\n1. \uc11c\ub860<\/h2>\n
\n \ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uae09\uc18d\ud55c \ubc1c\uc804\uc744 \uac70\ub4ed\ud574 \uc654\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc601\uc0c1 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c AI\ub294 \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc758 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638\ubfd0\ub9cc \uc544\ub2c8\ub77c \ube44\ub514\uc624 \uc81c\uc791, \ubcf4\uc548 \uac10\uc2dc \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc751\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 AI\ub97c \ud1b5\ud55c \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc744 \uc124\uba85\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac \ubc29\ubc95\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n<\/section>\n\n2. \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc758 \ubc1c\uc804<\/h2>\n
\n \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc740 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc0ac\ub78c\uc758 \uc5bc\uad74\uc744 \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd08\uae30\uc758 \uc5bc\uad74 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ub85c \ud2b9\uc9d5 \uae30\ubc18(face feature-based) \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ucd5c\uadfc\uc5d0\ub294 \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 CNN(Convolutional Neural Networks)\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uba70, \uc5bc\uad74 \uc778\uc2dd \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uadf8 \ud6a8\uacfc\ub97c \uc785\uc99d\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0 \ub2e8\uacc4\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \uc5bc\uad74 \ud0d0\uc9c0\uc640 \uc5bc\uad74 \uc778\uc2dd. \uc5bc\uad74 \ud0d0\uc9c0\ub294 \uc785\ub825 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc5bc\uad74\uc774 \uc788\ub294 \ubd80\ubd84\uc744 \ucc3e\uc544\ub0b4\ub294 \uacfc\uc815\uc774\uba70, \uc5bc\uad74 \uc778\uc2dd\uc740 \ud0d0\uc9c0\ub41c \uc5bc\uad74\uc774 \ub204\uad6c\uc778\uc9c0\ub97c \uc2dd\ubcc4\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130\uc14b\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c\ub370, \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130\uc14b\uc73c\ub85c\ub294 Labeled Faces in the Wild (LFW), VGGFace, CelebA \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n<\/section>\n\n3. \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220<\/h2>\n
\n \ubaa8\uc158 \ud2b8\ub798\ud0b9\uc740 \ub3d9\uc601\uc0c1 \uc18d\uc5d0\uc11c \uac1d\uccb4\uc758 \uc774\ub3d9 \uacbd\ub85c\ub97c \ucd94\uc801\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ub2a5\ub825\uc744 \uc694\uad6c\ud558\uba70, \uc8fc\ub85c Kalman \ud544\ud130, Optical Flow, Mean Shift \ub4f1 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud2b9\ud788, \ucd5c\uadfc\uc5d0\ub294 AI\ub97c \ud65c\uc6a9\ud55c \ud2b8\ub798\ud0b9 \uae30\uc220\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \ud2b8\ub798\ud0b9\uc740 \uac1d\uccb4\uc758 \ud615\ud0dc, \uc0c9\uc0c1, \ud14d\uc2a4\ucc98 \ub4f1\uc744 \ud559\uc2b5\ud558\uc5ec \ub354 \uc815\ud655\ud55c \ud2b8\ub798\ud0b9 \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n
\ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uac1d\uccb4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ucd94\uc801\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \ube44\ub514\uc624 \uc81c\uc791\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2a4\ud3ec\uce20 \uc911\uacc4\ub098 \uc601\ud654 \ucd2c\uc601 \ub4f1\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 \ud2b9\uc815 \uac1d\uccb4\ub97c \uc2e0\uc18d\ud558\uac8c \ucd94\uc801\ud558\uc5ec \ud3b8\uc9d1 \uc791\uc5c5\uc744 \uc218\uc6d4\ud558\uac8c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n<\/section>\n\n4. AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9<\/h2>\n
\n AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9 \uae30\uc220\uc740 \uc790\uc728\uc801\uc73c\ub85c \uac1d\uccb4\ub97c \uc778\uc2dd\ud558\uace0 \uadf8 \uac1d\uccb4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ucd94\uc801\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc591\ud55c \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, YOLO(You Only Look Once)\uc640 \uac19\uc740 \uac1d\uccb4 \ud0d0\uc9c0 \uae30\uc220\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac1d\uccb4\ub97c \uc778\uc2dd\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c Tracker\ub97c \uacb0\ud569\ud558\uc5ec \ubaa8\uc158\uc744 \ucd94\uc801\ud569\ub2c8\ub2e4.<\/p>\n
\uc774\ub7ec\ud55c AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9 \uacfc\uc815\uc740 \ud06c\uac8c \uc138 \ub2e8\uacc4\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: (1) \uac1d\uccb4 \ud0d0\uc9c0, (2) \uac1d\uccb4 \ucd94\uc801, (3) \uac1d\uccb4 \ucd94\uc801 \uacb0\uacfc\uc758 \ud6c4\ucc98\ub9ac. \uc608\ub97c \ub4e4\uc5b4, OpenCV\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub2e4\uc591\ud55c \ud2b8\ub798\ud0b9 \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub294 \uae30\ubcf8\uc801\uc778 \uae30\ub2a5\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uac00 \uc190\uc27d\uac8c \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.\n <\/p>\n<\/section>\n\n5. \ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac<\/h2>\n
