{"id":174006,"date":"2025-02-10T11:13:51","date_gmt":"2025-02-10T11:13:51","guid":{"rendered":"https:\/\/flypix.ai\/?p=174006"},"modified":"2025-02-10T11:13:53","modified_gmt":"2025-02-10T11:13:53","slug":"deep-learning-segmentation","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ko\/deep-learning-segmentation\/","title":{"rendered":"\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560: \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc"},"content":{"rendered":"<p>\uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc774\ubbf8\uc9c0\ub97c \uc758\ubbf8 \uc788\ub294 \uc138\uadf8\uba3c\ud2b8\ub85c \ubd84\ud560\ud558\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uc911\uc694\ud55c \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc758 \uc9c4\ud654\uc640 \ud568\uaed8 \ubd84\ud560 \uae30\uc220\uc740 \uc0c1\ub2f9\ud788 \ubc1c\uc804\ud558\uc5ec \ub9e4\uc6b0 \uc815\ud655\ud55c \uac1d\uccb4 \uac10\uc9c0 \ubc0f \ubd84\ub958\uac00 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd \ubd84\ud560, \uadf8 \uae30\uc220, \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ubc0f \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-1024x576.jpg\" alt=\"\" class=\"wp-image-173802\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-1024x576.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-300x169.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-768x432.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-1536x864.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-2048x1152.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-18x10.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\uc774\ubbf8\uc9c0 \ubd84\ud560 \uc774\ud574: \uc6d0\ub9ac, \uae30\uc220 \ubc0f \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8<\/h2>\n\n\n\n<p>\uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc758\ubbf8 \uc788\ub294 \ubd84\uc11d\uacfc \uc774\ud574\ub97c \uc6a9\uc774\ud558\uac8c \ud558\uae30 \uc704\ud574 \uc774\ubbf8\uc9c0\ub97c \uc5ec\ub7ec \uc601\uc5ed\uc73c\ub85c \ubd84\ud560\ud558\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uae30\ubcf8 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uc804\uccb4 \uc774\ubbf8\uc9c0\uc5d0 \ub2e8\uc77c \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub418\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958\uc640 \ub2ec\ub9ac \ubd84\ud560\uc740 \uac1c\ubcc4 \ud53d\uc140\uc5d0 \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud558\uc5ec \uc774\ubbf8\uc9c0 \ub0b4\uc758 \ub2e4\uc591\ud55c \uac1d\uccb4, \uad6c\uc870 \ub610\ub294 \uc601\uc5ed\uc744 \uc815\ud655\ud558\uac8c \uad6c\ubd84\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc218\uc900\uc758 \uc138\ubd80 \uc815\ubcf4\ub294 \uc758\ub8cc \uc601\uc0c1, \uc790\uc728 \uc8fc\ud589, \uc0b0\uc5c5 \uac80\uc0ac \ubc0f \uc704\uc131 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \ud3ec\ud568\ud55c \uc218\ub9ce\uc740 \uc2e4\uc81c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ubbf8\uc9c0\ub97c \ubd84\ud560\ud558\uba74 \uc6d0\uc2dc \uc2dc\uac01 \ub370\uc774\ud130\uc758 \ubcf5\uc7a1\uc131\uc774 \uc904\uc5b4\ub4e4\uc5b4 \uc778\uacf5 \uc9c0\ub2a5(AI) \uc2dc\uc2a4\ud15c\uc774 \uc804\uccb4 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\ub294 \ub300\uc2e0 \uad00\ub828 \uc601\uc5ed\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 AI \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub354 \ub098\uc740 \uac1d\uccb4 \uc778\uc2dd, \ud5a5\uc0c1\ub41c \uae30\ub2a5 \ucd94\ucd9c \ubc0f \ud5a5\uc0c1\ub41c \uc758\uc0ac \uacb0\uc815 \uae30\ub2a5\uc774 \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc758 \uc885\ub958<\/h3>\n\n\n\n<p>\uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ud504\ub85c\uc138\uc2a4\ub85c, \uae30\uacc4\uac00 \uc0c9\uc0c1, \uc9c8\uac10 \ub610\ub294 \uac1d\uccb4 \uacbd\uacc4\uc640 \uac19\uc740 \ud2b9\uc815 \ud2b9\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc5ec\ub7ec \uc601\uc5ed\uc73c\ub85c \ubd84\ud560\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc758\ub8cc \uc601\uc0c1, \uc790\uc728 \uc8fc\ud589, \uc6d0\uaca9 \uac10\uc9c0\uc640 \uac19\uc774 \uc138\ubd80\uc801\uc778 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc791\uc5c5\uc758 \ubcf5\uc7a1\uc131\uacfc \ud544\uc694\ud55c \uc138\ubd80 \uc815\ubcf4 \uc218\uc900\uc5d0 \ub530\ub77c \ubd84\ud560\uc740 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\uccb4\ub85c \uc758\ubbf8 \ubd84\ud560, \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560, \ud30c\ub178\ub77c\ub9c8 \ubd84\ud560\ub85c \ubd84\ub958\ub418\uba70, \uac01\uac01 \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uace0\uc720\ud55c \ubaa9\uc801\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc744 \uc774\ud574\ud558\uba74 \uc8fc\uc5b4\uc9c4 \ubb38\uc81c\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uba70 AI \uae30\ubc18 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\uc640 \ud6a8\uc728\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc758\ubbf8\ub860\uc801 \uc138\ubd84\ud654<\/h4>\n\n\n\n<p>\uc758\ubbf8\ub860\uc801 \uc138\ubd84\ud654\ub294 \uc774\ubbf8\uc9c0\uc758 \ubaa8\ub4e0 \ud53d\uc140\uc5d0 \uce74\ud14c\uace0\ub9ac \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud558\ub294 \ud53d\uc140\ubcc4 \ubd84\ub958 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub3d9\uc77c\ud55c \uac1d\uccb4 \ud074\ub798\uc2a4\uc758 \uc5ec\ub7ec \uc778\uc2a4\ud134\uc2a4\ub97c \uad6c\ubcc4\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac70\ub9ac \uc7a5\uba74\uc5d0\uc11c \ubaa8\ub4e0 \ucc28\ub7c9\uc5d0 \ub2e4\ub978 \ucc28\ub7c9\uc778\uc9c0 \uc5ec\ubd80\uc640 \uad00\uacc4\uc5c6\uc774 \ub3d9\uc77c\ud55c &quot;car&quot; \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc758\ubbf8\ub860\uc801 \uc138\ubd84\ud654\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc790\uc728 \uc8fc\ud589\ucc28:<\/strong> \ub3c4\ub85c, \ubcf4\ud589\uc790, \ucc28\ub7c9, \uc7a5\uc560\ubb3c\uc744 \uad6c\ubd84\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc758\ub8cc \uc601\uc0c1:<\/strong> \uc7a5\uae30, \uc885\uc591 \ubc0f \ud574\ubd80\ud559\uc801 \uad6c\uc870\ub97c \uc138\ubd84\ud654\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc704\uc131 \uc774\ubbf8\uc9c0 \ubd84\uc11d:<\/strong> \ud1a0\uc9c0 \uc720\ud615, \uc2dd\uc0dd, \uc218\uc5ed\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\uc778\uc2a4\ud134\uc2a4 \uc138\ubd84\ud654<\/h4>\n\n\n\n<p>\uc778\uc2a4\ud134\uc2a4 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 \uac01 \ud53d\uc140\uc744 \ubd84\ub958\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ub3d9\uc77c\ud55c \ud074\ub798\uc2a4\uc758 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uad6c\ubcc4\ud568\uc73c\ub85c\uc368 \uc758\ubbf8\ub860\uc801 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4. \uc989, \uc774\ubbf8\uc9c0\uc758 \ubaa8\ub4e0 \ucc28\ub7c9\uc5d0 \uc77c\ubc18\uc801\uc778 &quot;\uc790\ub3d9\ucc28&quot; \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud558\ub294 \ub300\uc2e0 \uc778\uc2a4\ud134\uc2a4 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 \uac01 \uac1c\ubcc4 \ucc28\ub7c9\uc5d0 \uace0\uc720\ud55c \uc2dd\ubcc4\uc790\ub97c \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \uc720\ud615\uc758 \uc138\ubd84\ud654\ub294 \ud2b9\ud788 \ub2e4\uc74c\uacfc \uac19\uc740 \uacbd\uc6b0\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc18c\ub9e4 \ubc0f \uac10\uc2dc:<\/strong> \ud55c \uc7a5\uba74\uc5d0\uc11c \uc5ec\ub7ec \uc0ac\ub78c\uc774\ub098 \uc0ac\ubb3c\uc744 \uc2dd\ubcc4\ud558\uace0 \ucd94\uc801\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub18d\uc5c5:<\/strong> \uc790\ub3d9 \uc218\ud655 \uc2dc\uc2a4\ud15c\uc744 \uc704\ud574 \uac1c\ubcc4 \uc2dd\ubb3c\uc774\ub098 \uacfc\uc77c\uc744 \uad6c\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc758\ub8cc \uc601\uc0c1:<\/strong> \ud604\ubbf8\uacbd \uc774\ubbf8\uc9c0\uc5d0\uc11c \uacb9\uccd0\uc9c4 \uc138\ud3ec\ub098 \uc870\uc9c1\uc744 \uad6c\ubd84\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc740 \ubcf4\ub2e4 \uc138\ubc00\ud55c \uc138\ubd80 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uba70 \uc885\uc885 \uac1d\uccb4 \uac10\uc9c0 \ubaa8\ub378\uacfc \ud568\uaed8 \uc0ac\uc6a9\ub418\uc5b4 \uc7a5\uba74 \uc774\ud574\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uae30\uc874 \uc774\ubbf8\uc9c0 \ubd84\ud560 \ubc29\ubc95 \ub300 \ub525 \ub7ec\ub2dd \uc811\uadfc \ubc29\uc2dd<\/h3>\n\n\n\n<p>\uc218\ub144\uc5d0 \uac78\uccd0 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \uae30\uc220\uc5d0\uc11c \uace0\uae09 \ub525 \ub7ec\ub2dd \ubaa8\ub378\ub85c \ubc1c\uc804\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uae30\uc874\uc758 \uc774\ubbf8\uc9c0 \ubd84\ud560 \ubc29\ubc95<\/h4>\n\n\n\n<p>\ub525 \ub7ec\ub2dd\uc774 \ub4f1\uc7a5\ud558\uae30 \uc804\uc5d0\ub294 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud55c \uae30\uc874 \uc811\uadfc \ubc29\uc2dd\uc5d0 \uc758\uc874\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc784\uacc4\uac12 \uc124\uc815:<\/strong> \ud53d\uc140 \uac15\ub3c4 \uac12\uc744 \uae30\uc900\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc601\uc5ed\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4. \ub300\ube44\uac00 \ub192\uc740 \uc774\ubbf8\uc9c0\uc5d0\uc11c\ub294 \uc720\uc6a9\ud558\uc9c0\ub9cc \ubcf5\uc7a1\ud55c \uc7a5\uba74\uc5d0\uc11c\ub294 \ud6a8\uacfc\uc801\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc9c0\uc5ed \uae30\ubc18 \uc138\ubd84\ud654:<\/strong> \uc0c9\uc0c1\uc774\ub098 \uc9c8\uac10\uacfc \uac19\uc740 \uc720\uc0ac\uc131 \uae30\uc900\uc5d0 \ub530\ub77c \ud53d\uc140\uc744 \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \uc601\uc5ed \ud655\uc7a5 \uc54c\uace0\ub9ac\uc998\uc740 \uc2dc\ub4dc \ud53d\uc140\uc5d0\uc11c \ud655\uc7a5\ub418\uc5b4 \uc77c\uad00\ub41c \uc601\uc5ed\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc5d0\uc9c0 \uac10\uc9c0 \ubc29\ubc95:<\/strong> \uac15\ub3c4 \ubcc0\ud654\ub97c \uac10\uc9c0\ud558\uc5ec \uac1d\uccb4 \uacbd\uacc4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. Canny \uc5d0\uc9c0 \uac80\ucd9c\uae30\uc640 \uac19\uc740 \uae30\uc220\uc740 \uac1d\uccb4 \uacbd\uacc4 \uac10\uc9c0\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\ubc18 \uc138\ubd84\ud654:<\/strong> K-means\uc640 \uac19\uc740 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \ud2b9\uc131\uc744 \uac00\uc9c4 \ud53d\uc140\uc744 \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \uac04\ub2e8\ud55c \uc774\ubbf8\uc9c0\uc5d0\ub294 \ud6a8\uacfc\uc801\uc774\uc9c0\ub9cc \ub192\uc740 \uac00\ubcc0\uc131\uc5d0\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc6cc\ud130\uc170\ub4dc \uc54c\uace0\ub9ac\uc998:<\/strong> \ud68c\uc0c9\uc870 \uc774\ubbf8\uc9c0\ub97c \uc9c0\ud615 \ud45c\uba74\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \uac00\uc7a5 \ub192\uc740 \uac15\ub3c4\uc758 \uc601\uc5ed\uc744 \uae30\uc900\uc73c\ub85c \ubd84\ud560\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \ucd08\uae30 \ucef4\ud4e8\ud130 \ube44\uc804 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uc5c8\uc9c0\ub9cc, \uc885\uc885 \uc218\ub3d9 \ub9e4\uac1c\ubcc0\uc218 \uc870\uc815\uc774 \ud544\uc694\ud588\uace0 \ubcf5\uc7a1\ud55c \ubc30\uacbd, \uc870\uba85 \ubcc0\ud654, \ud3d0\uc0c9 \ubb38\uc81c\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\ub525\ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560<\/h4>\n\n\n\n<p>\ub525 \ub7ec\ub2dd\uc740 \ubaa8\ub378\uc774 \uc218\ub3d9 \uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc5c6\uc774 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud568\uc73c\ub85c\uc368 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uc740 \ucd5c\uc2e0 \ubd84\ud560 \uae30\uc220\uc758 \uc911\ucd94\uac00 \ub418\uc5b4 \ucd5c\ucca8\ub2e8 \uc815\ud655\ub3c4\uc640 \uacac\uace0\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc138\ubd84\ud654\ub97c \uc704\ud55c \uc8fc\uc694 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc644\uc804 \ud569\uc131 \ub124\ud2b8\uc6cc\ud06c(FCN):<\/strong> CNN\uc758 \uc644\uc804\ud788 \uc5f0\uacb0 \uacc4\uce35\uc744 \ud569\uc131\uacf1 \uacc4\uce35\uc73c\ub85c \ub300\uccb4\ud558\uc5ec \uacf5\uac04 \uc815\ubcf4\ub97c \uc720\uc9c0\ud558\uace0 \ud53d\uc140 \ub2e8\uc704 \ubd84\ub958\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc720\ub137:<\/strong> \uc815\ubc00\ud55c \uc758\ub8cc \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \uc704\ud574 \uc778\ucf54\ub354-\ub514\ucf54\ub354 \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9c8\uc2a4\ud06c R-CNN:<\/strong> \ubd84\ud560 \ube0c\ub79c\uce58\ub97c \ucd94\uac00\ud558\uc5ec Faster R-CNN\uc744 \ud655\uc7a5\ud558\uc5ec \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uac8c \ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub525\ub7a9:<\/strong> \ub2e4\uc911 \uc2a4\ucf00\uc77c \uae30\ub2a5 \ucd94\ucd9c\uc744 \uc704\ud574 \uc544\ud2b8\ub85c\uc2a4(\ud655\uc7a5) \ud569\uc131\uacf1\uc744 \ud1b5\ud569\ud558\uc5ec \uc815\ud655\ub3c4\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc138\uadf8\uba3c\ud2b8 \ubaa8\ub4e0 \uac83 \ubaa8\ub378(SAM):<\/strong> \ud2b9\ubcc4\ud55c \ud6c8\ub828 \uc5c6\uc774\ub3c4 \uac1d\uccb4\ub97c \ubd84\ud560\ud560 \uc218 \uc788\ub294 Meta AI\uac00 \uac1c\ubc1c\ud55c \ucd5c\ucca8\ub2e8 \uc81c\ub85c\uc0f7 \ubd84\ud560 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc774\ub7ec\ud55c \ub525 \ub7ec\ub2dd \uae30\uc220\uc740 \uc815\ud655\ub3c4, \uc77c\ubc18\ud654 \ubc0f \ud6a8\uc728\uc131 \uce21\uba74\uc5d0\uc11c \uae30\uc874 \uc138\ubd84\ud654 \ubc29\ubc95\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4. \uc758\ub8cc \uc601\uc0c1, \uc790\uc728 \uc8fc\ud589, \uc0b0\uc5c5 \uac80\uc0ac \ubc0f \uae30\ud0c0 AI \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uae30\uc874 vs. \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654 \uc811\uadfc \ubc29\uc2dd<\/h2>\n\n\n\n<p>\uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc218\ub144\uc5d0 \uac78\uccd0 \ud06c\uac8c \ubc1c\uc804\ud558\uc5ec \uae30\uc874 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc5d0\uc11c \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uc804\ud658\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uae30\uc874 \ubc29\ubc95\uc740 \ud53d\uc140 \uac15\ub3c4, \ud14d\uc2a4\ucc98 \ubc0f \uc5d0\uc9c0 \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\ub97c \uc758\ubbf8 \uc788\ub294 \uc601\uc5ed\uc73c\ub85c \ubd84\ud560\ud558\ub294 \uc218\ub3d9\uc73c\ub85c \uc81c\uc791\ub41c \uc54c\uace0\ub9ac\uc998\uc5d0 \uc758\uc874\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub525 \ub7ec\ub2dd\uc758 \ucd9c\ud604\uc73c\ub85c \ubd84\ud560 \uc815\ud655\ub3c4\uc640 \ud6a8\uc728\uc131\uc774 \uadf9\uc801\uc73c\ub85c \ud5a5\uc0c1\ub418\uc5b4 \ub354 \ubcf5\uc7a1\ud558\uace0 \uc801\uc751\uc801\uc778 \ubd84\ud560 \uc791\uc5c5\uc774 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c \uae30\uc874 \ubc0f \ub525 \ub7ec\ub2dd \uae30\ubc18 \ubd84\ud560 \uae30\uc220, \uac15\uc810 \ubc0f \ud55c\uacc4\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc804\ud1b5\uc801\uc778 \uc138\ubd84\ud654 \ubc29\ubc95<\/h3>\n\n\n\n<p>\uae30\uc874\uc758 \uc774\ubbf8\uc9c0 \ubd84\ud560 \ubc29\ubc95\uc740 \uc218\ud559 \ubc0f \uc54c\uace0\ub9ac\uc998 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubbf8\ub9ac \uc815\uc758\ub41c \uaddc\uce59\uc5d0 \ub530\ub77c \uc774\ubbf8\uc9c0\ub97c \ubd84\ud560\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \uc885\uc885 \ube60\ub974\uace0 \uacc4\uc0b0 \ube44\uc6a9\uc774 \uc800\ub834\ud558\uc9c0\ub9cc \ub178\uc774\uc988, \ud3d0\uc0c9 \ub610\ub294 \ub2e4\uc591\ud55c \uc870\uba85 \uc870\uac74\uc774 \ud3ec\ud568\ub41c \ubcf5\uc7a1\ud55c \uc774\ubbf8\uc9c0\uc5d0\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \uc784\uacc4\uac12 \uc124\uc815<\/h4>\n\n\n\n<p>\uc784\uacc4\uac12 \uc124\uc815\uc740 \ud53d\uc140\uc744 \uac15\ub3c4 \uac12\uc5d0 \ub530\ub77c \ub450 \uac1c \uc774\uc0c1\uc758 \ubc94\uc8fc\ub85c \ubd84\ub958\ud558\ub294 \uac00\uc7a5 \uac04\ub2e8\ud55c \ubd84\ud560 \uae30\uc220 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc0ac\uc804 \uc815\uc758\ub41c \uc784\uacc4\uac12\uc774 \uc124\uc815\ub418\uace0 \ud53d\uc140\uc740 \uac15\ub3c4\uac00 \uc784\uacc4\uac12\ubcf4\ub2e4 \ub192\uac70\ub098 \ub0ae\uc740\uc9c0\uc5d0 \ub530\ub77c \ub2e4\ub978 \uc601\uc5ed\uc5d0 \ud560\ub2f9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc804\uc5ed \uc784\uacc4\uac12<\/strong> \uc804\uccb4 \uc774\ubbf8\uc9c0\uc5d0 \ub2e8\uc77c \uc784\uacc4\uac12\uc744 \uc0ac\uc6a9\ud558\ubbc0\ub85c \uc870\uba85\uc774 \uade0\uc77c\ud55c \uc774\ubbf8\uc9c0\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc801\uc751\ud615 \uc784\uacc4\uac12 \uc124\uc815<\/strong> \uc774\ubbf8\uc9c0\uc758 \ub2e4\ub978 \ubd80\ubd84\uc5d0 \ub300\ud55c \uc784\uacc4\uac12\uc744 \ub3d9\uc801\uc73c\ub85c \uacb0\uc815\ud558\ubbc0\ub85c \ubc1d\uae30 \uc218\uc900\uc774 \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc81c\ud55c \uc0ac\ud56d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc870\uba85 \ubcc0\ud654\uac00 \ubcf5\uc7a1\ud55c \uc774\ubbf8\uc9c0\uc5d0\uc11c\ub294 \uc2e4\ud328\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc720\uc0ac\ud55c \uac15\ub3c4\uc758 \ubb3c\uccb4\ub97c \uad6c\ubcc4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub178\uc774\uc988\uc5d0 \ubbfc\uac10\ud558\uba70 \ubd80\ub4dc\ub7fd\uac8c \ud558\uae30\ub098 \ub178\uc774\uc988 \uc81c\uac70\uc640 \uac19\uc740 \uc804\ucc98\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \uc9c0\uc5ed \uc131\uc7a5<\/h4>\n\n\n\n<p>\uc601\uc5ed \ud655\uc7a5\uc740 \ucd08\uae30 \uc2dc\ub4dc \ud53d\uc140\ub85c \uc2dc\uc791\ud558\uc5ec \uc0c9\uc0c1\uc774\ub098 \uc9c8\uac10\uacfc \uac19\uc740 \uc720\uc0ac\ud55c \uc18d\uc131\uc744 \uac00\uc9c4 \uc774\uc6c3 \ud53d\uc140\uc744 \ud3ec\ud568\uc2dc\ucf1c \uc601\uc5ed\uc744 \ud655\uc7a5\ud558\ub294 \ubd84\ud560 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc774 \uc54c\uace0\ub9ac\uc998\uc740 \uc720\uc0ac\uc131 \uae30\uc900\uc744 \ucda9\uc871\ud558\ub294 \ud55c \uacc4\uc18d\ud574\uc11c \ud53d\uc140\uc744 \uc131\uc7a5 \uc601\uc5ed\uc5d0 \ucd94\uac00\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uacfc\ub3c4\ud55c \uc131\uc7a5\uacfc \uc5ec\ub7ec \uc9c0\uc5ed\uc758 \ud569\ubcd1\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc911\ub2e8 \uae30\uc900\uc744 \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc81c\ud55c \uc0ac\ud56d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc885\uc790 \uc9c0\uc810 \uc120\ud0dd\uc5d0 \ud06c\uac8c \uc88c\uc6b0\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub108\ubb34 \ub9ce\uc740 \uc9c0\uc5ed\uc774 \ud615\uc131\ub418\uba74 \uacfc\ub3c4\ud55c \ubd84\ud560\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc18c\uc74c\uc5d0 \ubbfc\uac10\ud558\uc5ec \ubd88\uaddc\uce59\ud55c \uc131\uc7a5\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \uc5d0\uc9c0 \uac10\uc9c0 \uae30\ubc18 \uc138\ubd84\ud654<\/h4>\n\n\n\n<p>\uc5d0\uc9c0 \uac10\uc9c0 \uae30\uc220\uc740 \uac15\ub3c4 \ubcc0\ud654\uc5d0 \ub530\ub77c \uc774\ubbf8\uc9c0\uc758 \ub2e4\ub978 \uac1d\uccb4 \uac04\uc758 \uacbd\uacc4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc5d0\uc9c0 \uac10\uc9c0 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc18c\ubca8 \uc6b4\uc601\uc790:<\/strong> \uac15\ub3c4\uc758 \uae30\uc6b8\uae30\ub97c \uae30\uc900\uc73c\ub85c \ubaa8\uc11c\ub9ac\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uce90\ub2c8 \uc5d0\uc9c0 \uac10\uc9c0\uae30:<\/strong> \uc815\ud655\ud55c \uc5d0\uc9c0\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud574 \uac00\uc6b0\uc2dc\uc548 \ud3c9\ud65c\ud654, \uadf8\ub798\ub514\uc5b8\ud2b8 \uac10\uc9c0, \uc5d0\uc9c0 \uc587\uac8c \ud558\uae30\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>Prewitt and Roberts \uc6b4\uc601\uc790:<\/strong> Sobel\uacfc \uc720\uc0ac\ud558\uac8c \uc791\ub3d9\ud558\uc9c0\ub9cc \ud569\uc131\uacf1 \ucee4\ub110\uc774 \ub2e4\ub985\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ubaa8\uc11c\ub9ac\uac00 \uac10\uc9c0\ub418\uba74 \uc724\uacfd\uc120 \uac10\uc9c0\ub098 \ud615\ud0dc\ud559\uc801 \uc5f0\uc0b0\uacfc \uac19\uc740 \ucd94\uac00 \ucc98\ub9ac\ub97c \uc801\uc6a9\ud558\uc5ec \uc758\ubbf8 \uc788\ub294 \uac1d\uccb4 \uacbd\uacc4\ub97c \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc81c\ud55c \uc0ac\ud56d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uac70\uc9d3\ub41c \ubaa8\uc11c\ub9ac\ub97c \uc0dd\uc131\ud558\ub294 \ub178\uc774\uc988\uac00 \ub9ce\uc740 \uc774\ubbf8\uc9c0\ub85c \uc778\ud574 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uac1d\uccb4\uc758 \uacbd\uacc4\uac00 \uc57d\ud558\uac70\ub098 \ubaa8\ud638\ud558\uba74 \uc2e4\ud328\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf8\uc9c8\uc801\uc73c\ub85c \uc644\uc804\ud55c \ubd84\ud560 \uc601\uc5ed\uc744 \uc0dd\uc131\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c \ucd94\uac00 \ucc98\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\ubc18 \uc138\ubd84\ud654<\/h4>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \uc720\uc0ac\uc131 \uae30\uc900\uc5d0 \ub530\ub77c \uc720\uc0ac\ud55c \ud53d\uc140\uc744 \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95 \uc911 \uc77c\ubd80\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1:<\/strong> \uac01 \ud074\ub7ec\uc2a4\ud130 \ub0b4 \ubd84\uc0b0\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \uac01 \ud53d\uc140\uc744 K\uac1c\uc758 \ud074\ub7ec\uc2a4\ud130 \uc911 \ud558\ub098\uc5d0 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud3c9\uade0 \uc774\ub3d9 \ud074\ub7ec\uc2a4\ud130\ub9c1:<\/strong> \ud2b9\uc9d5 \uacf5\uac04\uc5d0\uc11c \ud53d\uc140\uc758 \ubc00\ub3c4\ub97c \uae30\uc900\uc73c\ub85c \ud53d\uc140\uc744 \uadf8\ub8f9\ud654\ud558\ub294 \ube44\ubaa8\uc218 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\uc220\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud37c\uc9c0 C\ub294 \ub2e4\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/strong> \uac01 \ud53d\uc140\uc774 \ub2e4\uc591\ud55c \uc815\ub3c4\uc758 \uc18c\uc18d\uac10\uc744 \uc9c0\ub2cc \uc5ec\ub7ec \ud074\ub7ec\uc2a4\ud130\uc5d0 \uc18d\ud560 \uc218 \uc788\ub294 K-\ud3c9\uade0\uc758 \ubcc0\ud615\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc81c\ud55c \uc0ac\ud56d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud074\ub7ec\uc2a4\ud130 \uc218(K)\ub97c \uc218\ub3d9\uc73c\ub85c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc911\ucca9\ub41c \uac1d\uccb4 \uac15\ub3c4\ub97c \ud3ec\ud568\ud558\ub294 \uc774\ubbf8\uc9c0\uc5d0\ub294 \uc5b4\ub824\uc6c0\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub300\uc6a9\ub7c9 \uc774\ubbf8\uc9c0\uc758 \uacbd\uc6b0 