIA Corporation<\/li>\n<li class=\"toc-level-3\">6.4.2 Google LLC (Alphabet)<\/li>\n<li class=\"toc-level-3\">6.4.3 Microsoft Corporation<\/li>\n<li class=\"toc-level-3\">6.4.4 Meta Platforms Inc.<\/li>\n<li class=\"toc-level-3\">6.4.5 Amazon Web Services Inc.<\/li>\n<li class=\"toc-level-3\">6.4.6 Intel Corporation<\/li>\n<li class=\"toc-level-3\">6.4.7 Advanced Micro Devices (AMD)<\/li>\n<li class=\"toc-level-3\">6.4.8 Graphcore Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.9 Qualcomm Technologies Inc.<\/li>\n<li class=\"toc-level-3\">6.4.10 Samsung Electronics Co.<\/li>\n<li class=\"toc-level-3\">6.4.11 Huawei Technologies Co.<\/li>\n<li class=\"toc-level-3\">6.4.12 IBM Corporation<\/li>\n<li class=\"toc-level-3\">6.4.13 Baidu Inc.<\/li>\n<li class=\"toc-level-3\">6.4.14 Tencent Holdings Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.15 Alibaba Group Holding Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.16 ARM Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.17 Apple Inc.<\/li>\n<li class=\"toc-level-3\">6.4.18 Synopsys Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 Xilinx (AMD Adaptive Computing)<\/li>\n<li class=\"toc-level-3\">6.4.20 BrainChip Holdings Ltd.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. \uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc608\uce21 (2025-2030)<\/p>\n<p>Mordor Intelligence \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38(Vision Transformers, ViT) \uc2dc\uc7a5\uc740 2025\ub144 0.37\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2030\ub144 1.58\uc5b5 \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 33.67%\ub97c \uae30\ub85d\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 5\ub144\uac04 327%\uc758 \uac00\uce58 \uc0c1\uc2b9\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae09\uaca9\ud55c \uc131\uc7a5\uc740 \uc804\uc5ed \uc774\ubbf8\uc9c0 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ud3ec\ucc29\ud558\uace0 \uae30\uc874 CNN(Convolutional Neural Network) \ubaa8\ub378\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ub2a5\uac00\ud558\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98\uc5d0 \uc758\ud574 \uc8fc\ub3c4\ub429\ub2c8\ub2e4. \uace0\ud574\uc0c1\ub3c4 \uc2dc\uac01 \uc778\uc2dd\uc5d0 \ub300\ud55c \uae30\uc5c5 \uc218\uc694 \uc99d\uac00, NVIDIA H100\/H200 GPU \ucd9c\uc2dc, \uadf8\ub9ac\uace0 \uc131\uc219\ud574\uc9c0\ub294 \uc5e3\uc9c0 \ucd94\ub860 \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uc2dc\uc7a5 \ubaa8\uba58\ud140\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \uc6b0\uc704\ub294 \ucd5c\uc801\ud654\ub41c \uc140\ud504 \uc5b4\ud150\uc158 \uac00\uc18d\uae30, \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378 \ucd9c\uc2dc, \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc804\ub7b5\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0, \ucca8\ub2e8 \ud328\ud0a4\uc9d5 \ubc0f \uace0\ub300\uc5ed\ud3ed \uba54\ubaa8\ub9ac(HBM) \uad00\ub828 \uacf5\uae09\ub9dd \uc555\ub825\uc740 \ub2e8\uae30\uc801\uc778 \uc81c\uc57d \uc694\uc778\uc774\uc9c0\ub9cc, \ud55c\uad6d\uacfc \ub300\ub9cc\uc758 \uc0dd\uc0b0 \ub2a5\ub825 \uc99d\ub300\ub85c \uac00\uaca9 \uc644\ud654\uac00 \uc608\uc0c1\ub429\ub2c8\ub2e4. \ubd81\ubbf8, \uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8 \uc815\ubd80\uc758 AI \uc608\uc0b0 \ud655\ub300\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 R&#038;D \ud22c\uc790\ub97c \uc99d\ud3ed\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \uc2e4\uc81c \ubc30\ud3ec\uc5d0 \ub300\ud55c \uaddc\uc81c \uba85\ud655\uc131\uc740 \uae30\uc5c5\uc758 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># \uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>*   \uad6c\uc131 \uc694\uc18c\ubcc4: 2024\ub144 \ud558\ub4dc\uc6e8\uc5b4\uac00 55.34%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud588\uc73c\uba70, \uc5e3\uc9c0 AI \uce69\uc14b\uc740 2030\ub144\uae4c\uc9c0 33.73%\uc758 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: 2024\ub144 \uc774\ubbf8\uc9c0 \ubd84\ub958\uac00 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 46.98%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc774\ubbf8\uc9c0 \ucea1\uc154\ub2dd\uc740 2030\ub144\uae4c\uc9c0 33.87%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: 2024\ub144 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc774 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \uaddc\ubaa8\uc758 65.74%\ub97c \uc810\uc720\ud588\uc73c\uba70, \uc5e3\uc9c0 \ubc30\ud3ec\ub294 33.79%\uc758 CAGR\ub85c \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4: 2024\ub144 \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559\uc774 28.41%\uc758 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc815\ubd80 \ubc0f \uad6d\ubc29 \ubd80\ubb38\uc740 2030\ub144\uae4c\uc9c0 33.94%\ub85c \uac00\uc7a5 \ube60\ub978 CAGR\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: 2024\ub144 \ubd81\ubbf8\uac00 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5\uc758 38.34%\ub97c \ucc28\uc9c0\ud588\uc9c0\ub9cc, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2030\ub144\uae4c\uc9c0 34.17%\ub85c \uac00\uc7a5 \ub192\uc740 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p># \uae00\ub85c\ubc8c \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5 \ub3d9\uc778:<\/p>\n<p>1.  \uc774\ubbf8\uc9c0 \uc911\uc2ec AI \uc791\uc5c5\uc758 \uc8fc\ub958 \ucc44\ud0dd: \uae30\uc5c5\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc2dc\uac01 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0\uc11c \uc0c1\ub2f9\ud55c \uc815\ud655\ub3c4 \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud558\uba70, \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \ub3c4\uc785\uc774 \uc5f0\uad6c\uc2e4\uc744 \ub118\uc5b4 \ud655\uc0b0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubcd1\ub9ac\ud559 \uc13c\ud130\uc5d0\uc11c\ub294 6\uc5b5 3,200\ub9cc \uac1c \ub9e4\uac1c\ubcc0\uc218 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uc5ec \ub2e4\uc911 \ud074\ub798\uc2a4 \uc554 \uc9c4\ub2e8\uc5d0\uc11c 94.11%\uc758 \uc9c4\ub2e8 \ubbfc\uac10\ub3c4\ub97c \ub2ec\uc131\ud558\uace0 \uc788\uc73c\uba70, \uc81c\uc870\uc5c5\uccb4\ub294 CNN\uc774 \ub193\uce58\uae30 \uc26c\uc6b4 \ubbf8\uc138\ud55c \ud45c\uba74 \uacb0\ud568\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0b4 \uc218\ub3d9 \uac80\uc0ac \uc2dc\uac04\uc744 38% \ub2e8\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735 \ubc31\uc624\ud53c\uc2a4 \ud300\uc740 ViT \uae30\ubc18 \ubb38\uc11c \ud30c\uc2f1\uc744 \ud1b5\ud574 98%\uc758 \ud544\ub4dc \uc218\uc900 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud558\uc5ec \uc885\uc774 \uae30\ubc18 \uc624\ub958\ub97c \uc904\uc774\uace0 \uc1a1\uc7a5 \uc870\uc815\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\ub2a5 \ud5a5\uc0c1\uc740 \ucd5c\uace0 \uae30\uc220 \ucc45\uc784\uc790(CTO)\ub4e4\uc774 \uc2dc\uac01\uc801 \uc791\uc5c5\uc744 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubc31\ubcf8\uc73c\ub85c \uc804\ud658\ud558\ub3c4\ub85d \uc720\ub3c4\ud558\uba70 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n2.  \ucca8\ub2e8 GPU, TPU \ubc0f \uc5e3\uc9c0 AI \uce69\uc758 \ud655\uc0b0: \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc640 \uc2dc\uc2a4\ud15c \uc628 \uce69(SoC) \uc124\uacc4\uc790\ub4e4\uc774 \uc0c8\ub85c\uc6b4 \uba54\ubaa8\ub9ac \ub300\uc5ed\ud3ed\uacfc \ucef4\ud4e8\ud305 \ubc00\ub3c4\ub97c \ud655\ubcf4\ud568\uc5d0 \ub530\ub77c \ud558\ub4dc\uc6e8\uc5b4 \uc8fc\uae30\uac00 \ub2e8\ucd95\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. NVIDIA H200 \ubcf4\ub4dc\ub294 \uc57d 3\ub9cc \ub2ec\ub7ec\uc5d0 4.8 TB\/s\uc758 \ucc98\ub9ac\ub7c9\uc744 \uc81c\uacf5\ud558\uc5ec 700\uc5b5 \uac1c \ub9e4\uac1c\ubcc0\uc218 ViT\ub97c 30% \ub354 \uc801\uc740 \uc5d0\ud3ec\ud06c\ub85c \ud6c8\ub828\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 Microsoft\uc758 Florence-2 \ucd94\ub860 \uc2a4\ud0dd\uc740 Raspberry Pi\uae09 \uc7a5\uce58\uc5d0\uc11c 15W \uc5e3\uc9c0 \uc791\ub3d9\uc744 \uc2dc\uc5f0\ud558\uc5ec \ub9ac\uc18c\uc2a4 \uc81c\uc57d\uc774 \uc788\ub294 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub85c \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uad00\ub828\uc131\uc744 \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uace0\ub300\uc5ed\ud3ed \uba54\ubaa8\ub9ac(HBM) \ubd80\uc871\uc740 \uc5ec\uc804\ud788 \ubcd1\ubaa9 \ud604\uc0c1\uc774\uc9c0\ub9cc, \uc77c\ubcf8\uacfc \ud55c\uad6d\uc758 \uc0c8\ub85c\uc6b4 \ubaa8\ub4c8 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc774 \uaddc\ubaa8\ub97c \ud655\uc7a5\ud558\uba74\uc11c \uc644\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n3.  \uc790\uc728 \uc2dc\uc2a4\ud15c\uc758 \uc2e4\uc2dc\uac04 \uc778\uc2dd \uc694\uad6c: Tesla\ubd80\ud130 \uc720\ub7fd \ud2b8\ub7ed \ud50c\ub798\ud22c\ub2dd \ucee8\uc18c\uc2dc\uc5c4\uc5d0 \uc774\ub974\ub294 \uc790\uc728 \uc8fc\ud589 \ud504\ub85c\uadf8\ub7a8\uc740 \uacc4\uc0b0 \ube44\uc6a9\uc744 90% \uc808\uac10\ud558\uba74\uc11c\ub3c4 \ucee8\ud14d\uc2a4\ud2b8 \uc815\ud655\ub3c4\ub97c \uc720\uc9c0\ud558\ub294 \uacbd\ub7c9 ViT \uae30\ubc18\uc758 \uce74\uba54\ub77c \uc804\uc6a9 \uc778\uc2dd\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \uad6d\ubc29 \ubd84\uc57c\uc5d0\uc11c\ub294 FPGA \uac00\uc18d ViT\uac00 \ud569\uc131 \uac1c\uad6c \ub808\uc774\ub354(SAR) \ud53c\ub4dc\uc5d0\uc11c \ucd08\uace0\uc18d \ubaa9\ud45c\ubb3c \uc778\uc2dd\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ud574\uc0c1 \ucd08\uacc4\uae30\uac00 \ud63c\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c \uc804\ud22c\ud568\uacfc \ubbfc\uac04 \uc120\ubc15\uc744 \uad6c\ubcc4\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud55c \uc2dc\ub098\ub9ac\uc624\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ub85c\uc9c1\uc744 \uc5c4\uaca9\ud55c \uc804\ub825 \uc608\uc0b0 \ub0b4\ub85c \uc555\ucd95\ud558\ub294 \ud76c\uc18c \uc5b4\ud150\uc158 \ube14\ub85d\uacfc \ud63c\ud569 \uc815\ubc00\ub3c4 \uc5f0\uc0b0\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uac15\uc870\ud569\ub2c8\ub2e4.<br \/>\n4.  \ub2e4\uc911 \ubaa8\ub2ec \ube44\uc804-\uc5b8\uc5b4 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2a4\ud0dd\uc758 \ubd80\uc0c1: \uac1c\ubc1c\uc790\ub4e4\uc740 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc640 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc735\ud569\ud558\uc5ec \ub354 \ud48d\ubd80\ud55c \uad50\ucc28 \ub3c4\uba54\uc778 \ucd94\ub860\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Microsoft\uc758 42\uc5b5 \uac1c \ub9e4\uac1c\ubcc0\uc218 Phi-3 Vision\uc740 \ub2e4\uc911 \ubaa8\ub2ec \uae30\ub2a5\uc744 \uc5e3\uc9c0 \ubc30\ud3ec \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \uc555\ucd95\ud558\uba70, NVIDIA\uc758 VILA \uc544\ud0a4\ud14d\ucc98\ub294 ViT \uc778\ucf54\ub354\uc640 \uc591\uc790\ud654\ub41c \uc5b8\uc5b4 \ub514\ucf54\ub354\ub97c \uacb0\ud569\ud558\uc5ec \ube44\ub514\uc624 Q&#038;A\uc5d0\uc11c \ub354 \ud070 \uae30\uc900 \ubaa8\ub378\uc744 \ub2a5\uac00\ud558\ub294 \uc131\ub2a5\uc744 \ubcf4\uc785\ub2c8\ub2e4. \uc774\ubbf8\uc9c0-\ud14d\uc2a4\ud2b8 \uc815\ub82c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc804\uc790\uc0c1\uac70\ub798 \uac80\uc0c9 \uc5d4\uc9c4\uc740 \uc1fc\ud551\uac1d\uc774 \ub354 \uad00\ub828\uc131 \ub192\uc740 \uc2dc\uac01\uc801 \uc77c\uce58\ub97c \ubc1b\uc73c\uba74\uc11c \ud074\ub9ad\ub960\uc774 4.95% \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \ub2e4\uc911 \ubaa8\ub2ec\uc758 \ud655\uc0b0\uc740 \uace0\uac1d \uc11c\ube44\uc2a4, \ub85c\ubd07 \uacf5\ud559, \ucf58\ud150\uce20 \uc870\uc815 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uba70 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5\uc758 \uc7a0\uc7ac\uc801 \uae30\ubc18\uc744 \ub113\ud788\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n5.  \uc5e3\uc9c0 \uc9c0\ud5a5 \ud76c\uc18c\uc131 \ubc0f \uc591\uc790\ud654 \ud601\uc2e0: \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c\uc758 \ud6a8\uc728\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c \ud76c\uc18c\uc131(sparsity) \ubc0f \uc591\uc790\ud654(quantization) \uae30\uc220\uc758 \ubc1c\uc804\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n6.  \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 ViT \ubaa8\ub378\uc758 \uc7a5\ubcbd \uc644\ud654: \uc624\ud508\uc18c\uc2a4 \uae30\ubc18\uc758 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378 \ucd9c\uc2dc\uac00 \uc2dc\uc7a5 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uac1c\ubc1c\ub3c4\uc0c1\uad6d\uc5d0\uc11c \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778:<\/p>\n<p>1.  \ub192\uc740 \ucef4\ud4e8\ud305 \ube44\uc6a9 \ubc0f \uc804\ub825 \uc18c\ube44: \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 H100 GPU \ub178\ub4dc\uc758 \uc2dc\uac04\ub2f9 \uac00\uaca9\uc740 2.80\ub2ec\ub7ec\uc5d0\uc11c 10.00\ub2ec\ub7ec \uc0ac\uc774\ub85c, \uc18c\uaddc\ubaa8 \uae30\uc5c5\uc5d0\uac8c\ub294 \uc2e4\ud5d8\uc774 \ubd80\ub2f4\uc2a4\ub7ec\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, 700\uc5b5 \uac1c \ub9e4\uac1c\ubcc0\uc218 ViT\ub294 \ub2e8\uc77c \ub2e4\uc911 \uc5d0\ud3ec\ud06c \ud6c8\ub828 \uc2e4\ud589 \ub3d9\uc548 1.2 MWh\uc758 \uc804\ub825\uc744 \uc18c\ube44\ud558\uc5ec \uc7ac\uc0dd \uc5d0\ub108\uc9c0 \uc0c1\uc1c4\uac00 \ubd80\uc871\ud55c \uc2dc\uc124\uc5d0 \ubd80\ub2f4\uc744 \uc90d\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ud6c8\ub828\ud558\uace0 \uc591\uc790\ud654\ub41c INT4 \uac00\uc911\uce58\ub97c \uc5e3\uc9c0 \uac00\uc18d\uae30\ub85c \ub0b4\ubcf4\ub0b4\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud1b5\ud574 \ube44\uc6a9\uc744 \uc644\ud654\ud558\uace0 \uc788\uc9c0\ub9cc, \uba54\ubaa8\ub9ac \ud480\ub9c1 \ubc0f \uad6c\uc870\ud654\ub41c \ud76c\uc18c\uc131 \uae30\uc220\uc758 \ucc44\ud0dd\uc740 \uc544\uc9c1 \uace0\ub974\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<br \/>\n2.  \ub370\uc774\ud130 \uc9d1\uc57d\uc801\uc778 \uc0ac\uc804 \ud6c8\ub828 \uc694\uad6c \uc0ac\ud56d: \uae30\ubcf8 ViT\ub294 \uc77c\ubc18\ud654\ub97c \uc704\ud574 \uc218\ubc31\ub9cc \uac1c\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc774\ubbf8\uc9c0\ub97c \uc694\uad6c\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \uc774\ub294 \ud5ec\uc2a4\ucf00\uc5b4\uc640 \uac19\uc740 \uaddc\uc81c \uc0b0\uc5c5\uc5d0\uc11c \ud070 \uc7a5\uc560\ubb3c\uc785\ub2c8\ub2e4. Virchow \ubcd1\ub9ac\ud559 \ubaa8\ub378\uc740 0.949 AUC\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 150\ub9cc \uac1c\uc758 \uc2ac\ub77c\uc774\ub4dc\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4. \uc0b0\uc5c5 \uac80\uc0ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub3c5\uc810 \uc774\ubbf8\uc9c0\ub97c \ube44\uacf5\uac1c \uacc4\uc57d(NDA) \ud558\uc5d0 \uc678\ubd80\uc640 \uacf5\uc720\ud560 \uc218 \uc5c6\uc5b4 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \ubd80\uc871 \ud604\uc0c1\uc774 \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \ud569\uc131 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc774 \ub3c4\uc6c0\uc774 \ub418\uc9c0\ub9cc, \uacfc\uc801\ud569 \ubc0f \ud658\uac01\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \uac80\uc99d\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. EU\uc640 \uac19\uc774 \uc5c4\uaca9\ud55c \ub370\uc774\ud130 \uc8fc\uad8c \ubc95\ub960\uc744 \uac00\uc9c4 \uc9c0\uc5ed\uc740 \uad6d\uacbd\uc744 \ub118\uc5b4 \ud6c8\ub828\uc744 \uc5f0\ud569\ud560 \ub54c \ucd94\uac00\uc801\uc778 \ubcf5\uc7a1\uc131\uc5d0 \uc9c1\uba74\ud558\uc5ec \uac1c\ubc1c \uc8fc\uae30\ub97c \uae38\uac8c \ud558\uace0 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ub454\ud654\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n3.  \uc5b4\ud150\uc158 \uac00\uc18d IP \ud2b9\ud5c8 \ubc00\uc9d1: \uc5b4\ud150\uc158 \ucee4\ub110 \ubc0f \uba54\ubaa8\ub9ac \ud6a8\uc728\uc801\uc778 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uad00\ub828 \ud2b9\ud5c8 \uc18c\uc1a1\uc740 \ub77c\uc774\uc120\uc2a4 \ubcf5\uc7a1\uc131\uc744 \uc57c\uae30\ud558\uba70, \uc18c\uc218\uc758 \ub77c\uc774\uc120\uc2a4 \uc81c\uacf5\uc5c5\uccb4\uc5d0 IP\uac00 \uc9d1\uc911\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n4.  \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ud658\uac01\uc73c\ub85c \uc778\ud55c \uaddc\uc81c \ubc0f \ubcf4\uc548 \uc704\ud5d8: \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc758 &#8216;\ud658\uac01(hallucination)&#8217; \ud604\uc0c1\uc73c\ub85c \uc778\ud55c \uaddc\uc81c \ubc0f \ubcf4\uc548 \uc704\ud5d8\uc740 \ud2b9\ud788 \ubd81\ubbf8\uc640 \uc720\ub7fd\uc5d0\uc11c \uc2dc\uc7a5 \ucc44\ud0dd\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># \uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>\uad6c\uc131 \uc694\uc18c\ubcc4:<br \/>\n2024\ub144 \ub9e4\ucd9c\uc758 55.34%\ub97c \ucc28\uc9c0\ud55c \ud558\ub4dc\uc6e8\uc5b4\ub294 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5\uc758 \uae30\ubc18\uc774 \ub418\ub294 \ucef4\ud4e8\ud305 \uac00\uc6a9\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \ud50c\ub798\uadf8\uc2ed H200 GPU\ub294 141GB HBM\uacfc 4.8 TB\/s \ub300\uc5ed\ud3ed\uc744 \uc81c\uacf5\ud558\uc5ec \uc774\uc804 \ubaa8\ub378\ubcf4\ub2e4 50% \ube60\ub978 \ucd94\ub860 \uc18d\ub3c4\ub97c \uc81c\uacf5\ud558\uba70, \ub300\uaddc\ubaa8 \uc2e4\ud5d8\uc744 \ud558\ub294 \uae30\uc5c5\uc758 \ubc18\ubcf5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud569\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \ubd80\ubb38 \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc5c5\uccb4\uac00 \ucee8\ud14c\uc774\ub108\ud654\ub41c ViT \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\ub85c \uc81c\uacf5\ud558\uba74\uc11c \ud655\uc7a5\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc911\uacac \uae30\uc5c5\uc758 DevOps \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc5ec\uc90d\ub2c8\ub2e4. \uc5e3\uc9c0 AI \uce69\uc740 33.73%\uc758 CAGR\ub85c \uc131\uc7a5\uc758 \ud575\uc2ec\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ub370\uc774\ud130\uc13c\ud130\uae09 \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \ud604\uc7a5 \ubc30\ud3ec \uac00\ub2a5\ud55c \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4. Microsoft\uc758 Florence-2\ub294 60\ub2ec\ub7ec\uc9dc\ub9ac \ub2e8\uc77c \ubcf4\ub4dc \ucef4\ud4e8\ud130\uac00 \ud76c\uc18c\ud654\ub41c ViT\ub97c \ud638\uc2a4\ud305\ud558\uace0 15W \uc804\ub825 \ubc94\uc704 \ub0b4\uc5d0\uc11c 20fps \ucd94\ub860\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\ub9ac\ucf58, \ud38c\uc6e8\uc5b4 \ubc0f \ubaa8\ub378 \uc555\ucd95 \ubc29\ubc95 \uac04\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc740 \uac00\uce58\uac00 \uc218\uc9c1\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ub41c \uc2a4\ud0dd\uc73c\ub85c \uc774\ub3d9\ud558\ub294 \uad6c\uc131 \uc694\uc18c \uc0dd\ud0dc\uacc4\ub97c \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4:<br \/>\n\uc774\ubbf8\uc9c0 \ubd84\ub958\ub294 2024\ub144 \uae30\uc900 46.98%\uc758 \uc810\uc720\uc728\uc744 \uc720\uc9c0\ud588\uc73c\uba70, \uc81c\uc870, \uc18c\ub9e4, \uc758\ub8cc \uc9c4\ub2e8 \ubd84\uc57c\uc5d0\uc11c \uc804\uc5ed \ud53d\uc140 \ucee8\ud14d\uc2a4\ud2b8 \ucea1\ucc98\uc5d0 \ub300\ud55c \uc218\uc694\ub85c \uc778\ud574 \uc131\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc885\uc591\ud559 \ubd84\uc57c\uc5d0\uc11c\ub294 DepViT-CAD\uac00 11\uac00\uc9c0 \uc545\uc131 \uc885\uc591\uc5d0 \uac78\uccd0 94.11%\uc758 \ubbfc\uac10\ub3c4\ub97c \ub2ec\uc131\ud558\uba70 \uc554 \uc9c4\ub2e8\uc6a9 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \uaddc\ubaa8\ub97c \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ubbf8\uc9c0 \ucea1\uc154\ub2dd\uc740 33.87%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\uc790\uc0c1\uac70\ub798 \ud3ec\ud138\uc740 ViT-\ud14d\uc2a4\ud2b8 \ub514\ucf54\ub354\ub97c \ub0b4\uc7a5\ud558\uc5ec \uce74\ud0c8\ub85c\uadf8 \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud48d\ubd80\ud558\uac8c \ud558\uace0, \uc81c\ud488 \uac80\uc0c9 \uac00\ub2a5\uc131\uc744 \ub192\uc774\ub294 \uc790\ub3d9 \uc124\uba85\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ud55c\ud3b8, \uac1d\uccb4 \uac10\uc9c0 \ubd80\ubb38\uc740 \uad6d\ubc29 \ubc0f \uc790\uc728 \uc8fc\ud589 \ubd84\uc57c\uc5d0\uc11c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubc31\ubcf8\uc744 \ud65c\uc6a9\ud558\uc5ec \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\ud655\ub3c4\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38(Vision Transformers, ViT) \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5f0\uad6c \uac00\uc815, \uc2dc\uc7a5 \uc815\uc758 \ubc0f \uc5f0\uad6c \ubc94\uc704\ub97c \uba85\ud655\ud788 \ud558\uace0, \uc0c1\uc138\ud55c \uc5f0\uad6c \ubc29\ubc95\ub860\uc744 \ubc14\ud0d5\uc73c\ub85c \uc2dc\uc7a5 \ud604\ud669, \uc131\uc7a5 \ub3d9\ub825, \uc81c\uc57d \uc694\uc778, \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d, \uae30\uc220 \ubc0f \uaddc\uc81c \uc804\ub9dd, \uadf8\ub9ac\uace0 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\uc744 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \uc804\ub9dd \ubc0f \uc608\uce21:<\/p>\n<p>\ube44\uc804 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2dc\uc7a5\uc740 2030\ub144\uae4c\uc9c0 15\uc5b5 8\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc5d0 \ub3c4\ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, 2024\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 33.67%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p>*   \uc8fc\uc694 \uc560\ud50c\ub9ac\ucf00\uc774\uc158: 2024\ub144 \uae30\uc900 \uc774\ubbf8\uc9c0 \ubd84\ub958(Image Classification)\uac00 46.98%\uc758 \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ud5ec\uc2a4\ucf00\uc5b4, \uc81c\uc870, \uc18c\ub9e4 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc2dc\uac01 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uad11\ubc94\uc704\ud558\uac8c \ucc44\ud0dd\ub418\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<br \/>\n*   \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5 \ubc30\ud3ec \ubaa8\ub4dc: \uc5e3\uc9c0(Edge) \ubc30\ud3ec\ub294 33.79%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \ud074\ub77c\uc6b0\ub4dc\ubcf4\ub2e4 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc5e3\uc9c0 \ucd94\ub860\uc774 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc904\uc774\uace0, \ub300\uc5ed\ud3ed \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70, \ub370\uc774\ud130 \uc8fc\uad8c \uaddc\uc815 \uc900\uc218\ub97c \uc6a9\uc774\ud558\uac8c \ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uace0 \uc131\uc7a5 \uc7a0\uc7ac \uc9c0\uc5ed: \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8 \ub4f1 \uc8fc\uc694 \uad6d\uac00\uc758 \ub300\uaddc\ubaa8 \uc815\ubd80 AI \ud22c\uc790\uc5d0 \ud798\uc785\uc5b4 34.17%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5 \uc7a0\uc7ac\ub825\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \ucef4\ud4e8\ud305 \ube44\uc6a9\uc758 \uc601\ud5a5: \ub192\uc740 GPU \uac00\uaca9\uacfc \uc804\ub825 \uc18c\ube44\ub294 \uc608\uce21 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uc57d 4.7%\ud3ec\uc778\ud2b8 \uac10\uc18c\uc2dc\ud0a4\ub294 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uae30\uc5c5\ub4e4\uc740 \uc591\uc790\ud654(quantization), \ud76c\uc18c\uc131(sparsity) \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \uc804\ub7b5\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc0c8\ub85c\uc6b4 \uc2dc\uc7a5 \ubd84\uc57c: \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uad6d\ubc29 \ubd84\uc57c \uc678\uc5d0\ub3c4 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \ubd84\uc57c\uc5d0\uc11c\ub294 ViT \uae30\ubc18 \uc2dc\uac01 \uac80\uc0c9\uc744, \uc790\ub3d9\ucc28 \uc0b0\uc5c5\uc5d0\uc11c\ub294 \uce74\uba54\ub77c \uae30\ubc18 \uc790\uc728 \uc8fc\ud589 \uae30\uc220\uc744, \ubbf8\ub514\uc5b4 \uae30\uc5c5\uc5d0\uc11c\ub294 \uc790\ub3d9 \ucf58\ud150\uce20 \ucea1\uc154\ub2dd\uc744 \ud0d0\uc0c9\ud558\ub294 \ub4f1 \uc0c8\ub85c\uc6b4 \uc751\uc6a9 \ubd84\uc57c\uac00 \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5 \ub3d9\ub825 \ubc0f \uc81c\uc57d:<\/p>\n<p>*   \uc131\uc7a5 \ub3d9\ub825: \uc774\ubbf8\uc9c0 \uc911\uc2ec AI \uc791\uc5c5\uc758 \uc8fc\ub958 \ucc44\ud0dd, \uace0\uae09 GPU\/TPU \ubc0f \uc5e3\uc9c0 AI \uce69\uc758 \ud655\uc0b0, \uc790\uc728 \uc2dc\uc2a4\ud15c\uc758 \uc2e4\uc2dc\uac04 \uc778\uc2dd \uc694\uad6c \uc99d\uac00, \uba40\ud2f0\ubaa8\ub2ec \ube44\uc804-\uc5b8\uc5b4 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc2a4\ud0dd\uc758 \ubd80\uc0c1, \uc5e3\uc9c0 \uc9c0\ud5a5 \ud76c\uc18c\uc131 \ubc0f \uc591\uc790\ud654 \uae30\uc220 \ubc1c\uc804, \uc624\ud508\uc18c\uc2a4 \uae30\ubc18 ViT \ubaa8\ub378\uc758 \uc9c4\uc785 \uc7a5\ubcbd \uc644\ud654 \ub4f1\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc2dc\uc7a5 \uc81c\uc57d: \ub192\uc740 \ucef4\ud4e8\ud305 \ube44\uc6a9 \ubc0f \uc804\ub825 \uc18c\ubaa8, \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc0ac\uc804 \ud559\uc2b5 \uc694\uad6c \uc0ac\ud56d, \uc5b4\ud150\uc158 \uac00\uc18d IP \ud2b9\ud5c8 \ubb38\uc81c, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ud658\uac01(hallucinations)\uc73c\ub85c \uc778\ud55c \uaddc\uc81c \ubc0f \ubcf4\uc548 \uc704\ud5d8 \ub4f1\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc138\ubd84\ud654:<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc2dc\uc7a5\uc744 \ub2e4\uc74c\uacfc \uac19\uc774 \uc138\ubd84\ud654\ud558\uc5ec \ubd84\uc11d\ud569\ub2c8\ub2e4.<br \/>\n*   \uad6c\uc131 \uc694\uc18c\ubcc4: \ud558\ub4dc\uc6e8\uc5b4, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uc11c\ube44\uc2a4<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: \uc774\ubbf8\uc9c0 \ubd84\ub958, \uc774\ubbf8\uc9c0 \ucea1\uc154\ub2dd, \uc774\ubbf8\uc9c0 \ubd84\ud560, \uac1d\uccb4 \ud0d0\uc9c0 \ubc0f \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: \ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4, \uc5e3\uc9c0<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4: \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uc790\ub3d9\ucc28, \uc815\ubd80 \ubc0f \uad6d\ubc29, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85\uacfc\ud559, \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790<br \/>\n*   \uc9c0\uc5ed\ubcc4: \ubd81\ubbf8(\ubbf8\uad6d, \uce90\ub098\ub2e4, \uba55\uc2dc\ucf54), \ub0a8\ubbf8(\ube0c\ub77c\uc9c8, \uc544\ub974\ud5e8\ud2f0\ub098 \ub4f1), \uc720\ub7fd(\ub3c5\uc77c, \uc601\uad6d, \ud504\ub791\uc2a4, \ub7ec\uc2dc\uc544 \ub4f1), \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc911\uad6d, \uc77c\ubcf8, \uc778\ub3c4, \ud55c\uad6d, \ud638\uc8fc \ub4f1), \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74(\uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544, UAE, \ub0a8\uc544\ud504\ub9ac\uce74, \uc774\uc9d1\ud2b8 \ub4f1)<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd:<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc740 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc8fc\uc694 \uae30\uc5c5\uc73c\ub85c\ub294 NVIDIA Corporation, Google LLC, Microsoft Corporation, Meta Platforms Inc., Amazon Web Services Inc., Intel Corporation, Advanced Micro Devices (AMD), Samsung Electronics Co., Huawei Technologies Co., IBM Corporation, Baidu Inc., Tencent Holdings Ltd., Alibaba Group Holding Ltd., Apple Inc. \ub4f1\uc774 \uc0c1\uc138\ud788 \ud504\ub85c\ud30c\uc77c\ub9c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd:<\/p>\n<p>\ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uc2dc\uc7a5\uc758 \ubbf8\uac1c\ucc99 \uc601\uc5ed(white-space)\uacfc \ucda9\uc871\ub418\uc9c0 \uc54a\uc740 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \ud3c9\uac00\ub97c \ud1b5\ud574 \ubbf8\ub798 \uc2dc\uc7a5 \uae30\ud68c\uc640 \uc804\ub9dd\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-48838","post","type-post","status-publish","format-standard","hentry","category-market-reports"],"_links":{"self":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/48838"}],"collection":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/comments?post=48838"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/48838\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=48838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=48838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=48838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}