\ub4dc\ub86d\uc544\uc6c3 \uae30\ubc95: \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud574 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \ub2a5\ub825\uc744 \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n2.3 VGGNet\uacfc \ubaa8\ub378\uc758 \uae4a\uc774<\/h3>\n
VGGNet\uc740 2014\ub144\uc5d0 \ubc1c\ud45c\ub41c \ubaa8\ub378\ub85c, \ub9e4\uc6b0 \uae4a\uc740 \ub124\ud2b8\uc6cc\ud06c \uad6c\uc870\uac00 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. VGGNet\uc740 16-19\uce35\uc758
\n\uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc73c\uba70, \uc791\uc740 \ud544\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub354 \uae4a\uc740 \ub124\ud2b8\uc6cc\ud06c\ub97c \uad6c\uc131\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294
\n\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \ub2e4\uc591\ud55c \ud328\ud134\uc744 \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \uc778\uc2dd\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n
2.4 ResNet: \uc794\ucc28 \ud559\uc2b5\uc758 \ub3c4\uc785<\/h3>\n
2015\ub144, Microsoft Research\uc5d0\uc11c \ubc1c\ud45c\ud55c ResNet\uc740 ‘\uc794\ucc28 \ud559\uc2b5’\uc744 \ub3c4\uc785\ud558\uc5ec \ub525\ub7ec\ub2dd \ubaa8\ub378\uc5d0\uc11c
\n\ud559\uc2b5\uc758 \uc5b4\ub824\uc6c0\uc744 \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. \uc794\ucc28 \ud559\uc2b5\uc740 \ub354 \uae4a\uc740 \ub124\ud2b8\uc6cc\ud06c\ub97c \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\uba70,
\n\uae30\ubcf8\uc801\uc73c\ub85c \uc774\uc804 \ub808\uc774\uc5b4\uc758 \ucd9c\ub825\uc744 \ud604\uc7ac \ub808\uc774\uc5b4\uc5d0 \ub354\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c
\n\uc2dc\uc7a5 \ubcc0\ub3d9\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubc18\uc601\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n
3. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c CNN\uc758 \uc801\uc6a9<\/h2>\n
CNN\uc740 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825 \ub355\ubd84\uc5d0 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c
\n\uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. CNN\uc744 \uc0ac\uc6a9\ud55c \uc5ec\ub7ec \uc5f0\uad6c\ub4e4\uc774 \uc788\uc73c\uba70, \uadf8 \ubc29\ubc95\ub860\uacfc \uacb0\uacfc\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \uac00\uaca9 \uc608\uce21<\/h3>\n
CNN\uc740 \uc8fc\uac00 \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \ub2e4\uc74c \ub0a0\uc758 \uc8fc\uac00\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uacfc\uac70\uc758
\n\uac00\uaca9 \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \ubc1b\uc544 CNN\uc740 \ud2b9\uc815 \ud328\ud134\uc744 \uc778\uc2dd\ud558\uace0 \uc608\uce21 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74,
\nCNN\uc740 \uc804\ud1b5\uc801\uc778 \uae30\uacc4 \ud559\uc2b5 \uae30\ubc95\ubcf4\ub2e4 \ub354 \ub6f0\uc5b4\ub09c \uc608\uce21 \ub2a5\ub825\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
3.2 \uc774\ubca4\ud2b8 \uae30\ubc18 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5<\/h3>\n
\ub274\uc2a4 \uae30\uc0ac, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130\uc640 \uac19\uc740 \ube44\uc815\ud615 \ub370\uc774\ud130\uc758 \ubd84\uc11d\uc744 \ud1b5\ud574, CNN\uc740 \uc774\ubca4\ud2b8 \uae30\ubc18 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. CNN\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc640 \uacb0\ud569\ub418\uc5b4 \uc2dc\uc7a5\uc758 \ubc18\uc751\uc744 \uc608\uce21\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n
3.3 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/h3>\n
CNN\uc744 \uc774\uc6a9\ud55c \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654 \uc5f0\uad6c\uc5d0\uc11c\ub294 \uacfc\uac70\uc758 \uc790\uc0b0 \uc218\uc775\ub960 \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec
\n\uc790\uc0b0 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ud559\uc2b5\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \ucd5c\uc801\uc758 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\uc131\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. CNN\uc758 \ub6f0\uc5b4\ub09c \ud53c\uccd0
\n\ucd94\ucd9c \ub2a5\ub825\uc740 \ubcf5\uc7a1\ud55c \uc790\uc0b0 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n
4. CNN \uc544\ud0a4\ud14d\ucc98\uc758 \ubbf8\ub798<\/h2>\n
CNN \uc544\ud0a4\ud14d\ucc98\ub294 \ub0a0\ub9c8\ub2e4 \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\ub3c4 \ub9ce\uc740 \uae30\uc5ec\ub97c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.