\n \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac\ub780 \ube44\ub514\uc624 \ub610\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ud2b9\uc815 \ubd80\ubd84\uc744 \ud750\ub9ac\uac8c \ud558\ub294 \uacfc\uc815\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc8fc\ub85c \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638\ub97c \uc704\ud55c \ubaa9\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\uba70, \uc5bc\uad74 \uc778\uc2dd\uc744 \ud1b5\ud574 \uc2e0\uc6d0\uc744 \uc228\uae30\uace0\uc790 \ud560 \ub54c \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ub429\ub2c8\ub2e4. AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9 \uc2dc\uc2a4\ud15c\uacfc \uacb0\ud569\ud558\uba74 \ub354\uc6b1 \ud6a8\uc728\uc801\uc73c\ub85c \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac\ub97c \uc704\ud55c \uae30\ubcf8\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4: (1) \uc5bc\uad74 \uc778\uc2dd \ubc0f \uc704\uce58 \ud30c\uc545, (2) \ubaa8\uc790\uc774\ud06c \uc801\uc6a9 \uc601\uc5ed \uc124\uc815, (3) \ubaa8\uc790\uc774\ud06c \ud6a8\uacfc \uc801\uc6a9. OpenCV\ub97c \uc774\uc6a9\ud55c \uc608\ub97c \ub4e4\uc5b4\ubcf4\uba74, face_cascade \ud074\ub798\uc2a4\ub97c \ud1b5\ud574 \uc5bc\uad74 \uc778\uc2dd\uc744 \ud558\uace0, \uadf8 \uc704\uce58\uc5d0 \ub300\ud574 \uc0ac\uac01\ud615 \uc601\uc5ed\uc744 \uc124\uc815\ud55c \ud6c4, \ubaa8\uc790\uc774\ud06c \ud544\ud130\ub97c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n<\/section>\n\n6. \uacf5\uac1c \ub370\uc774\ud130\uc14b\uacfc \ub9ac\uc18c\uc2a4<\/h2>\n
\n \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc744 \uc5f0\uad6c\ud558\uace0 \uac1c\ubc1c\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc591\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc744 \ucc38\uace0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130\uc14b\ub4e4\uc785\ub2c8\ub2e4:<\/p>\n
\n- Labeled Faces in the Wild (LFW):<\/strong> \uc720\uba85\uc778 \uc0ac\uc9c4\uc744 \ud3ec\ud568\ud558\uace0 \uc788\ub294 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc5bc\uad74 \uc778\uc2dd \uc54c\uace0\ub9ac\uc998\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n
- VGGFace:<\/strong> \ub2e4\uc591\ud55c \uac01\ub3c4\uc5d0\uc11c \ucd2c\uc601\ub41c \uc5bc\uad74 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130\uc14b\uc73c\ub85c, \ub192\uc740 \ud488\uc9c8\uc758 \uc5bc\uad74 \uc778\uc2dd \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/li>\n
- CelebA:<\/strong> 200,000\uac1c \uc774\uc0c1\uc758 \uc720\uba85\uc778 \uc5bc\uad74 \uc774\ubbf8\uc9c0\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \ub2e4\uc591\ud55c \uc18d\uc131 \uc815\ubcf4\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- Open Images Dataset:<\/strong> \ub2e4\uc591\ud55c \uac1d\uccb4\uc5d0 \ub300\ud55c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/section>\n\n
7. \uacb0\ub860<\/h2>\n
\n AI\ub97c \ud65c\uc6a9\ud55c \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc740 \uc601\uc0c1 \uc81c\uc791 \ubc0f \ubcf4\uc548 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9 \ubc0f \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac \uae30\uc220\uc740 \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638\uc640 \ud6a8\uacfc\uc801\uc778 \uc601\uc0c1 \ud3b8\uc9d1\uc758 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c \uc18c\uac1c\ud55c \ub2e4\uc591\ud55c \uae30\uc220\uacfc \ub370\uc774\ud130\uc14b\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub4e4\uc740 \ubcf4\ub2e4 \ub098\uc740 \uc601\uc0c1 \uc81c\uc791 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc758 \ubc1c\uc804\uc740 \uc55e\uc73c\ub85c\ub3c4 \uacc4\uc18d\ub420 \uac83\uc774\uba70, \ub354\uc6b1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uadf8 \ud6a8\uc6a9\uc774 \uc99d\ub300\ub420 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n<\/section>\n<\/article>\n
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1. \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uae09\uc18d\ud55c \ubc1c\uc804\uc744 \uac70\ub4ed\ud574 \uc654\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc601\uc0c1 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c AI\ub294 \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc758 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638\ubfd0\ub9cc \uc544\ub2c8\ub77c \ube44\ub514\uc624 \uc81c\uc791, \ubcf4\uc548 \uac10\uc2dc \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc751\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 AI\ub97c \ud1b5\ud55c \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9 \uae30\uc220\uc744 \uc124\uba85\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac … \ub354 \ubcf4\uae30 “AI\ub97c \ud1b5\ud55c \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9, AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9\uc744 \ud1b5\ud55c \ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac”<\/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":[201],"tags":[],"class_list":["post-39761","post","type-post","status-publish","format-standard","hentry","category-201"],"yoast_head":"\nAI\ub97c \ud1b5\ud55c \uc5bc\uad74 \uc778\uc2dd \ubc0f \ubaa8\uc158 \ud2b8\ub798\ud0b9, AI \uae30\ubc18 \uc790\ub3d9 \ud2b8\ub798\ud0b9\uc744 \ud1b5\ud55c \ud6a8\uacfc\uc801\uc778 \ubaa8\uc790\uc774\ud06c \ucc98\ub9ac - 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