{"id":40009,"date":"2024-11-02T10:20:41","date_gmt":"2024-11-02T10:20:41","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=40009"},"modified":"2024-11-26T06:40:21","modified_gmt":"2024-11-26T06:40:21","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%99%9c%ec%9a%a9-hugging-face%ec%9d%98-vision-transformers%ec%99%80-%ea%b4%80%eb%a0%a8-%eb%aa%a8%eb%8d%b8%eb%93%a4","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40009\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, Hugging Face\uc758 Vision Transformers\uc640 \uad00\ub828 \ubaa8\ub378\ub4e4"},"content":{"rendered":"<div>\n<p>\n        \ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \ub9ce\uc740 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uae09\uc18d\ub3c4\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uadf8 \uc601\ud5a5\ub825\uc740 \uc810\uc810 \ub354 \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 Vision Transformers\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. Hugging Face\ub294 \uc774\ub7ec\ud55c \ucd5c\uc2e0 \uc5f0\uad6c \uacb0\uacfc\ub97c \uc2e0\uc18d\ud558\uac8c \uc815\ub9ac\ud558\uace0, \uc0ac\uc6a9\uc790\uac00 \uc27d\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 Vision Transformers\uc758 \uac1c\ub150\uacfc Hugging Face\uc758 \uad00\ub828 \ubaa8\ub378\ub4e4, \uadf8\ub9ac\uace0 \uc774\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>Vision Transformers (ViT)\ub780?<\/h2>\n<p>\n        Vision Transformer(ViT)\ub294 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \ub3c4\uc785\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c, \uae30\uc874\uc758 Convolutional Neural Networks(CNNs)\uc640\ub294 \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uc744 \ucde8\ud569\ub2c8\ub2e4. ViT\ub294 \uc774\ubbf8\uc9c0\ub97c \ud328\uce58(patch)\ub85c \ub098\ub208 \ud6c4, \uc774\ub97c \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud558\uc5ec Transformer \uc544\ud0a4\ud14d\ucc98\ub97c \ud1b5\ud574 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc77c\uc73c\ud0a8 Transformer \ubaa8\ub378\uc758 \uc544\uc774\ub514\uc5b4\ub97c \ud1b5\ud574 \ubc1c\uc804\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<p>\n        ViT\ub294 \uc774\ubbf8\uc9c0\uc758 \uacf5\uac04\uc801 \uc815\ubcf4\ub97c \ud328\uce58 \ud615\ud0dc\ub85c \ud45c\ud604\ud558\ubbc0\ub85c, \uc804\ud1b5\uc801\uc778 CNN\uc774 \uc218\ud589\ud558\ub294 \uc9c0\uc5ed\uc801 \uc815\ubcf4 \ucd94\ucd9c\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0, \uc804\uc5ed\uc801\uc778 \ub9e5\ub77d\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc804 \ud559\uc2b5\ub41c ViT \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \ube44\uc804 \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>Hugging Face\uc640 AI \ubaa8\ub378<\/h2>\n<p>\n        Hugging Face\ub294 \uba38\uc2e0\ub7ec\ub2dd \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ub9e4\uc6b0 \uc778\uae30 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \uc27d\uac8c AI \ubaa8\ub378\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uace0 \uc2e4\ud5d8\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc5f0\uad6c\uc790\ubd80\ud130 \uac1c\ubc1c\uc790\uae4c\uc9c0 \ubaa8\ub4e0 \uc0ac\uc6a9\uc790\uac00 \ud544\uc694\ud55c \ubaa8\ub378\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc190\uc27d\uac8c \uac80\uc0c9\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. Hugging Face\uc758 &#8216;Transformers&#8217; \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ud2b9\ud788 NLP \ubaa8\ub378\ub85c \uc720\uba85\ud558\uc9c0\ub9cc, Vision Transformers\uc640 \uac19\uc740 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\ub3c4 \ud3ec\uad04\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h3>Hugging Face\uc758 Vision Transformers<\/h3>\n<p>\n        Hugging Face\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c Vision Transformers \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ubaa8\ub378\ub4e4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:\n    <\/p>\n<ul>\n<li><strong>ViT<\/strong>: \uae30\ubcf8\uc801\uc778 Vision Transformer \ubaa8\ub378\ub85c, \uc774\ubbf8\uc9c0\ub97c \ud328\uce58\ub85c \ub098\ub204\uc5b4 Transformer\uc5d0 \uc785\ub825\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>DeiT (Data-efficient image Transformers)<\/strong>: \uc791\uc740 \ub370\uc774\ud130\uc14b\uc73c\ub85c\ub3c4 \ud6a8\uc728\uc801\uc73c\ub85c \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c ViT \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>Swin Transformer<\/strong>: \uc774\ubbf8\uc9c0\uc758 \uacc4\uce35\uc801 \ud45c\ud604\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 Transformer \ubaa8\ub378\ub85c, \ub2e4\uc591\ud55c \uc2a4\ucf00\uc77c\uc758 \ud328\uce58\ub97c \uc774\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>CvT (Convolutional Vision Transformer)<\/strong>: CNN\uacfc Transformer\uc758 \uc7a5\uc810\uc744 \uacb0\ud569\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud55c \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>BEiT (BERT Pre-Training of Image Transformers)<\/strong>: \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ube44\uc804 \uc791\uc5c5\uc5d0 \ub300\ud574 BERT\uc640 \uac19\uc740 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc0ac\uc804 \ud559\uc2b5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>Vision Transformers\uc758 \uc7a5\uc810<\/h2>\n<p>\n        Vision Transformers\ub294 \uae30\uc874 CNN\uacfc \ube44\uad50\ud560 \ub54c \uc5ec\ub7ec \uac00\uc9c0 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc744 \ub54c \ub354\uc6b1 \ube5b\uc744 \ubc1c\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 ViT\uc758 \uc8fc\uc694 \uc7a5\uc810\uc785\ub2c8\ub2e4:\n    <\/p>\n<ul>\n<li><strong>\uc804\uc5ed\uc801 \ub9e5\ub77d \uc774\ud574<\/strong>: \ud328\uce58 \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ub0b4\uc758 \uc804\uccb4\uc801\uc778 \uad00\uacc4\ub97c \uc798 \uc774\ud574\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub378\uc758 \uc720\uc5f0\uc131<\/strong>: \ub2e4\uc591\ud55c \ube44\uc804 \uc791\uc5c5\uc5d0 \uc27d\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0ac\uc804 \ud559\uc2b5\uc758 \ud6a8\uc728\uc131<\/strong>: \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \uc804\uc774 \ud559\uc2b5\uc744 \ud1b5\ud574 \ub354 \uc801\uc740 \ub370\uc774\ud130\ub85c \ub192\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub4c8\uc131<\/strong>: \ub2e4\uc591\ud55c \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc5b4 \uc190\uc26c\uc6b4 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/h2>\n<p>\n        Vision Transformers\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958, \uac1d\uccb4 \ud0d0\uc9c0, \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ub4f1 \ub2e4\uc591\ud55c \ube44\uc804 \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc774 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4:\n    <\/p>\n<ul>\n<li><strong>\uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d<\/strong>: CT \uc2a4\uce94, MRI \uc774\ubbf8\uc9c0 \ubd84\uc11d \ub4f1\uc5d0 ViT\ub97c \ud65c\uc6a9\ud574 \ubcd1\ubcc0\uc744 \uc790\ub3d9\uc73c\ub85c \ud0d0\uc9c0\ud558\ub294 \uc5f0\uad6c\uac00 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\uc728\uc8fc\ud589\ucc28<\/strong>: \ub3c4\ub85c\uc758 \ubcf5\uc7a1\ud55c \uc0c1\ud669\uc744 \uc778\uc2dd\ud558\uace0 \ub2e4\uc591\ud55c \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud558\uae30 \uc704\ud574 Vision Transformers\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubcf4\uc548 \uc2dc\uc2a4\ud15c<\/strong>: CCTV \uc601\uc0c1 \ubd84\uc11d\uc5d0 ViT \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec \ubd88\ubc95 \ud589\ub3d9\uc744 \ud0d0\uc9c0\ud558\ub294 \uc2dc\uc2a4\ud15c\uc774 \uac1c\ubc1c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uacf5\uac1c \ub370\uc774\ud130\uc14b \ubc0f \ub9ac\uc18c\uc2a4<\/h2>\n<p>\n        Vision Transformers\ub97c \uc801\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc801\uc808\ud55c \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Hugging Face\ub294 \ub2e4\uc591\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud558\uc5ec \uc5f0\uad6c\uc790\ub4e4\uc774 \uc27d\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc720\uc6a9\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4:\n    <\/p>\n<ul>\n<li><strong>ImageNet<\/strong>: \ub300\uaddc\ubaa8 \uc774\ubbf8\uc9c0 \ubd84\ub958 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \ub2e4\uc591\ud55c \ud074\ub798\uc2a4\uc758 \uc774\ubbf8\uc9c0\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. ViT \ubaa8\ub378\uc758 \uc0ac\uc804 \ud559\uc2b5\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>CIFAR-10\/CIFAR-100<\/strong>: \uc791\uc740 \ud06c\uae30\uc758 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ube44\uad50\ud560 \ub54c \uc790\uc8fc \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>COCO (Common Objects in Context)<\/strong>: \uac1d\uccb4 \ud0d0\uc9c0 \ubc0f \ubd84\ud560 \uacfc\uc81c\ub97c \uc704\ud55c \ub370\uc774\ud130\uc14b\uc73c\ub85c, \ud32c\uc2dc \uae30\uacc4\ud559\uc2b5 \ub300\ud68c \ub4f1\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>Open Images<\/strong>: \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc774\ubbf8\uc9c0\uc640 \ub808\uc774\ube14\uc774 \ud3ec\ud568\ub41c \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc774\ubbf8\uc9c0 \uc778\uc2dd\uacfc \uac1d\uccb4 \ud0d0\uc9c0 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>Hugging Face\ub97c \ud1b5\ud55c \ubaa8\ub378 \uad6c\ud604<\/h2>\n<p>\n        Hugging Face\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc81c\uacf5\ud558\uc5ec Vision Transformers \ubaa8\ub378\uc744 \uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc744 \ud1b5\ud574 \ubaa8\ub378\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<ol>\n<li><strong>\ud658\uacbd \uc124\uc815<\/strong>: Python \ud658\uacbd\uc744 \uc124\uc815\ud558\uace0 \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub378 \ubd88\ub7ec\uc624\uae30<\/strong>: Hugging Face\uc758 Transformers \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6d0\ud558\ub294 Vision Transformer \ubaa8\ub378\uc744 \ubd88\ub7ec\uc635\ub2c8\ub2e4.<\/li>\n<li><strong>\ub370\uc774\ud130 \uc900\ube44<\/strong>: \uc0ac\uc6a9\ud560 \ub370\uc774\ud130\uc14b\uc744 \ubd88\ub7ec\uc624\uace0, \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \ud1b5\ud574 \ubaa8\ub378\uc5d0 \ub9de\ucdb0 \ub370\uc774\ud130\ub97c \uc900\ube44\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub378 \ud559\uc2b5<\/strong>: \uc900\ube44\ub41c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>\uacb0\ub860<\/h2>\n<p>\n        Vision Transformers\ub294 \ud604\ub300 AI \ube44\uc804 \uc791\uc5c5\uc5d0\uc11c\uc758 \uc0c8\ub86d\uace0 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. Hugging Face\ub294 \uc774\ub7ec\ud55c Vision Transformers\ub97c \uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \ubaa8\ub378\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec AI \uc5f0\uad6c \ubc0f \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \ub354\uc6b1 \uc2a4\ub9c8\ud2b8\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.\n    <\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \ub9ce\uc740 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uae09\uc18d\ub3c4\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uadf8 \uc601\ud5a5\ub825\uc740 \uc810\uc810 \ub354 \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 Vision Transformers\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. Hugging Face\ub294 \uc774\ub7ec\ud55c \ucd5c\uc2e0 \uc5f0\uad6c \uacb0\uacfc\ub97c \uc2e0\uc18d\ud558\uac8c \uc815\ub9ac\ud558\uace0, \uc0ac\uc6a9\uc790\uac00 \uc27d\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 Vision Transformers\uc758 \uac1c\ub150\uacfc Hugging Face\uc758 \uad00\ub828 \ubaa8\ub378\ub4e4, \uadf8\ub9ac\uace0 \uc774\ub97c &hellip; <a href=\"https:\/\/atmokpo.com\/w\/40009\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, Hugging Face\uc758 Vision Transformers\uc640 \uad00\ub828 \ubaa8\ub378\ub4e4&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[205],"tags":[],"class_list":["post-40009","post","type-post","status-publish","format-standard","hentry","category-205"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, Hugging Face\uc758 Vision Transformers\uc640 \uad00\ub828 \ubaa8\ub378\ub4e4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/40009\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, Hugging Face\uc758 Vision Transformers\uc640 \uad00\ub828 \ubaa8\ub378\ub4e4 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \ub9ce\uc740 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uae09\uc18d\ub3c4\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uadf8 \uc601\ud5a5\ub825\uc740 \uc810\uc810 \ub354 \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 Vision Transformers\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. 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