\n\uc55e\uc73c\ub85c\uc758 \uc804\ub9dd\uacfc \uc5f0\uad6c \ubc29\ud5a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
4.1 \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc758 \ubc1c\uc804<\/h3>\n
\uc55e\uc73c\ub85c\ub294 CNN\uacfc LSTM(Long Short-Term Memory)\uacfc \uac19\uc740 \uc2dc\uacc4\uc5f4 \ubd84\uc11d \uae30\ubc95\uc744 \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc758
\n\ubc1c\uc804\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc2dc\uac04 \uc758\uc874\uc131\uc744 \uace0\ub824\ud558\uc5ec \uac00\uaca9 \ubcc0\ub3d9\uc758 \uc608\uce21\ub825\uc744 \ub192\uc77c \uac83\uc73c\ub85c
\n\uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n
4.2 \uac15\ud654 \ud559\uc2b5\uc758 \uc801\uc6a9<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. CNN\uacfc \uacb0\ud569\ub418\uc5b4
\n\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \uc801\uc6a9\ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ucd08\uae30 \ub9e4\ub9e4 \uacb0\uc815\uc744 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ud558\uba70, \ubcf4\uc0c1 \uccb4\uacc4\uc640 \ud568\uaed8
\n\uc791\ub3d9\ud558\ub3c4\ub85d \uc5f0\uad6c\uac00 \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.3 \ud574\uc11d \uac00\ub2a5\uc131\uc758 \uc911\uc694\uc131<\/h3>\n
\ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uacb0\uacfc\uac00 \uc81c\uacf5\ud558\ub354\ub77c\ub3c4, \uadf8 \ub0b4\ubd80 \uc791\ub3d9 \ubc29\uc2dd\uc740 \uc885\uc885 \ubd88\ud22c\uba85\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c
\n\ud574\uc11d \uac00\ub2a5\uc131\uc744 \ub192\uc774\uae30 \uc704\ud55c \uc5f0\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ud22c\uc790\uc790\uc640 \ud2b8\ub808\uc774\ub354\ub4e4\uc774 \ubaa8\ub378\uc758 \uacb0\uc815\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc5b4\uc57c
\n\uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5. \uacb0\ub860<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc810\ucc28 \ubc1c\uc804\ud574\uc624\uace0 \uc788\uc73c\uba70, CNN \uc544\ud0a4\ud14d\ucc98\uc758 \uc9c4\ud654 \ub610\ud55c
\n\uc911\uc694\ud55c \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubbf8\ub798\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uc608\uce21\uc744
\n\uac00\ub2a5\ud558\uac8c \ud558\ub294 \ub354 \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc758 \ubc1c\uc804\uc5d0 \ub530\ub77c \ub354\uc6b1 \uc120\uba85\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc774
\n\uc774\ub904\uc9c4\ub2e4\uba74, \uae30\uacc4 \ud559\uc2b5\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc9c0\uc18d \uac00\ub2a5\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ud22c\uc790 \uc804\ub7b5\uc744
\n\uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud604\ub300 \ud2b8\ub808\uc774\ub529\uc758 \uc138\uacc4\uc5d0\uc11c \ud000\ud2b8\ub9e4\ub9e4\ub294 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud558\uace0 \uc815\uad50\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub370\uc774\ud130\uc640 \uc54c\uace0\ub9ac\uc998\uc758 \ubc1c\uc804\uc740 \uc0c1\uc5c5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uac1c\uc120\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc5ed\uc0ac\uc640 CNN(\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd) \uc544\ud0a4\ud14d\ucc98\uc758 \uc8fc\uc694 \ud601\uc2e0\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uac1c\ub150 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780 \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \uc77c\uad00\uc131 \uc788\uac8c \uc2dc\uc7a5\uc5d0 \uc811\uadfc\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \uc774\ub780 \ud2b9\uc815 \uaddc\uce59\uc5d0 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, CNN \uc544\ud0a4\ud14d\ucc98\uc758 \uc9c4\ud654 \uc8fc\uc694 \ud601\uc2e0”<\/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":[29],"tags":[],"class_list":["post-28648","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, CNN \uc544\ud0a4\ud14d\ucc98\uc758 \uc9c4\ud654 \uc8fc\uc694 \ud601\uc2e0 - 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