<\/p>\n\n\n\n
\n(\ud2b9\ud5c8\ub4f1\ub85d) \ubc15\ucc2c\uc77c, \uc190\ucc44\ubd09, “AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \uc801\ub300\uc801 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95”, \uc81c 10-2253402 \ud638, 2021\ub144 05\uc6d4 12\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \uc801\ub300\uc801 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac83\uc774\ub2e4.
\ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \uc801\ub300\uc801 \uc774\ubbf8\uc9c0\ub85c \ubcc0\ud615\ud558\uace0\uc790 \ud558\ub294 \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub97c \uc218\uc2e0\ud558\ub294 \uc218\uc2e0\ubd80, \uc0c1\uae30 \uc218\uc2e0\ub41c \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub85c\ubd80\ud130 \uac1d\uccb4 \uc778\uc2dd\uc744 \uc218\ud589\ud55c \ub2e4\uc74c, CAM(Class Activation Map)\uc744 \uc774\uc6a9\ud558\uc5ec \uc778\uc2dd\ub41c \uac1d\uccb4\ub85c\ubd80\ud130 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\ub294 \ud2b9\uc9d5\ucd94\ucd9c\ubd80, \uadf8\ub9ac\uace0 \uc0c1\uae30 \ucd94\ucd9c\ub41c \ud2b9\uc9d5\uc744 \ubcc0\ud615\uc2dc\ud0a4\uace0, \ubcc0\ud615\ub41c \ud2b9\uc9d5\uc744 \uc774\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub294 \uc774\ubbf8\uc9c0\uc0dd\uc131\ubd80\ub97c \ud3ec\ud568\ud55c\ub2e4. \uc774\uc640 \uac19\uc774 \ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub978 AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \uc801\ub300\uc801 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc7a5\uce58\ub294 \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub85c\ubd80\ud130 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uace0, \ucd94\ucd9c\ub41c \ud2b9\uc9d5\uc744 \ud30c\uad34\uc2dc\ud0a8 \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uc5ec \uc81c\uacf5\ud558\ubbc0\ub85c, \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\uc758 \uc65c\uace1\uc744 \ucd5c\uc18c\ud654\ud558\ubbc0\ub85c \uc721\uc548\uc0c1\uc758 \ucc28\uc774\uac00 \ubbf8\ube44\ud558\uc5ec \uc778\uac04\uc740 \ud574\ub2f9 \uc774\ubbf8\uc9c0\ub97c \uc778\uc9c0\ud560 \uc218 \uc788\uc73c\ub098 \ub525\ub7ec\ub2dd \ubc29\uc2dd\uc758 \ubd07\uc740 \ud574\ub2f9 \uc774\ubbf8\uc9c0\uc5d0 \ud3ec\ud568\ub41c \uac1d\uccb4\ub97c \uc778\uc9c0\ud558\uc9c0 \ubabb\ud558\ub294 \ud6a8\uacfc\ub97c \ub3c4\ubaa8\ud560 \uc218 \uc788\ub2e4.<\/cite><\/blockquote>\n\n\n\n\n(\ud2b9\ud5c8\ub4f1\ub85d) \uae40\ub300\uc5f4, \uace0\uc740\uc218, \uc624\uc218\uc601, \uc190\ucc44\ubd09, “4D \uc601\ud654 \uc774\ud399\ud2b8 \uc790\ub3d9 \uc0dd\uc131\uc7a5\uce58”, \uc81c 10-2217414 \ud638. 2021\ub144 02\uc6d4 15\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 4D \uc601\ud654 \uc774\ud399\ud2b8 \uc790\ub3d9 \uc0dd\uc131\uc7a5\uce58\uc5d0 \ub300\ud55c \uac83\uc774\ub2e4.
\ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \uc5e0\ud53c\uc774\uc9c0 \ud504\ub85c\uadf8\ub7a8 \uc2a4\ud2b8\ub9bc(MPEG Program Stream)\uc5d0 \ud3ec\ud568\ub41c \ube44\ub514\uc624 \uc815\ubcf4\uc640 \uc624\ub514\uc624 \uc815\ubcf4\ub97c \ubd84\ub958\ud558\uace0, \ubd84\ub958\ub41c \uc624\ub514\uc624 \uc815\ubcf4 \ubc0f \ube44\ub514\uc624 \uc815\ubcf4\ub97c \uac01\uac01 \uc785\ub825\ubc1b\ub294 \uc785\ub825\ubd80, \uc0c1\uae30 \uc785\ub825\ub41c \ube44\ub514\uc624 \uc815\ubcf4\uc5d0 \ud3ec\ud568\ub41c \ud604\uc7ac \ud504\ub808\uc784\uc744 \uae30 \uad6c\ucd95\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \uc8fc\uc694 \uac1d\uccb4\ub97c \ucd94\ucd9c\ud558\uace0, \ucd94\ucd9c\ud55c \uac1d\uccb4\uc758 \uc6c0\uc9c1\uc784\uc744 \ucd94\uc815\ud558\uc5ec \uc2a4\ucf00\uc77c\ub9c1 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uace0, \uc0dd\uc131\ub41c \uc2a4\ucf00\uc77c\ub9c1 \uc774\ubbf8\uc9c0\ub97c \ud1b5\ud574 \ubaa8\uc158 \uc758\ucc28 \ud6a8\uacfc\ub97c \ub3c4\ucd9c\ud558\ub294 \uc6c0\uc9c1\uc784 \ucd94\uc815\ubd80, \uc0c1\uae30 \uc785\ub825\ub41c \uc624\ub514\uc624 \uc815\ubcf4\uc5d0 \uc708\ub3c4\uc789 \uae30\uc220\uc744 \uc801\uc6a9\ud558\uc5ec \uc77c\uc815\ud55c \uac04\uaca9\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud55c \ub2e4\uc74c, \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub97c VGG\uae30\ubc18\uc758 \ub124\ud2b8\uc6cc\ud06c\uc5d0 \uc785\ub825\ud558\uc5ec \ud30c\ud615\uc744 \ubd84\ub958\ud558\ub294 \uc624\ub514\uc624 \ubd84\ub958\ubd80, \uc0c1\uae30 \uc6c0\uc9c1\uc784 \ucd94\uc815 \ubaa8\ub4c8\uc744 \ud1b5\ud574 \uc0dd\uc131\ub41c \ud50c\ub85c\uc6b0 \ub9f5\uacfc \uc624\ub514\uc624 \ubd84\ub958 \ubaa8\ub4c8\uc744 \ud1b5\ud574 \ubd84\ub958\ub41c \uc624\ub514\uc624 \uc2e0\ud638\ub97c \uc774\uc6a9\ud558\uc5ec \uac01\uac01 \ubaa8\uc158 \ud6a8\uacfc\uc640 \ucd94\uac00 \ud6a8\uacfc\ub97c \ud68d\ub4dd\ud560 \uc218 \uc788\ub294 4D \uc601\ud654 \uc774\ud399\ud2b8 \uc790\ub3d9 \uc0dd\uc131 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\ub294 \ubaa8\ub378\uc0dd\uc131\ubd80, \uadf8\ub9ac\uace0 4D \uc601\ud654 \uc774\ud399\ud2b8 \uc790\ub3d9 \uc0dd\uc131 \ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uc5ec 4D \uc601\ud654 \uc774\ud399\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\ub294 \ud6a8\uacfc \ucd94\ucd9c\ubd80\ub97c \ud3ec\ud568\ud55c\ub2e4.<\/cite><\/blockquote>\n\n\n\n\n(\ud2b9\ud5c8\ub4f1\ub85d) \uae40\ub300\uc5f4, \uc190\ucc44\ubd09, “\ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ub9de\ucda4\ud615 \uad11\uace0 \uc81c\uc791 \uc7a5\uce58”, \uc81c 10-2217414 \ud638, 2021\ub144 2\uc6d4 15\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 \ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ub9de\ucda4\ud615 \uad11\uace0 \uc81c\uc791 \uc7a5\uce58\uc5d0 \ub300\ud55c \uac83\uc774\ub2e4.
\ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \ubcf5\uc218\uc758 \uc81c\uc791\uc790\uc5d0 \uc758\ud574 \uae30 \uc81c\uc791\ub41c \uad11\uace0 \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\ub294 \uad11\uace0\uc218\uc9d1\ubd80,\u3000\uba40\ud2f0\ubbf8\ub514\uc5b4 \ub9e4\uccb4\ub97c \ud1b5\ud574 \uc81c\uacf5\ub418\ub294 \ubcf5\uc218\uc758 \ubaa8\ub378 \uc911\uc5d0\uc11c \ud0c0\uac9f \ubaa8\ub378\uc774 \ub420 \uc218 \uc788\ub294 \ubcf5\uc218\uc758 \ubaa8\ub378\uc758 \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\ub294 \ud0c0\uac9f \ubaa8\ub378 \uc218\uc9d1\ubd80, \uc0c1\uae30 \uc218\uc9d1\ub41c \uad11\uace0 \uc911\uc5d0\uc11c \ubb34\uc791\uc704\ub85c \ucd94\ucd9c\ub41c \uad11\uace0 \uc815\ubcf4\uc640, \uc0c1\uae30 \uad11\uace0 \uc815\ubcf4\uc5d0 \ub9e4\uce6d\ub418\ub294 \ud0c0\uac9f\ubaa8\ub378\uc744 \uc774\uc6a9 \ud558\uc5ec \ud559\uc2b5\ub41c GAN \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ubaa8\ub378\uad6c\ucd95\ubd80, \uadf8\ub9ac\uace0 \ud604\uc7ac \uc2dc\uc810\uc5d0\uc11c \ubcc0\ud615\ud558\uace0\uc790 \ud558\ub294 \uad11\uace0 \uc815\ubcf4\ub97c \uc218\uc2e0\ud558\uace0, \uc218\uc2e0\ub41c \uad11\uace0\uc815\ubcf4\uc640 \ub9e4\uce6d\uc774 \ub418\ub294 \ud0c0\uac9f \ubaa8\ub378\uc744 \uc120\uc815\ud55c\ub2e4\uc74c, \uc0c1\uae30 \uad11\uace0\uc815\ubcf4 \ubc0f \ub9e4\uce6d\ub41c \ud0c0\uac9f \ubaa8\ub378\uc744 \uad6c\ucd95\ub41c GAN \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \ub9de\ucda4\ud615 \uad11\uace0\ub97c \ucd9c\ub825\ud558\ub294 \uc81c\uc5b4\ubd80\ub97c \ud3ec\ud568\ud55c\ub2e4. \uc774\uc640 \uac19\uc774 \ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \ud558\ub098\uc758 \uad11\uace0\uc5d0 \ub300\ud574\uc11c \uc5f0\uc608\uc778 \ud639\uc740 \uc720\ud29c\ubc84 \ub4f1 \uc720\uba85 \uc778\ubb3c\uc744 \ub300\uc0c1\uc73c\ub85c \uad11\uace0\ub97c \uc7ac\uad6c\uc131\ud568\uc73c\ub85c\uc11c, \uad11\uace0 \uc81c\uc791 \uc2dc\uac04 \ubc0f \ube44\uc6a9\uc744 \uc808\uac10\ud560\uc218 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790\uc758 \uc2dc\uccad \uae30\ub85d\uc744 \ubd84\uc11d\ud55c \uacb0\uacfc\uc5d0 \ub530\ub77c \ud0c0\uac9f \ubaa8\ub378\uc744 \uc120\uc815\ud558\uace0, \uc120\uc815\ub41c \ud0c0\uac9f\ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uc5ec \uad11\uace0\ub97c \uc7ac\uad6c\uc131\ud558\ubbc0\ub85c \uad11\uace0\uc5d0 \ub300\ud55c \uad00\uc2ec\ub3c4\ub97c \uc99d\uac00\uc2dc\ud0ac \uc218\uc788\ub2e4.<\/cite><\/blockquote>\n\n\n\n\n(\ud2b9\ud5c8\ub4f1\ub85d) \ubc15\ucc2c\uc77c, \ubc15\uc5f0\uc9c0, \uc624\uc218\uc601, \ucd5c\uaddc\uc815, \uace0\uc740\uc218, \uc815\uc720\uc9c4, \ucd5c\uc9c4\uc194, \uc190\ucc44\ubd09, “\ubc1c\ub2ec \uc7a5\uc560\uc778 \uc74c\uc131 \uc778\uc2dd \uc810\uc218 \uc0b0\ucd9c \uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95”, \uc81c 10-2358087 \ud638, 2022\ub144 1\uc6d4 27\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \ubc1c\ub2ec \uc7a5\uc560\uc778 \uc74c\uc131 \uc778\uc2dd \uc810\uc218 \uc0b0\ucd9c \uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac83\uc774\ub2e4.
\ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \ubc1c\ub2ec \uc7a5\uc560\uc778\uc758 \uc721\uc131\uc5d0 \uc758\ud574 \uc0dd\uc131\ub41c \uc74c\uc131 \ub370\uc774\ud130\ub97c \uc218\uc2e0\ubc1b\ub294 \uc218\uc2e0\ubd80, \uc0c1\uae30 \uc218\uc2e0\ub41c \uc74c\uc131 \ub370\uc774\ud130\ub97c \ube14\ub85d \ub2e8\uc704\ub85c \uc0d8\ud50c\ub9c1 \ud55c \ub2e4\uc74c, \uc5b8\uc5b4 \uc778\uc2dd \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \uc74c\uc131 \ub370\uc774\ud130\ub97c \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud558\uace0, \ubcc0\ud658\ub41c \ud14d\uc2a4\ud2b8\ub97c \uc774\uc6a9\ud558\uc5ec \ucee8\ud53c\ub358\uc2a4 \uc810\uc218\ub97c \ud68d\ub4dd\ud558\ub294 \ud14d\uc2a4\ud2b8 \ubcc0\ud658\ubd80, \uc0c1\uae30 \ubcc0\ud658\ub41c \ud14d\uc2a4\ud2b8\uc640 \uc815\ub2f5 \ud14d\uc2a4\ud2b8\ub97c \uae30 \uad6c\ucd95\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub4c8\uc5d0 \uc785\ub825\ud558\uc5ec \ubcf4\uc815 \ud14d\uc2a4\ud2b8\ub97c \ud68d\ub4dd\ud558\ub294 \ubcf4\uc815 \ud14d\uc2a4\ud2b8 \ucd94\ucd9c\ubd80, \uadf8\ub9ac\uace0 \uc0c1\uae30 \ud68d\ub4dd\ud55c \ubcf4\uc815 \ud14d\uc2a4\ud2b8\uc640 \uc815\ub2f5 \ud14d\uc2a4\ud2b8\ub97c \ube44\uad50\ud558\uc5ec \uc720\uc0ac \uc5ec\ubd80\ub97c \ud310\ub2e8\ud558\uace0, \ud310\ub2e8\ub41c \uacb0\uacfc\uc5d0 \ub530\ub978 \ud3c9\uac00 \uc810\uc218\ub97c \uc0b0\ucd9c\ud558\ub294 \uc81c\uc5b4\ubd80\ub97c \ud3ec\ud568\ud55c\ub2e4.