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5. \uc6cc\ud130\uc170\ub4dc \uc54c\uace0\ub9ac\uc998<\/h4>\n\n\n\n<p>\uc720\uc5ed \uc54c\uace0\ub9ac\uc998\uc740 \uc774\ubbf8\uc9c0\ub97c \uc9c0\ud615 \ud45c\uba74\uc73c\ub85c \ucde8\uae09\ud558\ub294\ub370, \ud53d\uc140 \uac15\ub3c4\ub294 \uace0\ub3c4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc720\uc5ed\uc774 \uc9c0\uc5ed\uc801 \ucd5c\uc18c\uac12\uc5d0\uc11c \ub9cc\ub098\uc11c \uc11c\ub85c \ub2e4\ub978 \uac1d\uccb4\ub97c \uad6c\ubd84\ud558\ub294 \uacbd\uacc4\ub97c \ud615\uc131\ud560 \ub54c\uae4c\uc9c0 \ucee4\uc9c0\ub294 \ubc94\ub78c \uacfc\uc815\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub9c8\ucee4\ub294 \ubbf8\ub9ac \uc815\uc758\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4<\/strong> \uc138\ubd84\ud654 \uacfc\uc815\uc744 \uc548\ub0b4\ud558\uace0 \uacfc\ub3c4\ud55c \uc138\ubd84\ud654\ub97c \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud615\ud0dc\ud559\uc801 \uc5f0\uc0b0<\/strong> \uce68\uc2dd\uacfc \ud33d\ucc3d\uc740 \uc885\uc885 \uc720\uc5ed \ubd84\ud560 \uc804\uc5d0 \uc801\uc6a9\ub418\uc5b4 \uac1d\uccb4 \uacbd\uacc4\ub97c \uc138\ubd80\uc801\uc73c\ub85c \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc81c\ud55c \uc0ac\ud56d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub178\uc774\uc988\uac00 \uc788\ub294 \uacbd\uc6b0 \uacfc\ub3c4\ud55c \ubd84\ud560\uc774 \ud754\ud788 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc815\ud655\ud55c \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \ucd94\uac00\uc801\uc778 \uc804\ucc98\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc784\uacc4\uac12 \uc124\uc815\uacfc \uac19\uc740 \uac04\ub2e8\ud55c \ubc29\ubc95\uc5d0 \ube44\ud574 \uacc4\uc0b0 \uc9d1\uc57d\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-1024x575.jpeg\" alt=\"\" class=\"wp-image-173937\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-1024x575.jpeg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-300x169.jpeg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-768x432.jpeg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-18x10.jpeg 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11.jpeg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\ub525\ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654<\/h3>\n\n\n\n<p>\ub525 \ub7ec\ub2dd\uc740 \ubaa8\ub378\uc774 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc9c1\uc811 \uacc4\uce35\uc801 \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \uc218\uc791\uc5c5 \uaddc\uce59\uc5d0 \uc758\uc874\ud558\ub294 \uae30\uc874 \ubc29\ubc95\uacfc \ub2ec\ub9ac \ub525 \ub7ec\ub2dd \uae30\ubc18 \ubd84\ud560 \ubaa8\ub378\uc740 \ud53d\uc140 \uc218\uc900\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uace0 \ubd84\ub958\ud558\uc5ec \ub354\uc6b1 \uc801\uc751\ub825 \uc788\uace0 \uacac\uace0\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \uc644\uc804 \ud569\uc131 \ub124\ud2b8\uc6cc\ud06c(FCN)<\/h4>\n\n\n\n<p>FCN\uc740 \uae30\uc874 CNN\uc758 \uc644\uc804 \uc5f0\uacb0 \uacc4\uce35\uc744 \ud569\uc131 \uacc4\uce35\uc73c\ub85c \ub300\uccb4\ud558\uc5ec \uacf5\uac04 \uc815\ubcf4\ub97c \ubcf4\uc874\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub124\ud2b8\uc6cc\ud06c\ub294 \uac1d\uccb4 \uad6c\uc870\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \uc720\uc9c0\ud558\uba74\uc11c \ubaa8\ub4e0 \ud53d\uc140\uc744 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub124\ud2b8\uc6cc\ud06c\ub294 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\ub294 \uc778\ucf54\ub354\uc640 \ud2b9\uc9d5\uc744 \uc6d0\ub798 \uc774\ubbf8\uc9c0 \ud574\uc0c1\ub3c4\ub85c \uc5c5\uc2a4\ucf00\uc77c\ud558\ub294 \ub514\ucf54\ub354\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>FCN\uc740 \ub9ce\uc740 \ud604\ub300\uc801 \uc138\ubd84\ud654 \ubaa8\ub378\uc758 \uae30\ubc18\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc7a5\uc810:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc784\uc758\uc758 \ud06c\uae30\uc758 \uc774\ubbf8\uc9c0\ub97c \ubd84\ud560\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc815\ud655\ud55c \uc138\ubd84\ud654\ub97c \uc704\ud574 \ud53d\uc140 \ub2e8\uc704 \ubd84\ub958\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc2e4\uc81c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc798 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \uc720\ub137<\/h4>\n\n\n\n<p>U-Net\uc740 \uc0dd\ubb3c\uc758\ud559 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uace0\uae09 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774\ub294 \uc5c5\uc0d8\ud50c\ub9c1 \uc911\uc5d0 \uc800\uc218\uc900 \uacf5\uac04\uc801 \ud2b9\uc9d5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \uc2a4\ud0b5 \uc5f0\uacb0\uc774 \uc788\ub294 \uc778\ucf54\ub354-\ub514\ucf54\ub354 \uc544\ud0a4\ud14d\ucc98\ub97c \ub530\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc885\uc591 \uac10\uc9c0, \uc7a5\uae30 \ubd84\ud560\uc744 \ud3ec\ud568\ud55c \uc758\ub8cc \uc601\uc0c1 \ubd84\ud560\uc744 \uc704\ud574 \ud2b9\ubcc4\ud788 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130 \uc99d\uac15 \uc804\ub7b5\uc744 \ud65c\uc6a9\ud558\ubbc0\ub85c \uc18c\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8 \ucc98\ub9ac\uc5d0 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc7a5\uc810:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>FCN\ubcf4\ub2e4 \uc138\ubd80\uc801\uc778 \uc0ac\ud56d\uc744 \ub354 \uc798 \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0dd\ubb3c\uc758\ud559 \uc751\uc6a9 \ubd84\uc57c\uc640 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc81c\ud55c\ub41c \ud6c8\ub828 \ub370\uc774\ud130\ub85c\ub3c4 \uc791\uc5c5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \ub9c8\uc2a4\ud06c R-CNN<\/h4>\n\n\n\n<p>Mask R-CNN\uc740 \uac10\uc9c0\ub41c \uac1d\uccb4\uc5d0 \ub300\ud55c \ud53d\uc140 \ub2e8\uc704 \ub9c8\uc2a4\ud06c\ub97c \uc0dd\uc131\ud558\ub294 \ubd84\ud560 \ube0c\ub79c\uce58\ub97c \ucd94\uac00\ud558\uc5ec Faster R-CNN\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub294 \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560 \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70, \ub3d9\uc77c\ud55c \ubc94\uc8fc\uc758 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uad6c\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uacbd\uacc4 \uc0c1\uc790 \uac10\uc9c0\uc640 \ud53d\uc140 \ub2e8\uc704 \ub9c8\uc2a4\ud06c\ub97c \ubaa8\ub450 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf5\uc7a1\ud55c \uc7a5\uba74\uc5d0\uc11c \uacb9\uce58\ub294 \uac1d\uccb4\ub97c \uac10\uc9c0\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc7a5\uc810:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc744 \uc704\ud55c \ucd5c\ucca8\ub2e8 \uc815\ud655\ub3c4.<\/li>\n\n\n\n<li>COCO\uc640 \uac19\uc740 \uc2e4\uc81c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub2e4\uc591\ud55c \uc6a9\ub3c4\uc5d0 \ub9de\uac8c \ubbf8\uc138 \uc870\uc815\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \ub525\ub7a9<\/h4>\n\n\n\n<p>DeepLab\uc740 \ub2e4\uc911 \uc2a4\ucf00\uc77c \ub9e5\ub77d\uc801 \uc815\ubcf4\ub97c \ud3ec\ucc29\ud558\uae30 \uc704\ud574 atrous(\ud655\uc7a5) \ud569\uc131\uacf1\uc744 \uc0ac\uc6a9\ud558\ub294 \uc138\ubd84\ud654 \ubaa8\ub378 \ud328\ubc00\ub9ac\uc785\ub2c8\ub2e4. \ub610\ud55c \uc815\ud655\ud55c \uacbd\uacc4 \uc138\ubd84\ud654\ub97c \uc704\ud574 \uc870\uac74\ubd80 \ub79c\ub364 \ud544\ub4dc(CRF)\ub97c \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepLabv3+\ub294 \ub354 \ub098\uc740 \uae30\ub2a5 \ucd94\ucd9c \uae30\ub2a5\uc744 \uac16\ucdb0 \uc774\uc804 \ubc84\uc804\ubcf4\ub2e4 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc790\uc728 \uc8fc\ud589 \ubc0f \uc758\ub8cc \uc601\uc0c1 \ubd84\uc57c\uc758 \uc758\ubbf8 \ubd84\ud560\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc7a5\uc810:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub2e4\uc911 \uaddc\ubaa8 \uae30\ub2a5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc790\uc138\ud55c \uac1c\uccb4 \uacbd\uacc4\ub97c \ud1b5\ud574 \uc138\ubd84\ud654\ub41c \ubd84\ud560\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf5\uc7a1\ud55c \ud604\uc2e4 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5. Segment Anything \ubaa8\ub378(SAM)<\/h4>\n\n\n\n<p>Meta AI\uc5d0\uc11c \uac1c\ubc1c\ud55c Segment Anything Model(SAM)\uc740 \uc81c\ub85c\uc0f7 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc758 \ud68d\uae30\uc801\uc778 \uc9c4\uc804\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ud2b9\uc815 \ud6c8\ub828\uc774 \ud544\uc694\ud55c \uae30\uc874 \ubaa8\ub378\uacfc \ub2ec\ub9ac SAM\uc740 \ucd94\uac00 \ud6c8\ub828 \uc5c6\uc774 \uc5ec\ub7ec \uc138\uadf8\uba3c\ud14c\uc774\uc158 \uc791\uc5c5\uc744 \uc77c\ubc18\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130 \uc138\ud2b8 \uc5c6\uc774\ub3c4 \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc758 \uac1d\uccb4\ub97c \uc138\ubd84\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub300\ud654\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud574 \uace0\uae09 \ud504\ub86c\ud504\ud2b8 \uae30\ubc18 \uc138\ubd84\ud654\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc7a5\uc810:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uad11\ubc94\uc704\ud55c \uad50\uc721 \ub370\uc774\ud130\uac00 \ud544\uc694 \uc5c6\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ucd5c\uc18c\ud55c\uc758 \uc870\uc815\uc73c\ub85c \ub2e4\uc591\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc801\uc751 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub6f0\uc5b4\ub09c \uc77c\ubc18\ud654 \ub2a5\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uae30\uc874\uc758 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \uae30\uc220\uc740 \ucd08\uae30 \ucef4\ud4e8\ud130 \ube44\uc804 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc5ed\ud560\uc744 \ud588\uc9c0\ub9cc \ubcf5\uc7a1\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc788\uc5b4 \ud55c\uacc4\uac00 \uc788\uc5b4 \ub525 \ub7ec\ub2dd \uc811\uadfc \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. CNN \uae30\ubc18 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubaa8\ub378\uc740 \ub6f0\uc5b4\ub09c \uc815\ud655\ub3c4, \uc77c\ubc18\ud654 \ubc0f \uc801\uc751\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \ub300\ubd80\ubd84\uc758 \ucd5c\uc2e0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc120\ud638\ub418\ub294 \uc120\ud0dd\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uac00 \uacc4\uc18d\ub428\uc5d0 \ub530\ub77c \ubbf8\ub798\uc758 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubc29\ubc95\uc740 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774 \ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc73c\uba70, \ub192\uc740 \uc815\ubc00\ub3c4\ub97c \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \ucef4\ud4e8\ud305 \ud30c\uc6cc\uac00 \ub35c \ud544\uc694\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub525\ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc758 \uc751\uc6a9<\/h2>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc218\ub9ce\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc911\uc694\ud55c \uad6c\uc131 \uc694\uc18c\uac00 \ub418\uc5c8\uc73c\uba70, \uae30\uacc4\uac00 \ub180\ub77c\uc6b4 \uc815\ubc00\ub3c4\ub85c \uc2dc\uac01\uc801 \ub370\uc774\ud130\ub97c \ud574\uc11d\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \ud53d\uc140 \uc218\uc900 \ubd84\ub958\ub97c \ud560\ub2f9\ud568\uc73c\ub85c\uc368 \ubd84\ud560\uc740 \uc815\ud655\ud55c \uac1d\uccb4 \uc2dd\ubcc4 \ubc0f \ubd84\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uc758\ub8cc \uc9c4\ub2e8\uc5d0\uc11c \uc790\uc728 \uc8fc\ud589\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc18 \ubd84\ud560\uc758 \uac00\uc7a5 \uc911\uc694\ud55c \uc751\uc6a9 \ubd84\uc57c \uc911 \uc77c\ubd80\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \uc758\ub8cc \uc601\uc0c1 \ubc0f \uac74\uac15 \uad00\ub9ac<\/h3>\n\n\n\n<p>\uc758\ub8cc \uc601\uc0c1 \ubd84\ud560\uc740 \uc758\ub8cc \uc2a4\uce94\uc5d0 \ub300\ud55c \ub9e4\uc6b0 \uc815\ud655\ud558\uace0 \uc790\ub3d9\ud654\ub41c \ubd84\uc11d\uc744 \uc81c\uacf5\ud558\uace0 \uc9c4\ub2e8, \uce58\ub8cc \uacc4\ud68d \ubc0f \uc9c8\ubcd1 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc758\ub8cc \ubd84\uc57c\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \uc2ec\uce35 \ud559\uc2b5 \ubaa8\ub378\uc774 \ud574\ubd80\ud559\uc801 \uad6c\uc870, \uc774\uc0c1 \ubc0f \ubcd1\ub9ac\ud559\uc801 \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud558\uace0 \ubd84\ud560\ud558\ub294 \ub2a5\ub825\uc740 \uc758\ub8cc \uacb0\uacfc\ub97c \ud06c\uac8c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc758\ud559\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc885\uc591 \ubc0f \ubcd1\ubcc0 \uac10\uc9c0:<\/strong> \ub525 \ub7ec\ub2dd \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 MRI, CT, PET \uc2a4\uce94\uc5d0\uc11c \uc885\uc591, \ubcd1\ubcc0, \uc774\uc0c1\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc885\uc591 \uacbd\uacc4\uc758 \uc815\ud655\ud55c \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 \uc758\uc0ac\uac00 \ubc29\uc0ac\uc120 \uce58\ub8cc \uacc4\ud68d\uacfc \uc218\uc220\uc801 \uac1c\uc785\uc744 \ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7a5\uae30 \ubc0f \uc870\uc9c1 \ubd84\ud560:<\/strong> AI \ubaa8\ub378\uc740 \uac04, \ud3d0, \uc2ec\uc7a5, \ub1cc\uc640 \uac19\uc740 \uc7a5\uae30\ub97c \uc138\ubd84\ud654\ud558\uc5ec \ub1cc\uc878\uc911, \uc12c\uc720\uc99d, \uc2ec\uadfc\ubcd1\uacfc \uac19\uc740 \uc0c1\ud0dc\ub97c \ub354 \uc798 \uc2dc\uac01\ud654\ud558\uace0 \uc9c4\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9dd\ub9c9 \uc774\ubbf8\uc9c0 \ubd84\uc11d:<\/strong> \uc548\uacfc\uc5d0\uc11c\ub294 \uc548\uc800 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ub9dd\ub9c9 \ud608\uad00, \uc2dc\uc2e0\uacbd \uc720\ub450, \ud669\ubc18 \uc601\uc5ed\uc744 \ubd84\ud560\ud558\uc5ec \ub2f9\ub1e8\ub9dd\ub9c9\ubcd1\uc99d\uacfc \ub179\ub0b4\uc7a5\uc744 \uc9c4\ub2e8\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uce58\uacfc \uc774\ubbf8\uc9c0 \ubd84\uc11d:<\/strong> \ub525\ub7ec\ub2dd\uc740 \uce58\uacfc \uc5d1\uc2a4\ub808\uc774\uc640 \ucf58\ube54 CT \uc2a4\uce94\uc5d0\uc11c \uce58\uc544\uc640 \ud131\ubf08 \ubd84\ud560\uc744 \ub3d5\uace0, \uce58\uc5f4\uad50\uc815, \uc784\ud50c\ub780\ud2b8, \ucda9\uce58 \uac10\uc9c0\uc5d0 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc870\uc9c1\ubcd1\ub9ac\ud559 \ubc0f \ud604\ubbf8\uacbd:<\/strong> \uc870\uc9c1\ubcd1\ub9ac\ud559\uc801 \uc774\ubbf8\uc9c0\uc5d0\uc11c AI \uae30\ubc18 \ubd84\ud560\uc744 \ud1b5\ud574 \uc554\uc744 \uc790\ub3d9\uc73c\ub85c \ud0d0\uc9c0\ud558\uace0 \uc138\ud3ec \uad6c\uc870\ub97c \ubd84\ub958\ud558\uc5ec \uc0dd\uac80 \ubd84\uc11d\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc758\ub8cc \uc138\ubd84\ud654\ub294 \uc9c4\ub2e8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0dd\ubb3c\ud559\uc801 \uad6c\uc870\ub97c \uc815\ud655\ud558\uac8c \uc815\ub7c9\ud654\ud568\uc73c\ub85c\uc368 \uac1c\uc778 \ub9de\ucda4\ud615 \uc758\ud559 \ubc0f \uc57d\ubb3c \uac1c\ubc1c \uc5f0\uad6c\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \uc790\uc728\uc8fc\ud589\ucc28\uc640 \ucca8\ub2e8 \uc6b4\uc804\uc790 \uc9c0\uc6d0 \uc2dc\uc2a4\ud15c(ADAS)<\/h3>\n\n\n\n<p>\uc790\uc728 \uc8fc\ud589\ucc28\ub294 \uc8fc\ubcc0 \ud658\uacbd\uc744 \uc778\uc2dd\ud558\uae30 \uc704\ud574 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \ud06c\uac8c \uc758\uc874\ud558\uba70, \uac10\uc9c0\ub41c \ub3c4\ub85c \uc0c1\ud0dc, \uc7a5\uc560\ubb3c \ubc0f \ub2e4\ub978 \ucc28\ub7c9\uc5d0 \ub530\ub77c \uc2e4\uc2dc\uac04 \uacb0\uc815\uc744 \ub0b4\ub9bd\ub2c8\ub2e4. \ud53d\uc140 \ub2e8\uc704 \ubd84\ub958\ub97c \ud1b5\ud574 \uc790\uc728 \uc8fc\ud589\ucc28\ub294 \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c \uc5ec\ub7ec \uc694\uc18c\ub97c \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc790\uc728 \uc8fc\ud589\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ucc28\uc120 \uac10\uc9c0 \ubc0f \ub3c4\ub85c \ubd84\ud560:<\/strong> \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub3c4\ub85c, \ucc28\uc120, \uc5f0\uc11d\uc744 \ubd84\ud560\ud558\uc5ec \uc548\uc804\ud55c \ud0d0\uc0c9\uc744 \ubcf4\uc7a5\ud558\uace0 \ucc28\uc120 \uc774\ud0c8 \uc0ac\uace0\ub97c \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubcf4\ud589\uc790 \ubc0f \ucc28\ub7c9 \uac10\uc9c0:<\/strong> \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc740 \uc5ec\ub7ec \uac1d\uccb4\ub97c \uad6c\ubcc4\ud558\uc5ec \uc790\uc728 \uc2dc\uc2a4\ud15c\uc774 \ubcf4\ud589\uc790, \uc790\uc804\uac70 \ud0c0\ub294 \uc0ac\ub78c, \ucc28\ub7c9\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc815\ud655\ud558\uac8c \ucd94\uc801\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uad50\ud1b5 \ud45c\uc9c0\ud310 \ubc0f \uc870\uba85 \uc778\uc2dd:<\/strong> \uc138\ubd84\ud654\ub294 \uad50\ud1b5 \ud45c\uc9c0\ud310\uacfc \uc2e0\ud638\ub4f1\uc744 \uac10\uc9c0\ud558\uace0 \ud574\uc11d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uba70, \ub3c4\ub85c \uaddc\uc815 \uc900\uc218\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc6b4\uc804 \uac00\ub2a5 \uad6c\uc5ed \uc2dd\ubcc4:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub294 \ud3ec\uc7a5\ub3c4\ub85c, \ubcf4\ub3c4, \uc794\ub514\ubc2d \ubc0f \uae30\ud0c0 \uc8fc\ud589 \ubd88\uac00\ub2a5\ud55c \uc9c0\uc5ed\uc744 \uad6c\ubcc4\ud558\uc5ec \uc8fc\ud589 \uac00\ub2a5\ud55c \ub3c4\ub85c \ud45c\uba74\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7a5\uc560\ubb3c \uac10\uc9c0 \ubc0f \ucda9\ub3cc \ubc29\uc9c0:<\/strong> \ucc28\ub7c9\uc740 \uc138\ubd84\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6c0\uc9c1\uc774\uac70\ub098 \uace0\uc815\ub41c \uc7a5\uc560\ubb3c\uc744 \uc2dd\ubcc4\ud558\uace0 \ucd94\uc801\ud558\uc5ec \uc548\uc804 \uc870\uce58\uc640 \uc0ac\uace0 \uc608\ubc29\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654\ub294 \uc790\uc728\uc8fc\ud589 \uc790\ub3d9\ucc28\uc758 \uc2e0\ub8b0\uc131\uc744 \ud06c\uac8c \uac1c\uc120\ud558\uc5ec \ub2e4\uc591\ud55c \uc8fc\ud589 \uc870\uac74\uc5d0\uc11c \uc548\uc804\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ub192\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1024x683.jpg\" alt=\"\" class=\"wp-image-173972\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-768x512.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1536x1024.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-2048x1365.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \uc704\uc131 \ubc0f \ud56d\uacf5 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/h3>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 \uad11\ubc94\uc704\ud55c \ud658\uacbd, \ub3c4\uc2dc \ubc0f \ub18d\uc5c5 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc640 \ud56d\uacf5 \uc0ac\uc9c4\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\ub294 AI \uae30\ubc18 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uacfc \uacb0\ud569\ud558\uba74 \ub113\uc740 \uc9c0\ub9ac\uc801 \uc601\uc5ed\uc744 \uc815\ud655\ud558\uac8c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ub9e4\ud551\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc6d0\uaca9 \uac10\uc9c0 \ubc0f GIS\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \uc815\ubd80\uc640 \ub3c4\uc2dc \uacc4\ud68d\uc790\ub294 \uc138\ubd84\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3c4\uc2dc \ud655\uc7a5, \ub3c4\ub85c\ub9dd, \uac74\ubb3c \uba74\uc801\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7ac\ub09c \ub300\uc751 \ubc0f \ud53c\ud574 \ud3c9\uac00:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub294 \uc9c0\uc9c4, \ud64d\uc218, \uc0b0\ubd88\uacfc \uac19\uc740 \uc790\uc5f0 \uc7ac\ud574\uc758 \uc601\ud5a5\uc744 \ud3c9\uac00\ud558\uc5ec \uc190\uc0c1\ub41c \uc9c0\uc5ed\uacfc \uc778\ud504\ub77c\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub18d\uc5c5 \ubc0f \uc791\ubb3c \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \uc138\ubd84\ud654 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uba74 \ub18d\uacbd\uc9c0, \uc791\ubb3c \uc720\ud615, \uc2dd\ubb3c \uac74\uac15 \uc0c1\ud0dc\ub97c \uc815\ud655\ud558\uac8c \ubd84\ub958\ud558\uc5ec \uc815\ubc00 \ub18d\uc5c5\uacfc \uc218\ud655\ub7c9 \ucd94\uc815\uc774 \uc6a9\uc774\ud574\uc9d1\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc0bc\ub9bc \ubc8c\ucc44 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1:<\/strong> AI \ubaa8\ub378\uc740 \uc0bc\ub9bc \ubc8c\ucc44 \ud328\ud134, \uc0ac\ub9c9\ud654, \ud1a0\uc9c0 \ud669\ud3d0\ud654\ub97c \ucd94\uc801\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uad70\uc0ac \ubc0f \ubc29\uc704 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8:<\/strong> \uc704\uc131 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc815\ucc30, \uad6d\uacbd \uac10\uc2dc, \uad70\uc0ac \uc790\uc0b0\uc774\ub098 \uc704\ud611 \uc2dd\ubcc4\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc704\uc131 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368 \ub525\ub7ec\ub2dd \uc138\ubd84\ud654\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \uc0b0\uc5c5 \uac80\uc0ac \ubc0f \uc81c\uc870<\/h3>\n\n\n\n<p>\uc81c\uc870 \uc0b0\uc5c5\uc740 \ud488\uc9c8 \uad00\ub9ac, \uacb0\ud568 \ud0d0\uc9c0 \ubc0f \uc0dd\uc0b0 \ub77c\uc778 \uc790\ub3d9\ud654\ub97c \uc704\ud574 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc2dc\uac01 \uac80\uc0ac\ub294 \uc218\ub3d9 \ub178\ub3d9\uc744 \uc904\uc774\ub294 \ub3d9\uc2dc\uc5d0 \uc81c\ud488\uc774 \uace0\ud488\uc9c8 \ud45c\uc900\uc744 \ucda9\uc871\ud558\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc0b0\uc5c5\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc81c\ud488\uc5d0\uc11c\uc758 \uacb0\ud568 \uac10\uc9c0:<\/strong> \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \uc0b0\uc5c5\uc6a9 \uad6c\uc131\ud488\uc758 \uae01\ud798, \uade0\uc5f4, \uc815\ub82c \ubd88\ub7c9, \uad6c\uc870\uc801 \uacb0\ud568\uc744 \uc2dd\ubcc4\ud558\uc5ec \uc81c\ud488 \ud488\uc9c8\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7ac\ub8cc \ubd84\uc11d \ubc0f \ubd84\ub958:<\/strong> AI \ubaa8\ub378\uc740 \uc81c\uc870 \uacf5\uc815\uc5d0\uc11c \ub2e4\uc591\ud55c \uc7ac\ub8cc\ub97c \uc138\ubd84\ud654\ud558\uc5ec \uc6d0\uc790\uc7ac\uc758 \uc801\uc808\ud55c \ubd84\ub958 \ubc0f \ucc98\ub9ac\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc790\ub3d9 \uc870\ub9bd \ub77c\uc778 \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \ub525 \ub7ec\ub2dd \uc138\ubd84\ud654\ub294 \uae30\uacc4\uac00 \ubd80\ud488\uc744 \uc778\uc2dd\ud558\uace0 \uc815\ud655\ud558\uac8c \uc870\ub9bd\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \ub85c\ubd07 \uc790\ub3d9\ud654\uc5d0 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uac74\uc124 \ud604\uc7a5 \ubaa8\ub2c8\ud130\ub9c1:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub294 \uac74\uc124 \uc9c4\ud589 \uc0c1\ud669\uc744 \ucd94\uc801\ud558\uace0, \uc548\uc804 \uc704\ud5d8\uc744 \ud0d0\uc9c0\ud558\uace0, \uad6c\uc870\uc801 \ubb34\uacb0\uc131\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc12c\uc720 \ubc0f \uc6d0\ub2e8 \uac80\uc0ac:<\/strong> \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc0c9\uc0c1 \ubcc0\ud654, \uc12c\uc720 \uacb0\ud568 \ub4f1\uc758 \ubd88\uc77c\uce58 \uc0ac\ud56d\uc744 \uc2dd\ubcc4\ud558\uc5ec \uace0\ud488\uc9c8 \uc6d0\ub2e8 \uc0dd\uc0b0\uc774 \ubcf4\uc7a5\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc2ec\uce35 \ud559\uc2b5 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc0b0\uc5c5\uc5d0\uc11c\ub294 \ub354 \ub192\uc740 \ud6a8\uc728\uc131\uc744 \ub2ec\uc131\ud558\uace0, \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0, \uc81c\uc870 \ubc0f \uac80\uc0ac \uacfc\uc815\uc5d0\uc11c \uc778\uc801 \uc624\ub958\ub97c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \ubcf4\uc548 \ubc0f \uac10\uc2dc<\/h3>\n\n\n\n<p>\ubcf4\uc548 \ubc0f \uac10\uc2dc \uc2dc\uc2a4\ud15c\uc740 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \ud070 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc73c\uba70, \uc9c0\ub2a5\ud615 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc790\ub3d9\ud654\ub41c \uc704\ud611 \ud0d0\uc9c0\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc740 \uac10\uc2dc \uce74\uba54\ub77c\uc758 \uc774\uc0c1 \ubc0f \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud65c\ub3d9\uc744 \ud0d0\uc9c0\ud558\ub294 \ub370 \uc788\uc5b4 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\ubcf4\uc548\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uad70\uc911 \ubd84\uc11d \ubc0f \uc0ac\ub78c \uac10\uc9c0:<\/strong> \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc778\uad6c \ubc00\uc9d1 \uc9c0\uc5ed\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \uc2e4\uc2dc\uac04\uc73c\ub85c \uc0ac\ub78c\ub4e4\uc744 \ucd94\uc801\ud558\uc5ec \uacfc\ubc00\ud654\uc640 \ubcf4\uc548 \uc704\ud611\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc5bc\uad74 \uc778\uc2dd \ubc0f \uc0dd\uccb4 \ubcf4\uc548:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub294 \uc5bc\uad74 \ud2b9\uc9d5\uc744 \ubd84\ub9ac\ud558\uc5ec \uc5bc\uad74 \uc778\uc2dd \uae30\ub2a5\uc744 \uac15\ud654\ud558\uace0 \uacf5\ud56d, \uad6d\uacbd \ubcf4\uc548 \ubc0f \uc811\uadfc \ud1b5\uc81c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc2e0\uc6d0 \ud655\uc778\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\uc0c1 \ubc0f \uce68\uc785 \uac10\uc9c0:<\/strong> \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \uc81c\ud55c\ub41c \uad6c\uc5ed\uc758 \uc6c0\uc9c1\uc784\uc744 \uad6c\ubd84\ud558\uace0 \ucd94\uc801\ud558\uc5ec \ubb34\ub2e8 \uc811\uadfc \uc2dc \uc54c\ub9bc\uc744 \ubcf4\ub0c5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucc28\ub7c9 \ubc88\ud638\ud310 \uc778\uc2dd(LPR):<\/strong> \uc138\ubd84\ud654\ub294 \uc790\ub3d9 \ud1b5\ud589\ub8cc \uc9d5\uc218 \ubc0f \uad50\ud1b5\ubc95 \uc9d1\ud589\uc5d0\uc11c \ucc28\ub7c9 \ubc88\ud638\ud310\uc744 \uc815\ud655\ud558\uac8c \ucd94\ucd9c\ud558\uace0 \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubc95\uc758\ud559\uc801 \ubd84\uc11d \ubc0f \ubc94\uc8c4 \ud604\uc7a5 \uc870\uc0ac:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub294 \uac10\uc2dc \uc601\uc0c1 \ubd84\uc11d, \uad00\uc2ec \uc778\ubb3c \uc2dd\ubcc4, \ubc94\uc8c4 \ud604\uc7a5 \uc7ac\uad6c\uc131\uc5d0 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc138\ubd84\ud654\ub97c \uc2e4\uc2dc\uac04 \ubd84\uc11d\uacfc \ud1b5\ud569\ud568\uc73c\ub85c\uc368 \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc740 \ubc94\uc8c4 \uc608\ubc29, \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub300\uc751 \uce21\uba74\uc5d0\uc11c \ub354\uc6b1 \ud6a8\uc728\uc801\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc774\ubbf8\uc9c0 \ubd84\ud560 \ub370\uc774\ud130 \uc138\ud2b8<\/h2>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ud6a8\uacfc\uc801\uc778 \ud6c8\ub828\uacfc \ud3c9\uac00\ub97c \uc704\ud574 \ub300\uaddc\ubaa8\uc758 \uace0\ud488\uc9c8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc774\ubbf8\uc9c0 \ubd84\ud560 \uc791\uc5c5\uc740 \uc790\uc138\ud55c \uc9c0\uc0c1 \uc9c4\uc2e4 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ud53d\uc140 \ub2e8\uc704 \uc8fc\uc11d\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc218\ub144\uc5d0 \uac78\uccd0 \uc5f0\uad6c\uc790\ub4e4\uc740 \ubd84\ud560 \ubaa8\ub378\uc758 \ubc1c\uc804\uc744 \ucd09\uc9c4\ud558\uae30 \uc704\ud574 \uacf5\uac1c\uc801\uc73c\ub85c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc218\ub9ce\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uaddc\ubaa8, \ubcf5\uc7a1\uc131 \ubc0f \ub3c4\uba54\uc778 \uce21\uba74\uc5d0\uc11c \ub2e4\uc591\ud558\uba70, \uac1d\uccb4 \uc778\uc2dd \ubc0f \uc790\uc728 \uc8fc\ud589\uc5d0\uc11c \uc758\ub8cc \uc601\uc0c1 \ubc0f \ube44\ub514\uc624 \ubd84\ud560\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0\uc11c \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ud0d0\uc0c9\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. PASCAL VOC(\uc2dc\uac01\uc801 \uac1d\uccb4 \ud074\ub798\uc2a4)<\/h3>\n\n\n\n<p>PASCAL VOC \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0\uc11c \uac00\uc7a5 \uc624\ub798\ub418\uace0 \uc601\ud5a5\ub825 \uc788\ub294 \ub370\uc774\ud130 \uc138\ud2b8 \uc911 \ud558\ub098\ub85c, \uac1d\uccb4 \uac10\uc9c0, \ubd84\ub958 \ubc0f \ubd84\ud560\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uac1d\uccb4 \uc778\uc2dd \uc5f0\uad6c\ub97c \ubc1c\uc804\uc2dc\ud0a4\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud55c PASCAL Visual Object Classes Challenge\uc758 \uc77c\ubd80\ub85c \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucc28\ub7c9(\uc790\ub3d9\ucc28, \uae30\ucc28, \ube44\ud589\uae30), \ub3d9\ubb3c(\uac1c, \uace0\uc591\uc774, \ub9d0), \uac00\uc815\uc6a9 \ubb3c\uac74(\uc18c\ud30c, \uc758\uc790, TV) \ub4f1 21\uac1c\uc758 \uac1d\uccb4 \uce74\ud14c\uace0\ub9ac\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uacbd\uacc4 \uc0c1\uc790 \uc8fc\uc11d\uacfc \ud568\uaed8 \ud53d\uc140 \ub2e8\uc704 \ubd84\ud560 \ub9c8\uc2a4\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc57d 27,450\uac1c\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uac1c\uccb4\uc640 \ud568\uaed8 11,530\uac1c\uc758 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uac1d\uccb4 \ubd84\ud560, \ub3d9\uc791 \ubd84\ub958, \uac10\uc9c0\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ubca4\uce58\ub9c8\ud06c \uc791\uc5c5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: PASCAL VOC\ub294 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0\uc11c \ucd08\uae30 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uace0 \ubca4\uce58\ub9c8\ud0b9\ud558\ub294 \ub370 \uad11\ubc94\uc704\ud558\uac8c \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uaddc\ubaa8 \uba74\uc5d0\uc11c PASCAL VOC\ub97c \ub2a5\uac00\ud588\uc9c0\ub9cc \ubd84\ud560 \uc54c\uace0\ub9ac\uc998\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud55c \uae30\ubcf8 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Microsoft COCO(\ucee8\ud14d\uc2a4\ud2b8\uc758 \uacf5\ud1b5 \uac1c\uccb4)<\/h3>\n\n\n\n<p>Microsoft COCO \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uac1d\uccb4 \uac10\uc9c0, \uc138\ubd84\ud654 \ubc0f \ucea1\uc158\uc744 \uc704\ud55c \uac00\uc7a5 \ud3ec\uad04\uc801\uc778 \ub370\uc774\ud130 \uc138\ud2b8 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. PASCAL VOC\uc640 \ub2ec\ub9ac COCO\ub294 \uc2e4\uc81c \uc0c1\ud669\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0 AI \ubaa8\ub378\uc5d0 \ub2e4\uc591\ud558\uace0 \ub3c4\uc804\uc801\uc778 \uc2dc\ub098\ub9ac\uc624\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>250\ub9cc \uac1c\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc778\uc2a4\ud134\uc2a4\uac00 \uc788\ub294 328,000\uac1c\uc758 \uc774\ubbf8\uc9c0\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0ac\ub78c, \ub3d9\ubb3c, \uac00\uad6c, \uc74c\uc2dd \ub4f1 \uc77c\uc0c1\uc0dd\ud65c \uc18d \uc0ac\ubb3c\uc744 \uc544\uc6b0\ub974\ub294 91\uac1c\uc758 \uc0ac\ubb3c \uce74\ud14c\uace0\ub9ac\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774\ubbf8\uc9c0\ub2f9 \ud3c9\uade0 7\uac1c\uc758 \uc778\uc2a4\ud134\uc2a4\uac00 \uc788\ub294 \uace0\ubc00\ub3c4 \uc8fc\uc11d\uc774 \ud2b9\uc9d5\uc774\ubbc0\ub85c \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560 \uc791\uc5c5\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uad70\uc911 \ubd84\ud560 \ub9c8\uc2a4\ud06c\ub97c \uc81c\uacf5\ud558\uace0, \uacb9\uce58\ub294 \uac1d\uccb4\uc640 \ud3d0\uc0c9 \uc2dc\ub098\ub9ac\uc624\ub97c \ucea1\ucc98\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: COCO\ub294 Mask R-CNN\uacfc \uac19\uc740 \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uace0 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac10\uc9c0 \ubc0f \ubd84\ud560 \uc54c\uace0\ub9ac\uc998\uc744 \ubca4\uce58\ub9c8\ud0b9\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubcf5\uc7a1\uc131\uc73c\ub85c \uc778\ud574 \ub2e4\uc591\ud55c \ud658\uacbd\uc73c\ub85c \uc77c\ubc18\ud654\ud574\uc57c \ud558\ub294 \ubaa8\ub378\uc5d0 \uadc0\uc911\ud55c \ub9ac\uc18c\uc2a4\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \ub3c4\uc2dc \ud48d\uacbd<\/h3>\n\n\n\n<p>Cityscapes \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ub3c4\uc2dc \ud658\uacbd\uc5d0\uc11c \uc758\ubbf8\ub860\uc801 \uc138\ubd84\ud654\ub97c \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5b4 \uc790\uc728 \uc8fc\ud589 \ubc0f \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc5f0\uad6c\uc758 \ucd08\uc11d\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \ub3c4\uc2dc\uc758 \uac70\ub9ac \ud48d\uacbd\uc5d0 \ub300\ud55c \uace0\ud488\uc9c8\uc758 \ud53d\uc140 \uc8fc\uc11d \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>5,000\uac1c\uc758 \uc815\ubc00 \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \uc774\ubbf8\uc9c0\uc640 20,000\uac1c\uc758 \uc57d\ud558\uac8c \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>50\uac1c \ub3c4\uc2dc\uc5d0\uc11c \ub2e4\uc591\ud55c \ub3c4\ub85c \ubc0f \ub0a0\uc528 \uc870\uac74\uc744 \ub2e4\ub8e8\uba70 \ucd2c\uc601\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub3c4\ub85c \ud45c\uba74, \uc778\uac04, \ucc28\ub7c9, \uc790\uc5f0 \ub4f1 8\uac1c \uadf8\ub8f9\uc73c\ub85c \ubd84\ub958\ub41c 30\uac1c\uc758 \uc758\ubbf8 \ud074\ub798\uc2a4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uae4a\uc774 \ucd94\uc815\uacfc \ub3d9\uc791 \ubd84\uc11d\uc5d0 \uc720\uc6a9\ud55c \uc2a4\ud14c\ub808\uc624 \ube44\uc804\uacfc \uad11\ud559 \ud750\ub984 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: Cityscapes\ub294 \uc790\uc728 \uc8fc\ud589 \uc5f0\uad6c\uc5d0 \uad11\ubc94\uc704\ud558\uac8c \uc0ac\uc6a9\ub418\uc5b4 \uc790\uc728 \uc8fc\ud589 \uc790\ub3d9\ucc28\uac00 \ub3c4\ub85c, \ucc28\uc120, \uad50\ud1b5 \ud45c\uc9c0\ud310, \ubcf4\ud589\uc790 \ubc0f \ucc28\ub7c9\uc744 \uc778\uc2dd\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc2dc\uac04 \uc138\ubd84\ud654 \ubaa8\ub378\uc758 \ubca4\uce58\ub9c8\ud06c \uc5ed\ud560\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. ADE20K(\uc7a5\uba74 \ud30c\uc2f1 \ub370\uc774\ud130 \uc138\ud2b8)<\/h3>\n\n\n\n<p>ADE20K \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc758\ubbf8\ub860\uc801 \ubd84\ud560 \ubc0f \uc7a5\uba74 \uc774\ud574\ub97c \uc704\ud574 \uc124\uacc4\ub41c \ub300\uaddc\ubaa8 \uc7a5\uba74 \uc911\uc2ec \ub370\uc774\ud130 \uc138\ud2b8\uc785\ub2c8\ub2e4. COCO\uc640 \uac19\uc740 \uac1d\uccb4 \uc911\uc2ec \ub370\uc774\ud130 \uc138\ud2b8\uc640 \ub2ec\ub9ac ADE20K\ub294 \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0 \ub300\ud55c \ud53d\uc140 \ub2e8\uc704 \uc8fc\uc11d\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \uc7a5\uba74 \uad6c\ubb38 \ubd84\uc11d \ubc0f \uc804\uccb4\uc801 \uc774\ubbf8\uc9c0 \ubd84\ud560 \uc5f0\uad6c\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>20,210\uac1c\uc758 \ud6c8\ub828 \uc774\ubbf8\uc9c0, 2,000\uac1c\uc758 \uac80\uc99d \uc774\ubbf8\uc9c0, 3,000\uac1c\uc758 \ud14c\uc2a4\ud2b8 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0ac\ubb3c, \ubc29, \uc2e4\uc678 \ud658\uacbd, \ub3c4\uc2dc \ud48d\uacbd\uc744 \ud3ec\ud568\ud55c 150\uac1c\uc758 \uc758\ubbf8 \ubc94\uc8fc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uac1d\uccb4 \ubd84\ud560 \ub9c8\uc2a4\ud06c\uc640 \ubd80\ubd84 \uc218\uc900 \ubd84\ud560 \ub9c8\uc2a4\ud06c\ub97c \ubaa8\ub450 \uc81c\uacf5\ud558\uc5ec \ub354\uc6b1 \uc138\ubd80\uc801\uc778 \ubd84\ud560\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uac00\uc7a5 \uc9c4\ubcf4\ub41c \uc138\ubd84\ud654 \uc544\ud0a4\ud14d\ucc98 \uc911 \ud558\ub098\uc778 DeepLab \ubaa8\ub378 \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: ADE20K\ub294 \uac1c\ubcc4 \uac1d\uccb4\ubcf4\ub2e4\ub294 \uc804\uccb4 \uc7a5\uba74\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc774\ud574\uac00 \ud544\uc694\ud55c \uc7a5\uba74 \ubd84\uc11d, \ub85c\ubd07 \ube44\uc804, \uc790\uc728 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. KITTI(\uce74\ub97c\uc2a4\ub8e8\uc5d0 \uacf5\uacfc\ub300\ud559 \ubc0f \ub3c4\uc694\ud0c0 \uae30\uc220 \uc5f0\uad6c\uc18c)<\/h3>\n\n\n\n<p>KITTI \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc790\uc728 \uc8fc\ud589\uc744 \uc704\ud55c \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc138\ud2b8\ub85c, \uace0\ud574\uc0c1\ub3c4 \uce74\uba54\ub77c\uc640 LiDAR \uc13c\uc11c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucea1\ucc98\ud55c \uc2e4\uc81c \uad50\ud1b5 \uc2dc\ub098\ub9ac\uc624\ub97c \ud2b9\uc9d5\uc73c\ub85c \ud569\ub2c8\ub2e4. \uc758\ubbf8\ub860\uc801 \uc138\ubd84\ud654\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 Cityscapes\uc640 \ub2ec\ub9ac KITTI\uc5d0\ub294 \uc2a4\ud14c\ub808\uc624 \ube44\uc804, 3D \uac1d\uccb4 \uac10\uc9c0 \ubc0f \ucd94\uc801\uc744 \uc704\ud55c \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub3c4\uc2dc, \ub18d\ucd0c, \uace0\uc18d\ub3c4\ub85c \ud658\uacbd\uc5d0\uc11c \ucd2c\uc601\ud55c \uc218 \uc2dc\uac04 \ubd84\ub7c9\uc758 \ube44\ub514\uc624 \ub179\ud654\ubcf8\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774\ubbf8\uc9c0\ub2f9 15,000\uac1c\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uac1c\uccb4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \uc790\ub3d9\ucc28, \ubcf4\ud589\uc790, \uc790\uc804\uac70 \ud0c0\ub294 \uc0ac\ub78c, \ub3c4\ub85c \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uae4a\uc774 \uc778\uc2dd \uc791\uc5c5\uc744 \uc704\ud55c 3D \uacbd\uacc4 \uc0c1\uc790 \uc8fc\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>LiDAR \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \ub2e4\uc911 \ubaa8\ub2ec \ubd84\ud560 \uc5f0\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: KITTI\ub294 \uc8fc\ub85c \uc790\uc728\uc8fc\ud589\ucc28\uc5d0\uc11c 3D \uac1d\uccb4 \uac10\uc9c0, \ub3c4\ub85c \ubd84\ud560, \uae4a\uc774 \ucd94\uc815 \ubc0f LiDAR \uae30\ubc18 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc13c\uc11c \uc735\ud569 \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\ubc1c\ud558\ub294 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc885\uc885 Cityscapes\uc640 \uac19\uc740 \uc774\ubbf8\uc9c0 \uae30\ubc18 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \ud568\uaed8 KITTI\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. YouTube-VOS(\ube44\ub514\uc624 \uac1d\uccb4 \ubd84\ud560)<\/h3>\n\n\n\n<p>YouTube-VOS \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ube44\ub514\uc624 \uac1d\uccb4 \ubd84\ud560(VOS) \ubc0f \uac1d\uccb4 \ucd94\uc801\uc744 \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub41c \uac00\uc7a5 \ud070 \ube44\ub514\uc624 \ubd84\ud560 \ub370\uc774\ud130 \uc138\ud2b8\uc785\ub2c8\ub2e4. \uc815\uc801 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \ub2ec\ub9ac YouTube-VOS\ub294 \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub77c \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc2dc\ud000\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378\uc774 \uc2dc\uac04\uc801 \uc77c\uad00\uc131\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc8fc\uc694 \ud2b9\uc9d5:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>94\uac1c\uc758 \uac1d\uccb4 \uce74\ud14c\uace0\ub9ac\ub97c \ud3ec\ud568\ud558\ub294 4,453\uac1c\uc758 YouTube \ube44\ub514\uc624 \ud074\ub9bd\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc5ec\ub7ec \ud504\ub808\uc784\uc5d0 \uac78\uccd0 \uac1d\uccb4\uc5d0 \ub300\ud55c \ud53d\uc140\ubcc4 \ubd84\ud560 \ub9c8\uc2a4\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc6c0\uc9c1\uc774\ub294 \uc0ac\ub78c, \ub3d9\ubb3c, \ucc28\ub7c9 \ub4f1 \ub3d9\uc801\uc778 \ubb3c\uccb4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubc18\uc9c0\ub3c4 \ubc0f \uc644\uc804\uc9c0\ub3c4 \ube44\ub514\uc624 \ubd84\ud560\uc5d0 \ub300\ud55c \ubca4\uce58\ub9c8\ud06c\uac00 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc0ac\uc6a9 \uc0ac\ub840: YouTube-VOS\ub294 \ube44\ub514\uc624 \uac10\uc2dc, \ub3d9\uc791 \uc778\uc2dd, \uc2a4\ud3ec\uce20 \ubd84\uc11d \ubc0f \uc99d\uac15 \ud604\uc2e4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uac1d\uccb4\ub97c \ucd94\uc801\ud558\uace0 \ube44\ub514\uc624 \uc774\ud574 \ubc0f \uc2e4\uc2dc\uac04 \uac10\uc9c0\ub97c \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1024x683.jpg\" alt=\"\" class=\"wp-image-173880\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-768x512.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1536x1024.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-2048x1365.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc758 \uacfc\uc81c\uc640 \ubbf8\ub798 \ubc29\ud5a5<\/h2>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc758 \ub180\ub77c\uc6b4 \uc9c4\uc804\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uba87 \uac00\uc9c0 \uc911\uc694\ud55c \uacfc\uc81c\uac00 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc81c\ud55c\uc740 \ud2b9\uc815 \uc0b0\uc5c5\uc5d0\uc11c \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc744 \ubc29\ud574\ud558\uace0 \ubaa8\ub378 \ud6a8\uc728\uc131, \uc77c\ubc18\ud654 \uac00\ub2a5\uc131 \ubc0f \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c \uc790\uae30 \uac10\ub3c5 \ud559\uc2b5 \ubc0f \ub2e4\uc911 \ubaa8\ub4dc \uc811\uadfc \ubc29\uc2dd\uacfc \uac19\uc740 \uc0c8\ub85c\uc6b4 \ucd94\uc138\uac00 \ubbf8\ub798 \ubc1c\uc804\uc744 \uc704\ud55c \uae38\uc744 \ub2e6\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c\ub294 \uc624\ub298\ub0a0 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0\uc11c \uc9c1\uba74\ud55c \uc8fc\uc694 \uacfc\uc81c\uc640 \uc774\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\uc801\uc778 \ubbf8\ub798 \ubc29\ud5a5\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \uacc4\uc0b0 \ube44\uc6a9 \ubc0f \ub9ac\uc18c\uc2a4 \uac15\ub3c4<\/h3>\n\n\n\n<p>\ud2b9\ud788 Mask R-CNN, DeepLab, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ubaa8\ub378\uacfc \uac19\uc740 \ubcf5\uc7a1\ud55c \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654 \ubaa8\ub378\uc740 \uc0c1\ub2f9\ud55c \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub824\uba74 \uace0\uc131\ub2a5 GPU \ub610\ub294 TPU, \ub300\uc6a9\ub7c9 \uba54\ubaa8\ub9ac \uc6a9\ub7c9, \uc7a5\uc2dc\uac04 \ucc98\ub9ac \uc2dc\uac04\uc774 \ud544\uc694\ud558\ubbc0\ub85c \uc18c\uaddc\ubaa8 \uc870\uc9c1\uc774\ub098 \uc5d0\uc9c0 \ub514\ubc14\uc774\uc2a4\uc5d0\ub294 \ube44\uc2e4\uc6a9\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub192\uc740 \uba54\ubaa8\ub9ac \uc18c\ubaa8:<\/strong> \ubaa8\ub378\uc740 \ud6c8\ub828 \uc911\uc5d0 \ub300\uc6a9\ub7c9\uc758 \ud2b9\uc9d5 \ub9f5\uc744 \uc800\uc7a5\ud574\uc57c \ud558\ubbc0\ub85c RAM\uacfc VRAM \uc0ac\uc6a9\ub7c9\uc774 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucd94\ub860 \uc9c0\uc5f0 \uc2dc\uac04:<\/strong> \uc2e4\uc2dc\uac04 \ubd84\ud560\uc740 \ud504\ub808\uc784\ub2f9 \uad11\ubc94\uc704\ud55c \uacc4\uc0b0\uc774 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc5d0\ub108\uc9c0 \uc18c\ube44\ub7c9:<\/strong> \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0\uc11c \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc2e4\ud589\ud558\uba74 \uc804\ub825 \uc18c\ubaa8\uac00 \ub9ce\uc544\uc838 \uc9c0\uc18d \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\uac00 \uc81c\uae30\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uac00\ub2a5\ud55c \ud574\uacb0\ucc45: \uc5f0\uad6c\uc790\ub4e4\uc740 \uc815\ud655\ub3c4\ub97c \uc190\uc0c1\uc2dc\ud0a4\uc9c0 \uc54a\uace0 \uc138\ubd84\ud654 \ubaa8\ub378\uc758 \ud06c\uae30\uc640 \uacc4\uc0b0 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uae30 \uc704\ud574 \ubaa8\ub378 \uac00\uc9c0\uce58\uae30, \uc591\uc790\ud654 \ubc0f \uc9c0\uc2dd \uc99d\ub958\ub97c \ud0d0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc800\uc21c\uc704 \uadfc\uc0ac \ubc0f \uc2e0\uacbd \uad6c\uc870 \uac80\uc0c9(NAS)\uacfc \uac19\uc740 \uae30\uc220\ub3c4 \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc744 \uc704\ud55c \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \ub370\uc774\ud130 \uc8fc\uc11d \ubcf5\uc7a1\uc131 \ubc0f \ube44\uc6a9<\/h3>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubaa8\ub378\uc740 \ud559\uc2b5\uc744 \uc704\ud574 \ub300\uaddc\ubaa8\uc758 \uace0\ud488\uc9c8 \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ud544\uc694\ud558\uc9c0\ub9cc, \ud53d\uc140 \ub2e8\uc704 \uc8fc\uc11d\uc740 \ub178\ub3d9 \uc9d1\uc57d\uc801\uc774\uace0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uba70 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\uae30 \uc27d\uc2b5\ub2c8\ub2e4. \uacbd\uacc4 \uc0c1\uc790 \uc8fc\uc11d\uc774 \ucda9\ubd84\ud55c \uac1d\uccb4 \uac10\uc9c0\uc640 \ub2ec\ub9ac \uc138\uadf8\uba3c\ud14c\uc774\uc158 \uc791\uc5c5\uc740 \uac01 \uac1d\uccb4\uc5d0 \ub300\ud55c \uc815\ud655\ud55c \ub9c8\uc2a4\ud06c \uc8fc\uc11d\uc744 \uc694\uad6c\ud558\uba70, \uc885\uc885 \uc758\ub8cc \uc601\uc0c1 \ubc0f \uc704\uc131 \ubd84\uc11d\uacfc \uac19\uc740 \ub3c4\uba54\uc778\uc5d0 \ub300\ud55c \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub178\ub3d9 \uc9d1\uc57d\uc801 \ud504\ub85c\uc138\uc2a4:<\/strong> \uace0\uae09 \uc8fc\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\ub354\ub77c\ub3c4 \uc218\ub3d9 \uc8fc\uc11d \uc791\uc5c5\uc740 \ub290\ub9bd\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc804\ubb38\uac00 \uc758\uc874\uc131:<\/strong> \uc0dd\ubb3c\uc758\ud559 \uc601\uc0c1 \ubd84\ud560 \ub4f1 \uc77c\ubd80 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc815\ud655\ud55c \ub808\uc774\ube14\ub9c1\uc744 \uc704\ud574 \ub3c4\uba54\uc778 \uc804\ubb38\uac00(\uc608: \ubc29\uc0ac\uc120\uacfc \uc758\uc0ac)\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub370\uc774\ud130 \uc138\ud2b8 \ud3b8\ud5a5:<\/strong> \ub9ce\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ud2b9\uc815 \uc870\uac74\uc5d0\uc11c \uc218\uc9d1\ub418\ubbc0\ub85c \ub2e4\uc591\ud55c \ud604\uc2e4 \uc138\uacc4 \ud658\uacbd\uc5d0 \uc801\uc6a9\ud558\ub294 \ub370 \uc81c\ud55c\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uac00\ub2a5\ud55c \ud574\uacb0\ucc45: \uc8fc\uc11d \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ubc18\uc9c0\ub3c4 \ud559\uc2b5, \uc57d\ud55c \uc9c0\ub3c4 \ud559\uc2b5, \uc790\uae30 \uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \uc218\ub3d9 \ub808\uc774\ube14\ub9c1\uc758 \ud544\uc694\uc131\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2a5\ub3d9 \ud559\uc2b5 \uc804\ub7b5\uc740 \uac00\uc7a5 \uc720\uc775\ud55c \uc0d8\ud50c\uc744 \uc120\ud0dd\uc801\uc73c\ub85c \ub808\uc774\ube14\ub9c1\ud558\uc5ec \uc8fc\uc11d \ube44\uc6a9\uc744 \uc904\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131 \ubc0f GAN \uae30\ubc18 \uc8fc\uc11d \ub3c4\uad6c\ub97c \ud0d0\uc0c9\ud558\uc5ec \uc8fc\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \uc77c\ubc18\ud654 \ubc0f \ub3c4\uba54\uc778 \uc801\uc751<\/h3>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \uc885\uc885 \ud6c8\ub828\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc88b\uc740 \uc131\uacfc\ub97c \uac70\ub450\uc9c0\ub9cc \uc0c8\ub85c\uc6b4 \ub3c4\uba54\uc778, \uc870\uba85 \uc870\uac74, \uce74\uba54\ub77c \uad00\uc810 \ub610\ub294 \ubcf4\uc774\uc9c0 \uc54a\ub294 \uac1d\uccb4 \ud074\ub798\uc2a4\ub85c \uc77c\ubc18\ud654\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4. \uc774 \ub3c4\uba54\uc778 \uc774\ub3d9 \ubb38\uc81c\ub294 \ud2b9\uc815 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud6c8\ub828\ub41c \ubd84\ud560 \ubaa8\ub378\uc774 \uc2e4\uc81c \uc138\uacc4\uc758 \ubcc0\ud654\uc5d0 \uc801\uc751\ud558\uc9c0 \ubabb\ud560 \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud6c8\ub828 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uacfc\uc801\ud569:<\/strong> \ub9ce\uc740 \uc138\ubd84\ud654 \ubaa8\ub378\uc774 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uacfc\ub3c4\ud558\uac8c \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc5b4 \uc2e4\uc81c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc77c\ubc18\ud654\uac00 \uc81c\ub300\ub85c \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub3c4\uba54\uc778 \uc804\ud658 \ubb38\uc81c:<\/strong> \ub3c4\uc2dc \ud48d\uacbd\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub41c \ubaa8\ub378(\uc608: \ub3c4\uc2dc \uacbd\uad00 \ub370\uc774\ud130 \uc138\ud2b8)\uc740 \ub18d\ucd0c \ud658\uacbd\uc774\ub098 \ub2e4\ub978 \uae30\uc0c1 \uc870\uac74\uc5d0\uc11c\ub294 \uc2e4\ud328\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6c8\ub828 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub2e4\uc591\uc131 \ubd80\uc871:<\/strong> \ub9ce\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 \uc778\uc885, \uc9c0\ub9ac, \ud658\uacbd \uc870\uac74 \ubc0f \uce74\uba54\ub77c \ud558\ub4dc\uc6e8\uc5b4\uc5d0 \ub300\ud55c \ubcc0\ud615\uc774 \ubd80\uc871\ud558\uc5ec \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378 \uc131\ub2a5\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uac00\ub2a5\ud55c \ud574\uacb0\ucc45: \ub3c4\uba54\uc778 \uc801\uc751, few-shot \ud559\uc2b5, \uba54\ud0c0 \ud559\uc2b5\uacfc \uac19\uc740 \uae30\uc220\uc740 \ubaa8\ub378\uc774 \ucd5c\uc18c\ud55c\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub85c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc801\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \uc77c\ubc18\ud654\ub97c \uac1c\uc120\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. GAN \ub610\ub294 \ub3c4\uba54\uc778 \ub79c\ub364\ud654\ub97c \uc0ac\uc6a9\ud55c \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc99d\uac15 \uae30\uc220\uc740 \ub354 \ub2e4\uc591\ud55c \ud559\uc2b5 \uc0d8\ud50c\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc790\uae30 \uc9c0\ub3c4 \ud559\uc2b5 \ubc0f \ube44\uc9c0\ub3c4 \ud559\uc2b5 \uc811\uadfc \ubc29\uc2dd\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\ub97c \uc904\uc5ec \ubaa8\ub378\uc774 \uc77c\ubc18\ud654 \uac00\ub2a5\ud55c \uae30\ub2a5\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \uc2e4\uc2dc\uac04 \uc131\ub2a5 \uc81c\uc57d<\/h3>\n\n\n\n<p>\uc2e4\uc2dc\uac04 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc740 \uc790\uc728 \uc8fc\ud589, \ub85c\ubd07 \ube44\uc804, \ube44\ub514\uc624 \uac10\uc2dc, \uc99d\uac15 \ud604\uc2e4(AR)\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\ubd80\ubd84\uc758 \uace0\uc815\ud655\ub3c4 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubaa8\ub378\uc740 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uae30 \ub54c\ubb38\uc5d0 \ucd94\ub860 \uc2dc\uac04\uc774 \uc9c0\uc5f0\ub429\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \uc2e0\uacbd\ub9dd\uc73c\ub85c \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \uc5ec\uc804\ud788 \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc9c0\uc5f0 \ubb38\uc81c:<\/strong> \ub9ce\uc740 \ubaa8\ub378\uc774 \uc2e4\uc2dc\uac04 \uc801\uc6a9\uc5d0 \ud544\uc694\ud55c \uc18d\ub3c4\ub85c \ud504\ub808\uc784\uc744 \ucc98\ub9ac\ud560 \uc218 \uc5c6\uc5b4 \uc758\uc0ac \uacb0\uc815\uc774 \uc9c0\uc5f0\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc815\ud655\ub3c4\uc640 \uc18d\ub3c4 \uac04\uc758 \uade0\ud615:<\/strong> \uac00\ubcbc\uc6b4 \ubaa8\ub378 \ub4f1 \ube60\ub978 \ubaa8\ub378 <strong>MobileNet \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98<\/strong>, \uc815\ud655\ub3c4\uac00 \ub5a8\uc5b4\uc9c0\ub294 \uacbd\uc6b0\uac00 \ub9ce\uace0, \uc815\ud655\ub3c4\uac00 \ub192\uc740 \ubaa8\ub378\uc740 \uc2e4\uc2dc\uac04 \uc801\uc6a9\uc5d0\ub294 \ub108\ubb34 \ub290\ub9bd\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud558\ub4dc\uc6e8\uc5b4 \uc885\uc18d\uc131:<\/strong> \ud558\ub4dc\uc6e8\uc5b4\uc758 \uc81c\ud55c\uc73c\ub85c \uc778\ud574 \uc784\ubca0\ub514\ub4dc \uc2dc\uc2a4\ud15c\uc774\ub098 \ubaa8\ubc14\uc77c \uae30\uae30\uc5d0\uc11c \ub525 \ub7ec\ub2dd \uc138\ubd84\ud654\ub97c \uc2e4\ud589\ud558\ub294 \uac83\uc740 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uac00\ub2a5\ud55c \ud574\uacb0\ucc45: \uc5f0\uad6c\uc790\ub4e4\uc740 YOLO \uae30\ubc18 \uc138\uadf8\uba3c\ud14c\uc774\uc158, Fast-SCNN, MobileViT\uc640 \uac19\uc740 \uc2e4\uc2dc\uac04 \uc138\uadf8\uba3c\ud14c\uc774\uc158 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ub354 \ub098\uc740 \uc18d\ub3c4-\uc815\ud655\ub3c4 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac00\uc9c0\uce58\uae30, \uc9c0\uc2dd \uc99d\ub958, \uc591\uc790\ud654\ub97c \ud3ec\ud568\ud55c \ubaa8\ub378 \ucd5c\uc801\ud654 \uae30\uc220\uc740 \uc5d0\uc9c0 \uc7a5\uce58 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc744 \uc555\ucd95\ud558\uae30 \uc704\ud574 \ud0d0\uad6c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c TPU, FPGA, AI \uac00\uc18d\uae30\uc640 \uac19\uc740 \ud2b9\uc218 \ud558\ub4dc\uc6e8\uc5b4\uac00 \ud6a8\uc728\uc801\uc778 \uc2e4\ud589\uc744 \uc704\ud574 \uc2e4\uc81c \uc2dc\uc2a4\ud15c\uc5d0 \ud1b5\ud569\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">FlyPix AI: \ub525 \ub7ec\ub2dd\uc73c\ub85c \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \ud601\uc2e0\ud558\ub2e4<\/h2>\n\n\n\n<p>\ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \uc774\ubbf8\uc9c0 \ubd84\ud560 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc5b4\ub824\uc6b4 \ubd84\uc57c \uc911 \ud558\ub098\ub294 \uacf5\uac04 \ubd84\uc11d\uc73c\ub85c, \ubc29\ub300\ud55c \uc591\uc758 \uc704\uc131 \ubc0f \ud56d\uacf5 \uc774\ubbf8\uc9c0\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. <a href=\"https:\/\/flypix.ai\/ko\/\" target=\"_blank\" rel=\"noreferrer noopener\">\ud50c\ub77c\uc774\ud53d\uc2a4 AI<\/a>, \uc6b0\ub9ac\ub294 \uc9c0\uad6c \ud45c\uba74\uc744 \uc815\ubc00\ud558\uace0, \ube60\ub974\uace0, \ud655\uc7a5\uc131 \uc788\uac8c \ubd84\uc11d\ud558\uae30 \uc704\ud574 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654\ub97c \ud65c\uc6a9\ud558\ub294 \ub370 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c \ud50c\ub7ab\ud3fc\uc740 \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac1d\uccb4\ub97c \uc790\ub3d9\uc73c\ub85c \uac10\uc9c0\ud558\uace0 \uc138\ubd84\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5, \uac74\uc124, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ubcf4\ud638\uc640 \uac19\uc740 \uc0b0\uc5c5\uc5d0 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FlyPix AI\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc758 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \uac15\ud654\ud558\ub294 \ubc29\ubc95<\/h3>\n\n\n\n<p>\uae30\uc874\uc758 \uc138\ubd84\ud654 \uae30\uc220\uc740 \ubb3c\uccb4\uc758 \ud06c\uae30, \ubaa8\uc591, \uc2a4\ud399\ud2b8\ub7fc \ud2b9\uc131\uc774 \ub2e4\uc591\ud560 \uc218 \uc788\ub294 \ub300\uaddc\ubaa8 \uc704\uc131 \uc774\ubbf8\uc9c0\uc758 \ubcf5\uc7a1\uc131\uc5d0 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 AI \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \uadf9\ubcf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc790\ub3d9\ud654\ub41c \uac1d\uccb4 \uac10\uc9c0 \ubc0f \uc138\ubd84\ud654<\/strong> \u2013 \ub2f9\uc0ac \ubaa8\ub378\uc740 \ub300\uaddc\ubaa8 \uac74\ubb3c, \ub3c4\ub85c, \uc2dd\ubb3c, \uc218\uc5ed \ubc0f \uc778\ud504\ub77c\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9de\ucda4\ud615 AI \ubaa8\ub378 \uad50\uc721<\/strong> \u2013 \uc0ac\uc6a9\uc790\ub294 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \uac74\uc124 \ubaa8\ub2c8\ud130\ub9c1, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\ub958 \ub4f1 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\ub294 \uc138\ubd84\ud654 \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/strong> \u2013 \ud45c\uc900 RGB \ubd84\ud560\uacfc \ub2ec\ub9ac \uc801\uc678\uc120, LiDAR \ubc0f \ucd08\ubd84\uad11 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \ub6f0\uc5b4\ub09c \ud658\uacbd \ubc0f \ub18d\uc5c5 \ubd84\uc11d\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uaddc\ubaa8\uc5d0 \ub530\ub978 \uc2e4\uc2dc\uac04 \ucc98\ub9ac<\/strong> \u2013 FlyPix AI\ub294 99.7%\uc758 \uc2dc\uac04 \uc808\uac10 \ud6a8\uacfc\ub97c \ud1b5\ud574 \uba87 \uc2dc\uac04\uc774 \uac78\ub9ac\ub294 \uae30\uc874 \uc218\ub3d9 \uc8fc\uc11d \ubc29\ubc95\uacfc \ube44\uad50\ud574 \uae30\uac00\ud53d\uc140 \uaddc\ubaa8\uc758 \uc774\ubbf8\uc9c0\ub97c \uba87 \ucd08 \ub9cc\uc5d0 \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 FlyPix AI\uc758 \uc751\uc6a9<\/h3>\n\n\n\n<p>FlyPix AI\ub294 \ub300\uaddc\ubaa8 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c \uc815\ud655\ud558\uace0 \uace0\uc18d \uc138\ubd84\ud654\ub97c \uc81c\uacf5\ud558\uc5ec \uc774\ubbf8 \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0:<\/strong> AI \uae30\ubc18 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc778\ud504\ub77c \uac1c\ubc1c, \ub179\uc9c0, \ub3c4\ub85c\ub9dd\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc815\ubc00 \ub18d\uc5c5:<\/strong> \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ubd84\ud560\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc791\ubb3c \uac74\uac15 \uc0c1\ud0dc\ub97c \ud30c\uc545\ud558\uace0, \ubc2d \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ud1a0\uc591 \uc720\ud615\uc744 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud658\uacbd \ubcf4\ud638:<\/strong> \uc2e4\uc2dc\uac04\uc73c\ub85c \uc0bc\ub9bc \ubc8c\ucc44, \uc218\uc9c8 \uc624\uc5fc, \ud1a0\uc9c0 \ud669\ud3d0\ud654\ub97c \ucd94\uc801\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7ac\ub09c \ub300\uc751 \ubc0f \uc704\ud5d8 \uad00\ub9ac:<\/strong> \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc790\ub3d9 \ubcc0\uacbd \uac10\uc9c0\ub97c \ud1b5\ud574 \ud64d\uc218, \ud5c8\ub9ac\ucf00\uc778 \ub610\ub294 \uc9c0\uc9c4 \ud6c4\uc758 \ud53c\ud574\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uac74\uc124 \ubc0f \uc778\ud504\ub77c \uc720\uc9c0 \uad00\ub9ac:<\/strong> \ub3c4\ub85c, \uad50\ub7c9, \uc0b0\uc5c5 \uc9c0\uc5ed\uc744 \uad6c\ubd84\ud558\uc5ec \uac1c\ubc1c \uc9c4\ud589 \uc0c1\ud669\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uad6c\uc870\uc801 \ubb38\uc81c\ub97c \ud0d0\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">AI\ub97c \ud65c\uc6a9\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\ud560\uc758 \ubbf8\ub798<\/h3>\n\n\n\n<p>\ub525 \ub7ec\ub2dd\uc774 \uacc4\uc18d \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c FlyPix AI\ub294 \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc758 \uacbd\uacc4\ub97c \ub113\ud788\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uccb4 \uac10\ub3c5 \ud559\uc2b5, \uc5f0\ud569 AI, \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \uc735\ud569\uc744 \ud1b5\ud569\ud558\uc5ec \uc0b0\uc5c5\uc774 \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\uc815\uc758\ud560 \ucc28\uc138\ub300 AI \uae30\ubc18 \uacf5\uac04 \ub3c4\uad6c\ub97c \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc790, \ub3c4\uc2dc \uacc4\ud68d\uc790 \ub610\ub294 \ud658\uacbd \ubd84\uc11d\uac00\uc774\ub4e0, \ub2f9\uc0ac \ud50c\ub7ab\ud3fc\uc740 \ud56d\uacf5 \ubc0f \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \uac00\uc7a5 \ube60\ub974\uace0 \uc815\ud655\ud55c \ubd84\ud560 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \ud53d\uc140 \uc218\uc900\uc5d0\uc11c \uac1d\uccb4\ub97c \uc815\ud655\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc2dd\ubcc4\ud560 \uc218 \uc788\uac8c \ud568\uc73c\ub85c\uc368 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \ubd84\ud560 \ubc29\ubc95\uc740 \uc720\uc6a9\ud558\uc9c0\ub9cc \ubcf5\uc7a1\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 \uc885\uc885 \uc5b4\ub824\uc6c0\uc744 \uacaa\ub294 \ubc18\uba74, U-Net, Mask R-CNN, DeepLab\uacfc \uac19\uc740 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud06c\uac8c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc73c\ub85c \uc758\ub8cc \uc601\uc0c1 \ubc0f \uc790\uc728 \uc8fc\ud589\ucc28\ubd80\ud130 \uc704\uc131 \ubd84\uc11d \ubc0f \uc0b0\uc5c5 \uac80\uc0ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub110\ub9ac \ucc44\ud0dd\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc131\uacf5\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \ub192\uc740 \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc8fc\uc11d \ubcf5\uc7a1\uc131, \uc2e4\uc2dc\uac04 \uc131\ub2a5 \uc81c\ud55c\uacfc \uac19\uc740 \uacfc\uc81c\uac00 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc790\uae30 \uc9c0\ub3c4 \ud559\uc2b5, \ubcc0\uc555\uae30 \uae30\ubc18 \ubaa8\ub378, \ub2e4\uc911 \ubaa8\ub4dc \uc811\uadfc \ubc29\uc2dd\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\ub294 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \uc77c\ubc18\ud654 \uac00\ub2a5\ud55c \uc138\ubd84\ud654 \uc194\ub8e8\uc158\uc744 \uc704\ud55c \uae38\uc744 \uc5f4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc774 \uacc4\uc18d \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c, \uc6b0\ub9ac\ub294 \ub354 \ub9ce\uc740 \ud601\uc2e0\uc744 \uae30\ub300\ud560 \uc218 \uc788\uc73c\uba70, \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc774\ubbf8\uc9c0 \uc138\ubd84\ud654\ub97c \ub354\uc6b1 \uc811\uadfc\ud558\uae30 \uc27d\uace0 \uc601\ud5a5\ub825 \uc788\uac8c \ub9cc\ub4e4 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1739185560618\"><strong class=\"schema-faq-question\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc774\ub780 \ubb34\uc5c7\uc774\uace0, \uc65c \uc911\uc694\ud55c\uac00\uc694?<\/strong> <p class=\"schema-faq-answer\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc740 \ubd84\uc11d\uc744 \ub2e8\uc21c\ud654\ud558\uae30 \uc704\ud574 \uc774\ubbf8\uc9c0\ub97c \uc5ec\ub7ec \uc601\uc5ed\uc73c\ub85c \ub098\ub204\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uc758\ub8cc \uc601\uc0c1, \uc790\uc728 \uc8fc\ud589 \uc790\ub3d9\ucc28, \uc0b0\uc5c5 \uc790\ub3d9\ud654\uc640 \uac19\uc774 \uc815\ud655\ud55c \uac1d\uccb4 \uc2dd\ubcc4\uc774 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185581729\"><strong class=\"schema-faq-question\">\ub525\ub7ec\ub2dd\uc740 \uc5b4\ub5bb\uac8c \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \uac1c\uc120\ud558\ub098\uc694?<\/strong> <p class=\"schema-faq-answer\">\ub525 \ub7ec\ub2dd\uc740 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\uc758 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud568\uc73c\ub85c\uc368 \ubcf4\ub2e4 \uc815\ud655\ud55c \uc138\ubd84\ud654\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uae30\uc874 \ubc29\ubc95\uacfc \ub2ec\ub9ac U-Net \ubc0f Mask R-CNN\uacfc \uac19\uc740 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \uc138\ubd80\uc801\uc778 \ud53d\uc140 \uc218\uc900\uc758 \ubd84\ub958\ub97c \uc81c\uacf5\ud558\uc5ec \uc815\ud655\ub3c4\uc640 \uc801\uc751\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185598886\"><strong class=\"schema-faq-question\">\uc758\ubbf8\uc801 \uc138\ubd84\ud654\uc640 \uc778\uc2a4\ud134\uc2a4 \uc138\ubd84\ud654\uc758 \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong> <p class=\"schema-faq-answer\">\uc758\ubbf8\uc801 \uc138\ubd84\ud654\ub294 \uac1d\uccb4 \ubc94\uc8fc\uc5d0 \ub530\ub77c \uac01 \ud53d\uc140\uc5d0 \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud558\uc9c0\ub9cc \ub3d9\uc77c\ud55c \uac1d\uccb4\uc758 \uc5ec\ub7ec \uc778\uc2a4\ud134\uc2a4\ub97c \uad6c\ubcc4\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \uc778\uc2a4\ud134\uc2a4 \uc138\ubd84\ud654\ub294 \ub3d9\uc77c\ud55c \ubc94\uc8fc\uc5d0 \uc18d\ud558\ub354\ub77c\ub3c4 \uac1c\ubcc4 \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \uad6c\ubcc4\ud569\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185615879\"><strong class=\"schema-faq-question\">\uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc77c\ubc18\uc801\uc778 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">\uc778\uae30 \uc788\ub294 \ubaa8\ub378\ub85c\ub294 \uc758\ub8cc \uc601\uc0c1\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 U-Net, \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc744 \uc704\ud55c Mask R-CNN, \uc758\ubbf8 \ubd84\ud560 \uc791\uc5c5\uc5d0\uc11c \ud0c1\uc6d4\ud55c DeepLab\uc774 \uc788\uc2b5\ub2c8\ub2e4. Segment Anything Model(SAM)\uc740 \ucd94\uac00 \ud6c8\ub828 \uc5c6\uc774 \uac1d\uccb4\ub97c \ubd84\ud560\ud560 \uc218 \uc788\ub294 \ucd5c\uadfc\uc758 \ubc1c\uc804\uc785\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185632181\"><strong class=\"schema-faq-question\">\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc138\ubd84\ud654\uc758 \uc8fc\uc694 \uacfc\uc81c\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">\uacfc\uc81c\ub85c\ub294 \ub300\uaddc\ubaa8 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud544\uc694\uc131, \ub192\uc740 \uacc4\uc0b0 \ube44\uc6a9, \uc0c8\ub85c\uc6b4 \ud658\uacbd\uc5d0 \ub300\ud55c \ubaa8\ub378 \uc77c\ubc18\ud654\uc758 \uc5b4\ub824\uc6c0\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc2dc\uac04 \uc138\ubd84\ud654 \uc131\ub2a5\uc744 \ub2ec\uc131\ud558\ub294 \uac83\uc740 \uc5ec\uc804\ud788 \uacfc\uc81c\ub85c \ub0a8\uc544 \uc788\uc73c\uba70, \ud2b9\ud788 \ub85c\ubd07\uacf5\ud559 \ubc0f \uc790\uc728 \uc8fc\ud589\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uadf8\ub807\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185646486\"><strong class=\"schema-faq-question\">\uc5b4\ub5a4 \ub370\uc774\ud130\uc138\ud2b8\uac00 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">\uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 PASCAL VOC, MS COCO, Cityscapes, ADE20K, KITTI\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ub3c4\uc2dc \ud48d\uacbd, \uc758\ub8cc \uc601\uc0c1, \uac1d\uccb4 \uac10\uc9c0\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc5d0\uc11c \uc138\ubd84\ud654 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud55c \uace0\ud488\uc9c8 \uc8fc\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Image segmentation is a crucial process in computer vision that involves partitioning an image into meaningful segments. With the evolution of deep learning, segmentation techniques have advanced significantly, enabling highly accurate object detection and classification. This article provides an in-depth look at deep learning segmentation, its techniques, applications, and the most widely used datasets. Understanding [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":173922,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-174006","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Deep Learning Image Segmentation: Techniques &amp; Applications<\/title>\n<meta name=\"description\" content=\"Discover deep learning image segmentation, its techniques, applications, and datasets. Learn how AI-powered segmentation is transforming industries like healthcare and autonomous driving.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/deep-learning-segmentation\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Learning Image Segmentation: Techniques &amp; Applications\" \/>\n<meta property=\"og:description\" content=\"Discover deep learning image segmentation, its techniques, applications, and datasets. 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Additionally, achieving real-time segmentation performance remains a challenge, especially in applications like robotics and autonomous driving.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185646486","position":6,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185646486","name":"\uc5b4\ub5a4 \ub370\uc774\ud130\uc138\ud2b8\uac00 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\uae4c?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Some of the most widely used datasets include PASCAL VOC, MS COCO, Cityscapes, ADE20K, and KITTI. These datasets provide high-quality annotations for training segmentation models across different domains, such as urban scenes, medical imaging, and object detection.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/174006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=174006"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/174006\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/173922"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=174006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=174006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=174006"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}