\uc774\uc640 \uac19\uc774 \ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \uc0ac\uc6a9\uc790\uc758 \uc74c\uc131\uc744 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658, \ubc0f \uc0ac\uc6a9\uc790\uc758 \uc758\ub3c4\uc5d0 \ubd80\ud569\ud558\ub3c4\ub85d \uc218\uc815\ud558\ub294 \uacfc\uc815\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc758 \ud654\uc6a9 \ub2a5\ub825 \ud5a5\uc0c1 \ud6a8\uacfc\ub97c \ub3c4\ubaa8\ud560 \uc218 \uc788\uace0, \uc815\ub2f5 \ubb38\uc7a5\uacfc \ubcf4\uc815\ub41c \ubb38\uc7a5 \uc0ac\uc774\uc758 \uc810\uc218\ub97c \ub9e4\uae40\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790\uc758 \uc5b8\uc5b4 \ub2a5\ub825 \uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud655\uc778\ud558\uc5ec \uc5b8\uc5b4 \uad6c\uc0ac \ubc0f \ud65c\uc6a9 \ub2a5\ub825\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub2e4.<\/cite><\/blockquote>\n\n\n\n\n(\ud2b9\ud5c8\ub4f1\ub85d) \uc190\ucc44\ubd09, \uae40\ucc3d\ud615, \uae40\ud604\uc218, “\uad00\uc2ec \uc601\uc5ed\uacfc \ubc30\uacbd\ud504\ub808\uc784 \uac1c\ubcc4 \uc804\uc1a1\uc744 \uc774\uc6a9\ud55c \uace0\ud654\uc9c8 360\ub3c4 \uc601\uc0c1 \uc2a4\ud2b8\ub9ac\ubc0d \ubc29\ubc95”, \uc81c 10-1978922 \ud638, 2019\ub144 05\uc6d4 09\uc77c<\/p>\n\uad00\uc2ec \uc601\uc5ed\uacfc \ubc30\uacbd\ud504\ub808\uc784 \uac1c\ubcc4 \uc804\uc1a1\uc744 \uc774\uc6a9\ud55c \uace0\ud654\uc9c8 360\ub3c4 \uc601\uc0c1 \uc2a4\ud2b8\ub9ac\ubc0d\ubc29\ubc95\uc774 \uac1c\uc2dc\ub41c\ub2e4. \uc0c1\uae30 \ubc29\ubc95\uc740 360\ub3c4 \ube44\ub514\uc624 \ucf58\ud150\uce20\uc758 \ub124\ud2b8\uc6cc\ud06c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\uc5d0 \uc788\uc5b4\uc11c, HTTP \uc11c\ubc84 \ub610\ub294 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ubc84\uc5d0\uc11c \ud2b8\ub79c\uc2a4\ucf54\ub354\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\uccb4 \uc601\uc0c1\uc5d0\uc11c \uad00\uc2ec \uc601\uc5ed\uacfc \ubc30\uacbd \ud504\ub808\uc784 \uc601\uc5ed\uc744 \uc601\uc5ed\ubcc4\ub85c \ubd84\ud560\ud558\ub294 \ub2e8\uacc4; HTTP \uc11c\ubc84 \ub610\ub294 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ubc84\uc5d0\uc11c \ud2b8\ub79c\uc2a4\ucf54\ub354\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud654\uba74 \ubd84\ud560 \uc2a4\ud2b8\ub9ac\ubc0d \ubc29\uc2dd \uc911, \ubd84\ud560\ub41c \uc0c1\uae30 \uad00\uc2ec \uc601\uc5ed\uc758 FoV \uc601\uc5ed\uc758 \uc601\uc0c1\ub4e4\ub9cc \uace0\ud654\uc9c8 \uc601\uc0c1\uc73c\ub85c \uc778\ucf54\ub529\ud558\uace0, \uc0c1\uae30 \ubc30\uacbd \ud504\ub808\uc784\ub9cc \ud3ec\ud568\ub41c \uc6d0\ubcf8 \uc601\uc0c1\uc744 \uc911\u30fb\uc800\ud654\uc9c8 \uc601\uc0c1\uc73c\ub85c \uc778\ucf54\ub529\ud558\uc5ec \uc0c1\uae30 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ubc84\ub85c\ubd80\ud130 \uc0c1\uae30 \uace0\ud654\uc9c8 \uc601\uc0c1\uacfc \uc911\u30fb\uc800\ud654\uc9c8 \uc601\uc0c1\uacfc \uc7ac\uc0dd \ubaa9\ub85d\uc744 \ubbf8\ub514\uc5b4 \ud50c\ub808\uc774\uc5b4\ub85c \ub3d9\uc2dc\uc5d0 \uac01\uac01 \uc804\uc1a1\ud558\ub294 \ub2e8\uacc4; \ubc0f \ubbf8\ub514\uc5b4 \ud50c\ub808\uc774\uc5b4\uc5d0\uc11c \ube44\uad00\uc2ec \uc601\uc5ed\uc758 \uc911\u30fb\uc800\ud654\uc9c8 \uc601\uc0c1\uacfc \uad00\uc2ec \uc601\uc5ed\uc758 FoV \uc601\uc5ed\uc758 \uace0\ud654\uc9c8 \uc601\uc0c1\uc744 \uc2a4\ud2b8\ub9ac\ubc0d \ubc1b\uc544 \uac01\uac01 \uc218\uc2e0\ubc1b\uc544 \ubc84\ud37c\ub9c1\ub418\uba74\uc11c \uc601\uc0c1\uc744 \ub514\ucf54\ub529\ud558\uace0 \ud0c0\uc784 \uc2a4\ud0ec\ud504\uc5d0 \ub9de\ucdb0 \uc911\u30fb\uc800\ud654\uc9c8 \uc601\uc0c1 \uc704\uc5d0 \uace0\ud654\uc9c8 \uc601\uc0c1\uc744 \uc624\ubc84\ub808\uc774\ud558\uc5ec \ub514\uc2a4\ud50c\ub808\uc774 \ud558\ub294 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud55c\ub2e4. \uad00\uc2ec\uc601\uc5ed(FoV \uc601\uc5ed)\uacfc \ube44\uad00\uc2ec \uc601\uc5ed\uc73c\ub85c \ub098\ub204\uc5b4 \ube44\uad00\uc2ec\uc601\uc5ed\uc740 \uc800\ud654\uc9c8 \uc601\uc0c1\uc73c\ub85c \uc804\uc1a1\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \uc904\uc774\uba74\uc11c \uad00\uc2ec\uc601\uc5ed\uc740 \uace0\ud654\uc9c8 \uc601\uc0c1\uc744 \uc2a4\ud2b8\ub9ac\ubc0d\uc744 \uc81c\uacf5\ud55c\ub2e4. \ubcf8 \ubc29\ubc95\uc740 \uace0\ud654\uc9c8\uc758 \uad00\uc2ec\uc601\uc5ed\uacfc \uc800\ud654\uc9c8\uc758 \ube44\uad00\uc2ec \uc601\uc5ed\uc744 \ub3d9\uc2dc\uc5d0 \uc2a4\ud2b8\ub9ac\ubc0d \ud568\uc73c\ub85c\uc368 FoV\uc758 \ubcc0\ud654\uc5d0 \ub530\ub978 \ud654\uc9c8 \uc800\ud558 \ubb38\uc81c\ub97c \uc904\uc774\uba74\uc11c \ubbf8\ub514\uc5b4 \ud50c\ub808\uc774\uc5b4\uc5d0\uc11c \uc6d0\ud560\ud55c \uc2dc\uccad\uc744 \uac00\ub2a5\ud558\uac8c \ud55c\ub2e4.<\/cite><\/blockquote>\n\n\n\n
\n(\ud2b9\ud5c8\ub4f1\ub85d) \uae40\ucc3d\ud615, \uad8c\uc21c\ucca0, \uc190\ucc44\ubd09, \uc190\uad11\ucca0, “\uc790\uac00\ubc1c\uc804\uc5d0 \uc758\ud55c \uc5d0\ub108\uc9c0 \ud558\ubca0\uc2a4\ud305 \ud540\ud14c\ud06c \uc11c\ube44\uc2a4 \uc2dc\uc2a4\ud15c \ubc0f \ubc29\ubc95”, \uc81c 10-1856007 \ud638, 2018\ub144 05\uc6d4 02\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\ub294 \uc790\uac00\ubc1c\uc804\uc5d0 \uc758\ud55c \uc5d0\ub108\uc9c0 \ud558\ubca0\uc2a4\ud305 \ud540\ud14c\ud06c \uc11c\ube44\uc2a4 \uc2dc\uc2a4\ud15c\ubc0f \ubc29\ubc95\uc740 \uc790\uac00\ubc1c\uc804 \uc0ac\uc6a9\uc790, \uc5d0\ub108\uc9c0 \uc2a4\ud1a0\ub9ac\uc9c0 \uc0ac\uc5c5\uc790\uc758 \uc5d0\ub108\uc9c0 \uad00\ub9ac \uc7a5\uce58 \uc11c\ubc84\uc640 ESS(Energy Storage System), \uc804\ub825\ub9dd \uc0ac\uc5c5\uc790\uc758 \uc804\ub825 \uad00\ub9ac \uc11c\ubc84, \uae08\uc735 VAN \uc0ac\uc5c5\uc790\uc758 VAN \uc11c\ubc84\uc640 \uc9c0\ubd88 \uacb0\uc81c \uc11c\ubc84\ub97c \ud3ec\ud568\ud558\uba70, \uc5d0\ub108\uc9c0 \ud558\ubca0\uc2a4\ud305 \uae30\uc220\uc744 \ud1b5\ud574 \uc790\uac00\ubc1c\uc804 \uc0ac\uc6a9\uc790\uac00 \uc0dd\uc0b0\ud55c \uc804\uae30 \uc5d0\ub108\uc9c0\ub97c \uc5d0\ub108\uc9c0 \uc2a4\ud1a0\ub9ac\uc9c0 \uc7a5\uce58(ESS)\uc5d0 \ucd95\uc804\ud558\uace0, \uc5d0\ub108\uc9c0 \uad00\ub9ac \uc7a5\uce58 \uc11c\ubc84\uc5d0\uc11c \uc790\uac00\ubc1c\uc804 \uc0ac\uc6a9\uc790 \uc815\ubcf4\uc640 \uc790\uac00\ubc1c\uc804\ub7c9 \uc815\ubcf4\ub97c \uc800\uc7a5 \uad00\ub9ac\ud55c\ub2e4. \uc804\ub825 \ud68c\uc0ac\uc5d0 \uc694\uccad\uc5d0 \ub530\ub77c ESS\uc5d0 \ucd95\uc804\ub41c \uc804\uae30 \uc5d0\ub108\uc9c0\ub97c \uc804\ub825 \ud68c\uc0ac\ub85c \uacf5\uae09\ud558\uba70, \uc5d0\ub108\uc9c0 \uad00\ub9ac \uc7a5\uce58\uc11c\ubc84\ub85c\ubd80\ud130 \uc804\ub825 \uad00\ub9ac \uc11c\ubc84\uc640 VAN \uc11c\ubc84\ub85c \uc790\uac00\ubc1c\uc804 \uc0ac\uc6a9\uc790 \uc815\ubcf4\uc640 \uc790\uac00\ubc1c\uc804\ub7c9 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uba70, \uc804\ub825 \ud68c\uc0ac\uac00 \uc0b0\uc5c5\uccb4\ub098 \uac00\uc815\uc758 \uc18c\ube44\uc790\uc5d0\uac8c \uc790\uac00\ubc1c\uc804\ub7c9\uc758 \uc804\ub825\uc744 \ud310\ub9e4\ud558\uace0, \uc804\ub825 \uacf5\uae09 \ub300\uae08\uc744 \uae08\uc735 VAN \uc0ac\uc5c5\uc790\uc5d0\uac8c \uc9c0\uae09\ud558\uace0 VAN \uc11c\ubc84\uc640 \uc5f0\ub3d9\ub41c \uc9c0\uae09 \uacb0\uc81c \uc11c\ubc84\ub97c \ud1b5\ud574 \uc218\uc218\ub8cc\ub97c \ucc28\uac10\ud558\uc5ec \uac01\uac01\uc758 \uc790\uac00\ubc1c\uc804 \uc0ac\uc6a9\uc790\ub4e4\uc5d0\uac8c \ud310\ub9e4\ub41c \uc790\uac00\ubc1c\uc804\ub7c9\uc758 \uc804\ub825 \uacf5\uae09\ub7c9 \ub9cc\ud07c \uc774\ub97c \ud604\uae08\uc73c\ub85c \ubcf4\uc0c1\ud558\ub294 \uc2a4\ub9c8\ud2b8 \uc5d0\ub108\uc9c0 \ud558\ubca0\uc2a4\ud305 \ud540\ud14c\ud06c \uc11c\ube44\uc2a4 \uc194\ub958\uc158\uc744 \uc81c\uacf5\ud55c\ub2e4.<\/cite><\/blockquote>\n\n\n\n
\n(\ud504\ub85c\uadf8\ub7a8\ub4f1\ub85d) \uae40\ud604\uc218, \uae40\ucc3d\ud615, \uc190\ucc44\ubd09, “\uc0ac\uc6a9\uc790 \uc2dc\uc57c\uc5d0 \uae30\ubc18\ud55c 360\ub3c4 \uac00\uc0c1\ud604\uc2e4(VR) \ub3d9\uc601\uc0c1 \uc7ac\uc0dd \ud504\ub85c\uadf8\ub7a8”, C-2017-032381, 2017\ub144 12\uc6d4 08\uc77c<\/p>\n<\/blockquote>\n\n\n\n
\n(\ud504\ub85c\uadf8\ub7a8\ub4f1\ub85d) \ub0a8\uc0c1\ubc94, \uae40\ucc3d\ud615, \uc190\ucc44\ubd09, “\uc0ac\uc6a9\uc790 \uc2dc\uc57c\uc5d0 \uae30\ubc18\ud55c 360\ub3c4 \uac00\uc0c1\ud604\uc2e4 \ub3d9\uc601\uc0c1 \uc804\uc1a1 \uc11c\ubc84 \ud504\ub85c\uadf8\ub7a8”, C-2017-032382, 2017\ub144 12\uc6d4 08\uc77c<\/p>\n<\/blockquote>\n\n\n\n
\n(\ud504\ub85c\uadf8\ub7a8\ub4f1\ub85d) \ucd5c\uc0c1\uadfc, \uae40\ucc3d\ud615, \uc190\ucc44\ubd09, “\uc0ac\uc6a9\uc790 \uc2dc\uc57c\uc5d0 \uae30\ubc18\ud55c 360\ub3c4 \uac00\uc0c1\ud604\uc2e4 \ub3d9\uc601\uc0c1 \ud654\uc9c8 \ubcc0\ud658 \uc18c\ud504\ud2b8\uc6e8\uc5b4”, C-2017-032383, 2017\ub144 12\uc6d4 08\uc77c<\/p>\n<\/blockquote>\n\n\n\n
<\/p>\n\n\n\n
\n(\ud2b9\ud5c8\ub4f1\ub85d) \uc190\ucc44\ubd09, \uc870\ud61c\uc815, \uc774\uc5ec\uc1a1, “\uc804\uc790\ucc45 \ub2e8\ub9d0\uae30\uc758 \uad6c\ub3d9\ubc29\ubc95 \ubc0f \uadf8 \ub2e8\ub9d0\uae30”, \uc81c 10-1031051 \ud638, 2011\ub144 04\uc6d4 18\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 \uac00\uc18d\ub3c4 \uc13c\uc11c\ub97c \uad6c\ube44\ud55c \uc804\uc790\ucc45 \ub2e8\ub9d0\uae30\uc5d0\uc11c \ud45c\uc2dc\ub418\ub294 \uc804\uc790\ucc45 \ucee8\ud150\uce20\uc758 \ud654\uba74\uc744 \uc804\ud658\ud558\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud55c\ub2e4. \uc0c1\uae30 \uc13c\uc11c\ub294 \uc0ac\uc6a9\uc790\uc5d0 \uc758\ud574 \ubd80\uc5ec\ub41c \uc0c1\uae30 \ub2e8\ub9d0\uae30 \uc6c0\uc9c1\uc784\ub3d9\uc791\uc758 \uac00\uc18d\ub3c4 \uc815\ubcf4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0, \uc774 \uac00\uc18d\ub3c4 \uc815\ubcf4\ub85c\ubd80\ud130 \uc18c\uc815 \ub2e8\uc704\uad6c\uac04 \ub3d9\uc548 \uc0c1\uae30 \uc6c0\uc9c1\uc784\ub3d9\uc791\uc758 \uac01\ub3c4\ubcc0\uc774\uc728\uc744 \uc0b0\ucd9c\ud558\uba70, \uc0c1\uae30 \uac01\ub3c4\ubcc0\uc774\uc728\uc774 \uae30\uc900\uac12 \uc774\uc0c1\uc77c \uacbd\uc6b0\uc5d0\ub294 \uc0c1\uae30 \ud654\uba74\uc758 \uc774\uc804 \ub610\ub294 \uc774\ud6c4\uc758 \ud398\uc774\uc9c0\ub118\uae40 \uc774\ubca4\ud2b8\ub97c \uc2e4\ud589\ud558\uace0, \uadf8 \uc774\ud558\uc77c \uacbd\uc6b0\uc5d0\ub294 \uc0c1\uae30 \ud654\uba74\uc758 \uc0c1\uce21, \ud558\uce21, \uc88c\uce21 \ub610\ub294 \uc6b0\uce21\uc758 \uc2a4\ud06c\ub864 \uc774\ubca4\ud2b8\ub97c \uc2e4\ud589\ud55c\ub2e4.<\/cite><\/blockquote>\n\n\n\n
\n(\ud2b9\ud5c8\ub4f1\ub85d) \uc624\uc2b9\uc900, \uc190\ucc44\ubd09, \uba85\uc9c4\uc218, \uc870\ud61c\uc815, \uad8c\uc724\uc11d, “\uc601\uc0c1\ucc98\ub9ac\uc758 1\/4 \ud53d\uc140 \ubcf4\uac04 \ubc29\ubc95 \ubc0f \uadf8\uc758 \ud504\ub85c\uc138\uc11c”, \uc81c 10-0804451 \ud638, 2008\ub144 02\uc6d4 12\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 \uc601\uc0c1\uc758 \uc2dc\uac04\uc801 \uc911\ubcf5 \ub370\uc774\ud130\ub97c \uc81c\uac70\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 1\/4 \ud53d\uc140 \ubcf4\uac04 \ubc29\ubc95 \ubc0f \uadf8\uc758 \ud504\ub85c\uc138\uc11c\uc5d0 \uad00\ud55c \uac83\uc73c\ub85c, \ud53d\uc140 \uc911 \uc774\uc6c3\ud558\uace0 \uc788\ub294 \uc815\uc218 \ud53d\uc140 \uc815\ubcf4\ub97c \uc774\uc6a9\ud558\uc5ec \uc81c1 \ud558\ud504 \ud53d\uc140\uacfc \uc81c1 \ucffc\ud130 \ud53d\uc140\uc744 \uad6c\ud558\ub294 \uac00\ub85c\ubc29\ud5a5 \ubcf4\uac04 \uacfc\uc815\uacfc \uac00\ub85c\ubc29\ud5a5 \ubcf4\uac04 \ud6c4, \uac00\ub85c\ubc29\ud5a5 \ubcf4\uac04\uc774 \uc644\ub8cc\ub41c \ud53d\uc140 \uc815\ubcf4\ub97c \uc774\uc6a9\ud558\uc5ec \uc81c2 \ud558\ud504 \ud53d\uc140\uacfc \uc81c2 \ucffc\ud130 \ud53d\uc140\uc744 \uad6c\ud558\ub294 \uc138\ub85c\ubc29\ud5a5 \ubcf4\uac04 \uacfc\uc815\uacfc \uac00\ub85c\ubc29\ud5a5 \ubcf4\uac04\uacfc \uc138\ub85c\ubc29\ud5a5 \ubcf4\uac04\uc744 \uc218\ud589 \ud6c4 \uc0dd\uc131\ub418\ub294 \uc81c3 \ud558\ud504 \ud53d\uc140\uacfc \uc81c3 \ucffc\ud130 \ud53d\uc140 \uc911 \uac00\ub85c\ubc29\ud5a5\uc5d0 \uc704\uce58\ud558\ub294 \uc81c3 \ud558\ud504 \ud53d\uc140\uacfc \ub300\uac01\uc120\uc5d0 \uc704\uce58\ud558\ub294 \uc81c3 \ud558\ud504 \ud53d\uc140\uc744 \uc774\uc6a9\ud558\uc5ec \uc81c3 \ucffc\ud130 \ud53d\uc140\uc744 \uad6c\ud558\ub294 \ub300\uac01\uc120 \uc138\ub85c\ubc29\ud5a5 \ubcf4\uac04 \uacfc\uc815\uc744 \ud3ec\ud568\ud55c\ub2e4. \ub610\ud55c, \uc0c1\uae30 \ubcf4\uac04 \uacfc\uc815\uc740 \ud504\ub85c\uc138\uc5d0 \uc758\ud574 \uc9c0\uc6d0\ub418\ub294 SIMD(Single Instruction Multiple Data) \uba85\ub839\uc5b4\uc5d0 \uc758\ud574 \uc218\ud589\ub41c\ub2e4.
\uc774\uc5d0 , \ubcf8 \ubc1c\uba85\uc740 SIMD \uba85\ub839\uc5b4\ub97c \uc774\uc6a9\ud574 \uac00\ub85c\ubc29\ud5a5 \ubcf4\uac04\uacfc \uc138\ub85c\ubc29\ud5a5 \ubcf4\uac04\uc744 \uc218\ud589\ud568\uc73c\ub85c\uc368, \uc5f0\uc0b0\ub7c9\uc774 \uc904\uc5b4 \ub370\uc774\ud130 \ucc98\ub9ac\uc18d\ub3c4\uac00 \ube60\ub978 \ud6a8\uacfc\uac00 \uc788\ub2e4.<\/cite><\/blockquote>\n\n\n\n\n(\ud2b9\ud5c8\ub4f1\ub85d) \uc720\uc0c1\uc900, \uc190\ucc44\ubd09, \uba85\uc9c4\uc218, \uc624\uc2b9\uc900, “\uc601\uc0c1\ucc98\ub9ac\uc758 \uc815\uc218 \ubcc0\ud658 \ubc29\ubc95 \ubc0f \uadf8\uc758 \ud504\ub85c\uc138\uc11c”, \uc81c 10-0790846 \ud638, 2007\ub144 12\uc6d4 26\uc77c<\/p>\n\ubcf8 \ubc1c\uba85\uc740 \uc601\uc0c1\uc2e0\ud638 \ub0b4\uc758 \uacf5\uac04\uc801 \uc911\ubcf5\uc744 \uc904\uc774\uae30 \uc704\ud574 2D DCT(Discrete Cosine Transform)\ub97c \uc218\ud589\ud568\uc5d0 \uc788\uc5b4 \uc601\uc0c1 \ubc0f \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uc601\uc0c1\ucc98\ub9ac\uc758 \uc815\uc218 \ubcc0\ud658 \ubc29\ubc95 \ubc0f \uadf8\uc758 \ud504\ub85c\uc138\uc11c\uc5d0 \uad00\ud55c \uac83\uc73c\ub85c, SIMD \ud658\uacbd\uc5d0\uc11c \uc804\uce58 \uacfc\uc815\uacfc \ubc84\ud130\ud50c\ub77c\uc774 \ubc29\ubc95\uc744 \uc774\uc6a9\ud574 2D DCT \uc815\uc218\ubcc0\ud658\uc744 \uc218\ud589\ud568\uc73c\ub85c\uc368, \uc62c\ub824\ub193\uae30(load), \uc800\uc7a5\ud558\uae30(store), \uc62e\uae30\uae30(mov)\uc640 \uac19\uc740 \uba85\ub839\uc744 \ubc30\uc81c\ud558\uc5ec \uc601\uc0c1 \ubc0f \ub370\uc774\ud130\uc758 \ucc98\ub9ac\uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud6a8\uacfc\uac00 \uc788\ub2e4.
\uc774\uc5d0 \ubcf8 \ubc1c\uba85\uc758 \uc815\uc218\ubcc0\ud658 \ubc29\ubc95\uc740 \ud589\ub82c\uc744 \uac16\ub294 \uc785\ub825 \ub370\uc774\ud130\uac00 \ud589\uacfc \uc5f4\uc774 \ubc14\ub00c\ub294 \uc81c1 \uc804\uce58(Transpose) \ub2e8\uacc4\uc640 \uc0c1\uae30 \uc81c1 \uc804\uce58\uc5d0 \uc758\ud574 \ubc1c\uc0dd\ub41c \ub370\uc774\ud130\ub97c \uc81c1 \ubc84\ud130\ud50c\ub77c\uc774(Butterfly) \ubc29\ubc95\uc73c\ub85c 1D DCT \uc815\uc218\ubcc0\ud658\ud558\ub294 \ub2e8\uacc4\uc640 \uc0c1\uae30 \uc81c1 \ubc84\ud130\ud50c\ub77c\uc774 \ubc29\ubc95\uc5d0 \uc758\ud574 \uc815\uc218\ubcc0\ud658\ub41c \ub370\uc774\ud130\uac00 \ud589\uacfc \uc5f4\uc774 \ubc14\uafb8\ub294 \uc81c 2 \uc804\uce58 \ub2e8\uacc4\uc640 \uc0c1\uae30 \uc81c2 \uc804\uce58\uc5d0 \uc758\ud574 \ubc1c\uc0dd\ub41c \ub370\uc774\ud130\ub97c \uc81c2 \ubc84\ud130\ud50c\ub77c\uc774 \ubc29\ubc95\uc73c\ub85c 2D DCT \uc815\uc218\ubcc0\ud658\ud558\ub294 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud55c\ub2e4. \uc0c1\uae30 \uc81c1 \uc804\uce58, \uc81c 2 \uc804\uce58 \ub2e8\uacc4 \ubc0f \uc81c1, \uc81c2 \ubc84\ud130 \ud50c\ub77c\uc774 \ubc29\ubc95\uc740 \ud504\ub85c\uc138\uc11c\uc5d0\uc11c \uc81c\uacf5\ub418\ub294 SIMD(Single Instruction Multiple Data) \uba85\ub839\uc5b4\uc5d0 \uc758\ud574 \uc218\ud589\ub41c\ub2e4. \uc544\uc6b8\ub7ec, \uc0c1\uae30 \uc815\uc218 \ubcc0\ud658 \ubc29\ubc95\uc744 \uc218\ud589\ud558\ub294 \uc601\uc0c1\ucc98\ub9ac\uc758 \ud504\ub85c\uc138\uc11c\ub97c \ud3ec\ud568\ud55c\ub2e4.<\/cite><\/blockquote>\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
(\ud2b9\ud5c8\ub4f1\ub85d) \ubc15\ucc2c\uc77c, \uc190\ucc44\ubd09, “AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \uc801\ub300\uc801 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95”, \uc81c 10-2253402 \ud638, 2021\ub144 05\uc6d4 12\uc77c \ubcf8 \ubc1c\uba85\uc740 AI\ubc29\uc2dd\uc744 \uc774\uc6a9\ud55c \uc801\ub300\uc801 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc7a5\uce58 \ubc0f \uadf8 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac83\uc774\ub2e4. \ubcf8 \ubc1c\uba85\uc5d0 \ub530\ub974\uba74, \uc801\ub300\uc801 \uc774\ubbf8\uc9c0\ub85c \ubcc0\ud615\ud558\uace0\uc790 \ud558\ub294 \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub97c \uc218\uc2e0\ud558\ub294 \uc218\uc2e0\ubd80, \uc0c1\uae30 \uc218\uc2e0\ub41c \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub85c\ubd80\ud130 \uac1d\uccb4 \uc778\uc2dd\uc744 \uc218\ud589\ud55c \ub2e4\uc74c, CAM(Class Activation Map)\uc744 \uc774\uc6a9\ud558\uc5ec \uc778\uc2dd\ub41c \uac1d\uccb4\ub85c\ubd80\ud130 \ud2b9\uc9d5\uc744 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-314","page","type-page","status-publish","hentry"],"yoast_head":"\n
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