{"id":174071,"date":"2025-02-17T21:36:57","date_gmt":"2025-02-17T21:36:57","guid":{"rendered":"https:\/\/flypix.ai\/?p=174071"},"modified":"2025-02-18T12:14:03","modified_gmt":"2025-02-18T12:14:03","slug":"building-damage-assessment","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ko\/building-damage-assessment\/","title":{"rendered":"AI \uae30\ubc18 \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00: \uc7ac\ud574 \ub300\uc751 \ud601\uc2e0"},"content":{"rendered":"<p>\uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\ub294 \uc790\uc5f0 \uc7ac\ud574, \ubb34\ub825 \ucda9\ub3cc \ub610\ub294 \uae30\ud0c0 \uc7ac\uc559\uc801 \uc0ac\uac74 \uc774\ud6c4 \uad6c\uc870\uc801 \uc190\uc0c1\uc758 \uc2ec\uac01\uc131\uc744 \ud310\ub2e8\ud558\ub294 \uc7ac\ub09c \uad00\ub9ac\uc5d0\uc11c \uc911\uc694\ud55c \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uc778\uacf5 \uc9c0\ub2a5(AI)\uacfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \uc190\uc0c1 \ud0d0\uc9c0\uac00 \ud06c\uac8c \uac1c\uc120\ub418\uc5b4 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud55c \ud3c9\uac00\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378, \uc704\uc131 \uc774\ubbf8\uc9c0 \ubc0f \uad6c\uc870 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1 \uae30\uc220\uc774 \uc190\uc0c1 \ud3c9\uac00\ub97c \uac1c\uc120\ud558\uc5ec \ud6a8\uc728\uc801\uc778 \ube44\uc0c1 \ub300\uc751\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ubc29\ubc95\uc744 \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=\"680\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-1024x680.jpg\" alt=\"\" class=\"wp-image-174074\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-1024x680.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-300x199.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-768x510.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-1536x1020.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-2048x1360.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-luis-gomes-166706-546819-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\uac74\ubb3c \uc190\uc0c1 \uac10\uc9c0\uc5d0 \uc788\uc5b4\uc11c AI\uc640 \ub525\ub7ec\ub2dd<\/h2>\n\n\n\n<p>\uac74\ubb3c \uc190\uc0c1 \ud0d0\uc9c0\ub294 AI\uc640 \ub525 \ub7ec\ub2dd\uc744 \ud1b5\ud569\ud558\uba74\uc11c \uae30\uc220 \ud601\uba85\uc744 \uacaa\uc5c8\uc2b5\ub2c8\ub2e4. \uc218\ub3d9 \uac80\uc0ac\uc640 \uc2dc\uac01\uc801 \ud3c9\uac00\uc5d0 \ud06c\uac8c \uc758\uc874\ud588\ub358 \uae30\uc874 \ubc29\ubc95\uc740 \uc885\uc885 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\uace0 \ub178\ub3d9 \uc9d1\uc57d\uc801\uc774\uba70 \uc778\uc801 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\uae30 \uc26c\uc6e0\uc2b5\ub2c8\ub2e4. \uc624\ub298\ub0a0 \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998, \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc758 \ubc1c\uc804\uc73c\ub85c \uc7ac\ub09c \uc9c0\uc5ed\uc5d0\uc11c \uad6c\uc870\uc801 \uc190\uc0c1\uc744 \ud3c9\uac00\ud558\ub294 \ubc29\uc2dd\uc774 \ubcc0\ud654\ud588\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \ubaa8\ub378\uc740 \uc774\uc81c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc190\uc0c1\uc744 \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4, \ubd84\ub958 \ubc0f \uc815\ub7c9\ud654\ud558\uc5ec \uc790\uc5f0 \uc7ac\ud574, \uc804\uc7c1 \uad00\ub828 \ud30c\uad34 \ubc0f \uad6c\uc870\uc801 \uace0\uc7a5\uc5d0 \ub300\ud55c \ub300\uc751 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd, \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560 \uae30\uc220 \ubc0f \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 AI \uae30\ubc18 \uc190\uc0c1 \ud3c9\uac00\ub294 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud558\uba70 \ud655\uc7a5 \uac00\ub2a5\ud558\uc5ec \uc815\ubd80, \ube44\uc0c1 \ub300\uc751\uc790 \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc790\uac00 \uad81\uadf9\uc801\uc73c\ub85c \uc0dd\uba85\uc744 \uad6c\ud558\uace0 \uacbd\uc81c\uc801 \uc190\uc2e4\uc744 \uc904\uc774\ub294 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \uc704\uc131 \uc774\ubbf8\uc9c0 \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378<\/h3>\n\n\n\n<p>\uba38\uc2e0 \ub7ec\ub2dd(ML)\uacfc \ub525 \ub7ec\ub2dd(DL)\uc740 \ud2b9\ud788 \uc7ac\ud574 \ud53c\ud574 \ud3c9\uac00\uc5d0\uc11c \uc6d0\uaca9 \uac10\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud06c\uac8c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \ud53c\ud574 \ud3c9\uac00 \ubc29\ubc95\uc740 \uc218\ub3d9 \uac80\uc0ac\uc5d0 \uc758\uc874\ud558\ub294\ub370, \uc774\ub294 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\uace0 \ub178\ub3d9 \uc9d1\uc57d\uc801\uc774\uba70 \uc7ac\ud574\uac00 \ubc1c\uc0dd\ud55c \uc9c0\uc5ed\uc5d0\uc11c\ub294 \uc885\uc885 \uc704\ud5d8\ud569\ub2c8\ub2e4. \uc704\uc131 \uc774\ubbf8\uc9c0\uc640 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\ub294 AI \uae30\ubc18 \ud53c\ud574 \uac10\uc9c0\ub294 \uc601\ud5a5\uc744 \ubc1b\ub294 \uac74\ubb3c\uacfc \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc790\ub3d9\ud654\ub418\uace0 \ub300\uaddc\ubaa8\uc774\uba70 \uc2e0\uc18d\ud55c \ud3c9\uac00\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378, \ud2b9\ud788 \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uc740 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \uc7ac\ub09c \ubc1c\uc0dd \uc804\ud6c4\uc758 \uad6c\uc870\uc801 \uc774\uc0c1\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4. \ubcc0\ud654 \uac10\uc9c0\ub77c\uace0 \uc54c\ub824\uc9c4 \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \uc7ac\ub09c \ubc1c\uc0dd \uc804\uacfc \uc7ac\ub09c \ubc1c\uc0dd \ud6c4 \uc774\ubbf8\uc9c0\ub97c \ube44\uad50\ud558\uc5ec \uac74\ubb3c\uc758 \ubb3c\ub9ac\uc801 \ubb34\uacb0\uc131\uc758 \ucc28\uc774\uc810\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud53c\ud574 \ud3c9\uac00\uc5d0\uc11c AI\uc758 \ud6a8\uacfc\uc131\uc740 \uace0\ud488\uc9c8 \ub370\uc774\ud130 \uc138\ud2b8, \uc815\ud655\ud55c \uc138\ubd84\ud654 \ubaa8\ub378 \ubc0f \uac15\ub825\ud55c \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc190\uc0c1 \ud0d0\uc9c0\ub97c \uc704\ud55c AI \ubaa8\ub378 \ud6c8\ub828\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8<\/h4>\n\n\n\n<p>AI \uae30\ubc18 \uc190\uc0c1 \ud3c9\uac00 \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0\uc11c \uc911\uc694\ud55c \uc694\uc18c\ub294 \ub300\uaddc\ubaa8 \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac00\uc6a9\uc131\uc785\ub2c8\ub2e4. xView2 xBD \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc190\uc0c1 \ubd84\ub958\ub97c \uad6c\ucd95\ud558\ub294 AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc624\ud508 \uc18c\uc2a4 \ub370\uc774\ud130 \uc138\ud2b8 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Maxar\uc758 \uc624\ud508 \ub370\uc774\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \ub9cc\ub4e4\uc5b4\uc9c4 xView2 xBD \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc5ec\ub7ec \uc9c0\uc5ed\uc758 \uc790\uc5f0 \uc7ac\ud574\uc5d0 \ub300\ud55c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 15\uac1c\uad6d\uc758 18,336\uac1c\uc758 \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \uc7ac\ud574\ub85c \uc601\ud5a5\uc744 \ubc1b\uc740 45,000\uc81c\uacf1\ud0ac\ub85c\ubbf8\ud130 \uc774\uc0c1\uc758 \uc9c0\uc5ed\uc744 \ub2e4\ub8f9\ub2c8\ub2e4. \uac01 \uc774\ubbf8\uc9c0 \uc30d\uc5d0\ub294 \uc7ac\ud574 \uc804(&quot;pre&quot;) \ubc0f \uc7ac\ud574 \ud6c4(&quot;post&quot;) \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4 AI \ubaa8\ub378\uc774 \uac74\ubb3c \uc190\uc0c1 \uc218\uc900\uc744 \ud559\uc2b5\ud558\uace0 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc190\uc0c1 \ud0d0\uc9c0\ub97c \uc704\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378<\/h4>\n\n\n\n<p>\uc5ec\ub7ec \ub525 \ub7ec\ub2dd \uc544\ud0a4\ud14d\ucc98\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc190\uc0c1 \uac10\uc9c0\ub97c \uc704\ud574 \ud14c\uc2a4\ud2b8\ub418\uace0 \uad6c\ud604\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc720-\ub137<\/strong>&nbsp; \u2013 \uac74\ubb3c\uacfc \ud53c\ud574 \uc218\uc900\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \ud53c\uccd0 \ub9f5\uc744 \ucd94\ucd9c\ud558\ub294 CNN \uae30\ubc18 \uc758\ubbf8 \ubd84\ud560 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9c8\uc2a4\ud06c R \u2013 CNN<\/strong>&nbsp; \u2013 \uac1c\ubcc4 \uac74\ubb3c\uc744 \uac10\uc9c0\ud558\uace0 \uc190\uc0c1 \uc2ec\uac01\ub3c4 \ubd84\ub958\ub97c \uc9c0\uc815\ud558\ub294 \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>BDA\ub137<\/strong>&nbsp; \u2013 \uc7ac\ub09c \uc804\uacfc \uc7ac\ub09c \ud6c4 \uc774\ubbf8\uc9c0\ub97c \ud1b5\ud569\ud558\uc5ec \uac74\ubb3c \ubd84\ud560 \ubc0f \ud53c\ud574 \ud3c9\uac00\ub97c \uc218\ud589\ud558\ub294 \ub2e4\ub2e8\uacc4 CNN \uc544\ud0a4\ud14d\ucc98.<\/li>\n\n\n\n<li><strong>\ub354 \ube60\ub978 R \u2013 CNN<\/strong>&nbsp; \u2013 \uc190\uc0c1\ub41c \uad6c\uc870\ubb3c\uc758 \uac1d\uccb4 \uac10\uc9c0 \ubc0f \ubd84\ub958\ub97c \uc704\ud574 \uc124\uacc4\ub41c \uc9c0\uc5ed \uae30\ubc18 CNN \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc774\ub7ec\ud55c \ubaa8\ub378\uc740 ResNet, EfficientNet, Inception v3\uc640 \uac19\uc740 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubc31\ubcf8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc2ec\uce35\uc801\uc778 \ud2b9\uc9d5 \ud45c\ud604\uc744 \ucd94\ucd9c\ud558\uc5ec \uc815\ud655\ud55c \uc190\uc0c1 \ubd84\ud560 \ubc0f \ubd84\ub958\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">AI \uae30\ubc18 \uc704\uc131 \uc190\uc0c1 \ud0d0\uc9c0\uc758 \uacfc\uc81c<\/h4>\n\n\n\n<p>AI \uae30\ubc18 \uc190\uc0c1 \ud3c9\uac00\uc758 \ubc1c\uc804\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc5ec\uc804\ud788 \uba87 \uac00\uc9c0 \uacfc\uc81c\uac00 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub370\uc774\ud130 \ubd88\uade0\ud615<\/strong>&nbsp; \u2013 xBD \ub370\uc774\ud130 \uc138\ud2b8\ub294 &quot;\uc190\uc0c1 \uc5c6\uc74c&quot; \uac74\ubb3c\uc5d0 \uce58\uc6b0\uccd0 \uc788\uc5b4 \ubaa8\ub378\uc774 \uc2ec\uac01\ud55c \uc190\uc0c1 \ud2b9\uc9d5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\ubbf8\uc9c0 \ud488\uc9c8\uc758 \ubcc0\ud654<\/strong>&nbsp; \u2013 \ud574\uc0c1\ub3c4, \uac01\ub3c4, \uc870\uba85 \uc870\uac74\uc758 \ucc28\uc774\ub294 \ubaa8\ub378 \uc131\ub2a5\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud3d0\uc0c9 \ubc0f \uadf8\ub9bc\uc790<\/strong>&nbsp; \u2013 \uc5f0\uae30, \uc794\ud574, \ub098\ubb34 \ub36e\uac1c\uc640 \uac19\uc740 \uc7a5\uc560\ubb3c\uc740 \uac74\ubb3c \uc724\uacfd\uc744 \uac00\ub824 \uac10\uc9c0 \uc815\ud655\ub3c4\ub97c \ub0ae\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc77c\ubc18\ud654 \ubb38\uc81c<\/strong>&nbsp; \u2013 \ud55c \uac00\uc9c0 \uc7ac\ub09c \uc720\ud615(\uc608: \ud5c8\ub9ac\ucf00\uc778)\uc5d0 \ub300\ud574 \ud6c8\ub828\ub41c AI \ubaa8\ub378\uc740 \ub2e4\ub978 \uc7ac\ub09c \uc2dc\ub098\ub9ac\uc624(\uc608: \uc9c0\uc9c4, \uc804\uc7c1 \ud53c\ud574)\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc644\ud654\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ub370\uc774\ud130 \uc99d\uac00 \uae30\uc220(\ubb34\uc791\uc704 \uc790\ub974\uae30, \ud68c\uc804, \ubc1d\uae30 \uc870\uc815)\uacfc \uc804\uc774 \ud559\uc2b5 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc7ac\ud574 \uc774\ubca4\ud2b8\uc5d0\uc11c \ubaa8\ub378\uc758 \uacac\uace0\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \uc804\uc7c1\uc5d0\uc11c\uc758 AI - \ud53c\ud574 \ud3c9\uac00<\/h3>\n\n\n\n<p>\uc9c4\ud589 \uc911\uc778 \ub7ec\uc2dc\uc544-\uc6b0\ud06c\ub77c\uc774\ub098 \uc804\uc7c1\uc740 \uc804\uc7c1 \uc9c0\uc5ed\uc5d0\uc11c AI \uae30\ubc18 \ud53c\ud574 \ud3c9\uac00\uc5d0 \ub300\ud55c \uc2dc\uae09\ud55c \ud544\uc694\uc131\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc790\uc5f0 \uc7ac\ud574\uc640 \ub2ec\ub9ac \uc804\uc7c1 \uad00\ub828 \ud30c\uad34\ub294 \uc885\uc885 \ud45c\uc801 \ud3ed\uaca9, \ubbf8\uc0ac\uc77c \uacf5\uaca9 \ubc0f \ud3ec\uaca9\uc73c\ub85c \uc778\ud574 \ubc1c\uc0dd\ud558\uc5ec \uad11\ubc94\uc704\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc5c6\uc73c\uba70 \uad6d\uc9c0\uc801\uc778 \ud53c\ud574\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p>AI \uae30\ubc18 \uc804\uc7c1 \ud53c\ud574 \ud3c9\uac00\ub294 \ub2e4\uc74c\uc5d0 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc778\ub3c4\uc801 \uc9c0\uc6d0 \uc870\uc815<\/strong>&nbsp; \u2013 \uc989\uac01\uc801\uc778 \uad6c\ud638 \ud65c\ub3d9\uc744 \uc704\ud574 \uc2ec\uac01\ud55c \ud53c\ud574\ub97c \uc785\uc740 \uc9c0\uc5ed\uc744 \ud30c\uc545\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7ac\uac74 \uacc4\ud68d<\/strong>&nbsp; \u2013 \uc190\uc0c1\ub41c \uc778\ud504\ub77c\ub97c \uc6b0\uc120\uc801\uc73c\ub85c \uc7ac\uac74\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubc95\uc801 \ubb38\uc11c<\/strong>&nbsp; \u2013 \uc804\uc7c1 \ubc94\uc8c4 \uc218\uc0ac\ub97c \uc704\ud55c \uc2dc\uac01\uc801 \uc99d\uac70 \uc81c\uacf5.<\/li>\n<\/ul>\n\n\n\n<p>\uc804\uc7c1\uc73c\ub85c \uc778\ud55c \ud30c\uad34\ub97c \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc790\uc5f0 \uc7ac\ud574 \ub370\uc774\ud130(\uc608: xBD \ub370\uc774\ud130 \uc138\ud2b8)\ub85c \ud6c8\ub828\ub41c \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec Google Earth\uc640 Maxar \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac08\ub4f1\uc73c\ub85c \uc778\ud574 \uc190\uc0c1\ub41c \uac74\ubb3c\uc744 \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc804\uc7c1\uc5d0\uc11c\uc758 \ub3c4\uc804 - \ud53c\ud574 \uac10\uc9c0<\/h4>\n\n\n\n<p>AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\uc7c1 \uad00\ub828 \ud53c\ud574\ub97c \ubd84\uc11d\ud558\ub294 \uac83\uc740 \uace0\uc720\ud55c \uacfc\uc81c\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc190\uc0c1 \ud328\ud134\uc758 \ucc28\uc774<\/strong>&nbsp; \u2013 \uc804\uc7c1\uc73c\ub85c \uc778\ud55c \ud30c\uad34\ub294 \uc790\uc5f0 \uc7ac\ud574\uc640 \ub2e4\ub974\uba70 \ud64d\uc218\ub098 \ubc14\ub78c\uc73c\ub85c \uc778\ud55c \ud53c\ud574\uac00 \uc544\ub2cc \uc9c1\uc811\uc801\uc778 \ud3ed\ubc1c, \ubd80\ubd84\uc801\uc778 \uad6c\uc870\ubb3c \ubd95\uad34, \uadf8\uc744\ub9b0 \uac74\ubb3c \ub4f1\uc774 \ud3ec\ud568\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc81c\ud55c\ub41c \ud6c8\ub828 \ub370\uc774\ud130<\/strong>&nbsp; \u2013 \uc790\uc5f0 \uc7ac\ud574\uc640 \ub2ec\ub9ac xBD\uc640 \ube44\uad50\ud560 \uc218 \uc788\ub294 \ub300\uaddc\ubaa8\uc758 \uacf5\uac1c \uc804\uc7c1 \ud53c\ud574 \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc5c6\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\ubbf8\uc9c0 \ubd80\uc871 \ubc0f \ud488\uc9c8 \ubb38\uc81c<\/strong>&nbsp; \u2013 \uac08\ub4f1 \uc9c0\uc5ed\uc758 \uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \uae30\ubc00\ub85c \ubd84\ub958\ub418\uc5c8\uac70\ub098 \uc774\uc6a9\ud560 \uc218 \uc5c6\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \uc774\uc6a9 \uac00\ub2a5\ud55c \uc774\ubbf8\uc9c0\uc758 \ud574\uc0c1\ub3c4\uac00 \ub0ae\uac70\ub098 \uad6c\ub984\uc5d0 \ub36e\uc5ec \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc804\uc7c1 \uc9c0\uc5ed\uc758 \uc5ed\ub3d9\uc801\uc778 \ud2b9\uc131<\/strong>&nbsp; \u2013 \uc790\uc5f0 \uc7ac\ud574\uc640 \ub2ec\ub9ac, \ud65c\ub3d9\uc801\uc778 \uac08\ub4f1 \uc9c0\uc5ed\uc740 \uacc4\uc18d\ud574\uc11c \ud30c\uad34\ub97c \uacaa\uae30 \ub54c\ubb38\uc5d0 \uc815\uc801\uc778 &#039;\uc774\uc804\uacfc \uc774\ud6c4&#039; \ube44\uad50\uac00 \ud6a8\uacfc\uc801\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\uc804\uc7c1\uc5d0\uc11c AI\uc758 \ubbf8\ub798 - \ud53c\ud574 \ud3c9\uac00<\/h4>\n\n\n\n<p>AI \uc8fc\ub3c4 \uc804\uc7c1 \ud53c\ud574 \uac10\uc9c0\ub97c \uac15\ud654\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ub2e4\uc74c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc804\uc7c1 - \ud53c\ud574 \ub370\uc774\ud130 \uc138\ud2b8<\/strong>&nbsp; \u2013 \uc804\ubb38 AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud574 \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \uc804\uc7c1 \uc774\ubbf8\uc9c0 \uc218\uc9d1.<\/li>\n\n\n\n<li><strong>\ub4dc\ub860 \uae30\ubc18 AI \ud1b5\ud569<\/strong>&nbsp; \u2013 \uc2e4\uc2dc\uac04 AI \ubd84\uc11d\uc744 \uc704\ud574 UAV\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud4e8\uc804<\/strong>&nbsp; \u2013 \uc815\ud655\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 \uc704\uc131, \ub4dc\ub860, \uc9c0\uc0c1 \uc774\ubbf8\uc9c0\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc2e4\uc2dc\uac04 AI \ubaa8\ub2c8\ud130\ub9c1<\/strong>&nbsp; \u2013 \uc0c8\ub85c\uc6b4 \uc704\uc131 \uc774\ubbf8\uc9c0\uac00 \uc81c\uacf5\ub418\uba74 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 AI \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uc5ec \ud53c\ud574 \ubcf4\uace0\uc11c\ub97c \uc790\ub3d9\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>AI\ub97c \ud65c\uc6a9\ud55c \uc804\uc7c1 \uc9c0\uc5ed\uc758 \ud53c\ud574 \ud3c9\uac00\ub294 \ubcf4\ub2e4 \ube60\ub978 \uc7ac\ub09c \ub300\uc751, \ud6a8\uc728\uc801\uc778 \uc778\ub3c4\uc801 \uc9c0\uc6d0 \ubd84\ubc30, \uac08\ub4f1 \uc9c0\uc5ed\uc5d0\uc11c\uc758 \uc7a5\uae30\uc801\uc778 \uc778\ud504\ub77c \uc7ac\uac74\uc744 \ud5a5\ud55c \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"577\" data-id=\"174140\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-1024x577.jpg\" alt=\"\" class=\"wp-image-174140\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-1024x577.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-300x169.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-768x433.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-1536x865.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-2048x1154.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-davidmcbee-392031-18x10.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AI \u2013 \uc190\uc0c1 \ud3c9\uac00\ub97c \uc704\ud55c \uad6c\ub3d9 \ubaa8\ub378<\/h2>\n\n\n\n<p>\uc778\uacf5 \uc9c0\ub2a5(AI)\uacfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\uc758 \uc815\ud655\ub3c4\uc640 \ud6a8\uc728\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c AI \uae30\ubc18 \ubaa8\ub378\uc740 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc9c0\uc9c4 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ud560 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc190\uc0c1\ub41c \uad6c\uc870\ubb3c\uc744 \uac10\uc9c0\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4. AI \ubaa8\ub378\uc774 \uc190\uc0c1 \ud3c9\uac00\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\ub294 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc601\uc5ed\uc740 \uc774\ubbf8\uc9c0 \ubd84\ud560, \uc190\uc0c1 \ubd84\ub958 \ubc0f \uc2e4\uc2dc\uac04 \uad6c\uc870 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1(SHM)\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. U \u2013 Net \ubc0f Mask R \u2013 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \uc704\ud55c CNN<\/h3>\n\n\n\n<p>\uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\uc758 \uc8fc\uc694 \uc791\uc5c5 \uc911 \ud558\ub098\ub294 \uc774\ubbf8\uc9c0 \ubd84\ud560\ub85c, \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac74\ubb3c\uc744 \uc2dd\ubcc4\ud558\uace0 \uc724\uacfd\uc744 \uadf8\ub9ac\uba70 \uad6c\uc870\uc801 \ubb34\uacb0\uc131\uc744 \ubd84\ub958\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \ubaa9\uc801\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ub525 \ub7ec\ub2dd \ubaa8\ub378 \ub450 \uac00\uc9c0\ub294 U-Net\uacfc Mask R-CNN\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uac74\ubb3c \uc138\ubd84\ud654\ub97c \uc704\ud55c U-Net \ubaa8\ub378<\/h4>\n\n\n\n<p>U-Net\uc740 \uc758\ubbf8\ub860\uc801 \ubd84\ud560\uc744 \uc704\ud574 \uc124\uacc4\ub41c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud569\uc131 \uc2e0\uacbd\ub9dd(CNN)\uc785\ub2c8\ub2e4. \uc6d0\ub798\ub294 \uc0dd\ubb3c\uc758\ud559 \uc774\ubbf8\uc9c0 \ubd84\ud560\uc744 \uc704\ud574 \uac1c\ubc1c\ub41c U-Net\uc740 \uc7ac\ud574 \ud53c\ud574 \ud3c9\uac00\ub97c \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc778 \uac83\uc73c\ub85c \uc785\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>U-Net\uc740 \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><strong>\uc778\ucf54\ub354(\uc218\ucd95 \uacbd\ub85c)<\/strong>: \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uac1c\uc758 \ud569\uc131\uacf1 \ubc0f \ud480\ub9c1 \uacc4\uce35\uc744 \uc801\uc6a9\ud558\uc5ec \uc785\ub825 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uacf5\uac04\uc801 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\uace0, \ud2b9\uc9d5 \uae4a\uc774\ub97c \ub298\ub9ac\ub294 \ub3d9\uc2dc\uc5d0 \uacf5\uac04\uc801 \ucc28\uc6d0\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \uc904\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubcd1\ubaa9 \ub808\uc774\uc5b4<\/strong>: \uac00\uc7a5 \ub0ae\uc740 \ud574\uc0c1\ub3c4 \uacc4\uce35\uc73c\ub85c, \uace0\uc218\uc900 \uae30\ub2a5\uc774 \ud559\uc2b5\ub418\ub294 \uacc4\uce35\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub514\ucf54\ub354(\ud655\uc7a5 \uacbd\ub85c)<\/strong>: \uc774 \uc5c5\uc0d8\ud50c\ub9c1 \ud504\ub85c\uc138\uc2a4\ub294 \uac1d\uccb4\uc758 \uacf5\uac04\uc801 \uc704\uce58\ub97c \ud559\uc2b5\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc774\ubbf8\uc9c0 \ud574\uc0c1\ub3c4\ub97c \ubcf5\uc6d0\ud558\uc5ec \uc815\ud655\ud55c \ubd84\ud560\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc190\uc0c1 \uac10\uc9c0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 U-Net\uc740 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ubc31\ubcf8\uc73c\ub85c \ud14c\uc2a4\ud2b8\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub808\uc2a4\ub13734<\/strong>&nbsp; \u2013 \uac00\ubccd\uc9c0\ub9cc \uac15\ub825\ud55c \uae30\ub2a5 \ucd94\ucd9c\uae30.<\/li>\n\n\n\n<li><strong>\uc138\ub808\uc2a4\ub125\uc2a4\ud2b850<\/strong>&nbsp; \u2013 \uae30\ub2a5 \ud45c\ud604\uc744 \uac15\ud654\ud558\ub294 \uac1c\uc120\ub41c ResNet \uc544\ud0a4\ud14d\ucc98.<\/li>\n\n\n\n<li><strong>\uc778\uc149\uc158 v3<\/strong>&nbsp; \u2013 \ub2e4\uc911 \uc2a4\ucf00\uc77c \uae30\ub2a5 \ucd94\ucd9c\uc744 \uc81c\uacf5\ud558\uc5ec \ubd84\ud560 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6a8\uc728\uc801\uc778 \ub137 B4<\/strong>&nbsp; \u2013 \ub354 \uc801\uc740 \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\ub85c \ub354 \ub098\uc740 \uc815\ud655\ub3c4\ub97c \uc704\ud574 \ucd5c\uc801\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\uc190\uc0c1 \uac10\uc9c0\uc5d0\uc11c U-Net\uc758 \uc131\ub2a5<\/h4>\n\n\n\n<p>U-Net\uc740 \uac74\ubb3c\uc744 \uc9c0\uc5ed\ud654\ud558\ub294 \ub370\ub294 \uc88b\uc740 \uc131\uacfc\ub97c \ubcf4\uc774\uc9c0\ub9cc \ub2e4\uc591\ud55c \uc218\uc900\uc758 \uc190\uc0c1\uc744 \uc815\ud655\ud558\uac8c \ubd84\ub958\ud558\ub294 \ub370\ub294 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud3d0\uc1c4, \uadf8\ub9bc\uc790, \ubc00\uc9d1\ub41c \ud658\uacbd\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc5b4 \uc5f0\uad6c\uc790\ub4e4\uc740 Mask R-CNN\uacfc \uac19\uc740 \ub300\uccb4 \ubaa8\ub378\uc744 \ud0d0\uc0c9\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Mask R \u2013 \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc744 \uc704\ud55c CNN<\/h3>\n\n\n\n<p>U-Net\uc774 \uc758\ubbf8\uc801 \ubd84\ud560\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74, Mask R-CNN\uc740 \uc778\uc2a4\ud134\uc2a4 \ubd84\ud560\uc744 \uc218\ud589\ud558\ub294 \ub354\uc6b1 \uc9c4\ubcf4\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc989, \uac74\ubb3c\uc744 \ud0d0\uc9c0\ud558\uace0 \ubd84\ud560\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc7a5\uba74 \ub0b4 \uac1c\ubcc4 \uc190\uc0c1 \uc778\uc2a4\ud134\uc2a4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Mask R \u2013 CNN\uc740 \uac1d\uccb4 \uac10\uc9c0 \ud504\ub808\uc784\uc6cc\ud06c\uc778 Faster R \u2013 CNN\uc758 \ud655\uc7a5\uc785\ub2c8\ub2e4. \uacbd\uacc4 \uc0c1\uc790\uc640 \ud568\uaed8 \uac1d\uccb4 \ub9c8\uc2a4\ud06c\ub97c \uc608\uce21\ud558\ub294 \uc138\ubd84\ud654 \ubd84\uae30\ub97c \ub3c4\uc785\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc138 \ub2e8\uacc4\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc9c0\uc5ed \uc81c\uc548 \ub124\ud2b8\uc6cc\ud06c(RPN)<\/strong>: \uac1d\uccb4\uac00 \uc704\uce58\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\uc801\uc778 \uc601\uc5ed(\uacbd\uacc4 \uc0c1\uc790)\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5 \ucd94\ucd9c \ubc0f \ubd84\ub958<\/strong>: CNN \uae30\ubc18 \ubc31\ubcf8(\uc608: ResNet)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac10\uc9c0\ub41c \uac1d\uccb4\ub97c \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9c8\uc2a4\ud06c \uc608\uce21<\/strong>: \uc138\ubd84\ud654 \ubd84\uae30\ub294 \uc644\uc804\ud788 \uc5f0\uacb0\ub41c \ub124\ud2b8\uc6cc\ud06c\ub97c \uc801\uc6a9\ud558\uc5ec \ud53d\uc140 \uc218\uc900 \ub9c8\uc2a4\ud06c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\uc190\uc0c1 \ud3c9\uac00\uc5d0\uc11c Mask R-CNN\uc758 \uc7a5\uc810<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8\uc9c0 \uc218\uc900\uc5d0\uc11c \uc190\uc0c1\uc744 \ubd84\ub958\ud558\ub294 \uac8c \uc544\ub2c8\ub77c, \uac1c\ubcc4\uc801\uc73c\ub85c \uc190\uc0c1\ub41c \uac74\ubb3c\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uad6c\uc870\ubb3c\uc774 \ubc00\uc9d1\ub418\uc5b4 \uc788\ub294 \ub3c4\uc2dc \ud658\uacbd\uc5d0\uc11c \uc88b\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub2e4\uc911 \ub4f1\uae09 \ubd84\ub958\ub97c \uc81c\uacf5\ud558\uc5ec \uc190\uc0c1\uc758 \uc2ec\uac01\ub3c4 \uc218\uc900\uc744 \ub2e4\uc591\ud558\uac8c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc5f0\uad6c\uc790\ub4e4\uc740 \uc138\uadf8\uba3c\ud14c\uc774\uc158\uc744 \uc704\ud55c Mask R-CNN\uacfc \ubd84\ub958\ub97c \uc704\ud55c Inception v3\ub97c \uacb0\ud569\ud558\uba74 \uc190\uc0c1 \ud0d0\uc9c0\uc758 \uc815\ud655\ub3c4\uac00 \ub192\uc544\uc9c4\ub2e4\ub294 \uac83\uc744 \ubc1c\uacac\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc559\uc0c1\ube14 \uc811\uadfc \ubc29\uc2dd\uc740 \uc815\ud655\ud55c \uc704\uce58 \ud30c\uc545\uacfc \uacac\uace0\ud55c \uc190\uc0c1 \ubd84\ub958\ub97c \ubaa8\ub450 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uacb0\uacfc\ub97c \ud06c\uac8c \uac1c\uc120\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. AI\ub97c \ud65c\uc6a9\ud55c \ud53c\ud574 \ubd84\ub958<\/h3>\n\n\n\n<p>\uac74\ubb3c\uc744 \ud0d0\uc9c0\ud558\uace0 \uc138\ubd84\ud654\ud55c \ud6c4 \ub2e4\uc74c \ub2e8\uacc4\ub294 \uc190\uc0c1 \ubd84\ub958, \uc989 \uad6c\uc870\uc801 \uc601\ud5a5 \uc218\uc900\uc744 \uacb0\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc190\uc0c1 \ubd84\ub958\uc5d0\uc11c\uc758 AI \uc131\ub2a5<\/h4>\n\n\n\n<p>\ud14c\uc2a4\ud2b8\ub41c \ub2e4\uc591\ud55c \ub525 \ub7ec\ub2dd \ubaa8\ub378 \uc911\uc5d0\uc11c Mask R \u2013 CNN + Classifier \uc559\uc0c1\ube14\uc774 \uac00\uc7a5 \uc88b\uc740 \uacb0\uacfc\ub97c \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \ud1b5\uc81c\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>F1 \u2013 0.80\uc744 \ucd08\uacfc\ud558\ub294 \uc810\uc218\ub294 \ub192\uc740 \ubd84\ub958 \uc815\ud655\ub3c4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub192\uc740 \ud68c\uc218\uc728\uc744 \ud1b5\ud574 \ub300\ubd80\ubd84\uc758 \uc190\uc0c1\ub41c \uac74\ubb3c\uc774 \uc62c\ubc14\ub974\uac8c \uc2dd\ubcc4\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uc6b0\ud06c\ub77c\uc774\ub098\uc758 \uc804\uc7c1 \ud53c\ud574 \ud3c9\uac00\uc640 \uac19\uc740 \uc678\ubd80 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud14c\uc2a4\ud2b8\ud588\uc744 \ub54c \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub294 \uc57d 10%\ub9cc\ud07c \ub5a8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\ub2a5 \uc800\ud558\ub294 AI \uae30\ubc18 \ud53c\ud574 \ud3c9\uac00\uc758 \ud575\uc2ec \ubb38\uc81c\ub97c \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \uc77c\ubc18\ud654\ud558\ub824\uba74 \ud6c8\ub828 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ub2e4\uc591\ud558\uace0 \uade0\ud615 \uc7a1\ud600 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc804\uc7c1 \ud53c\ud574\ub294 \uc790\uc5f0 \uc7ac\ud574\uc640 \ub2e4\ub978 \uad6c\uc870\uc801 \ud2b9\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc73c\ubbc0\ub85c \uc804\ubb38\uc801\uc778 \ud6c8\ub828 \ub370\uc774\ud130\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc7ac\ud574\uc640 \uc804\uc7c1 \uad00\ub828 \ud30c\uad34\uc5d0 \ub300\ud55c \ubaa8\ub378 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uc804\uc774 \ud559\uc2b5 \ubc0f \ub3c4\uba54\uc778 \uc801\uc751 \uae30\uc220\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. AI\ub97c \ud65c\uc6a9\ud55c \uad6c\uc870 \uac74\uc804\uc131 \ubaa8\ub2c8\ud130\ub9c1(SHM)<\/h3>\n\n\n\n<p>\uc778\uacf5\uc704\uc131 \uc774\ubbf8\uc9c0 \uc678\uc5d0\ub3c4 AI\ub294 \uc2e4\uc2dc\uac04 \uad6c\uc870 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1(SHM)\uc5d0\ub3c4 \uc801\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uac74\ubb3c\uc5d0 \uc7a5\ucc29\ub41c \uc13c\uc11c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc9c4\uc73c\ub85c \uc778\ud55c \uc190\uc0c1\uc744 \uc989\uc2dc \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc0ac\ub840 \uc5f0\uad6c: \uc77c\ubcf8\uc758 AI \uae30\ubc18 SHM<\/h4>\n\n\n\n<p>\uc77c\ubcf8 \ub3c4\uc694\ud558\uc2dc \uacf5\ub300\uc758 \uc5f0\uad6c\uc6d0\ub4e4\uc740 AI \uae30\ubc18 \uc9c0\uc9c4 \ud53c\ud574 \ud3c9\uac00 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \uac74\ubb3c\uc5d0 \uc124\uce58\ub41c \uc9c0\uc9c4 \uc13c\uc11c\uc758 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc9c0\uc9c4\uc73c\ub85c \uc778\ud55c \ud53c\ud574 \uc218\uc900\uc744 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">AI \uae30\ubc18 SHM \uc791\ub3d9 \ubc29\uc2dd<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\uc9c0\uc9c4 \uc13c\uc11c\ub294 \uc9c0\uc9c4 \ubc1c\uc0dd \uc2dc \uc9c4\ub3d9\uc744 \uae30\ub85d\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>AI \ubaa8\ub378\uc740 \uc9c0\uc9c4 \ub370\uc774\ud130\uc758 \uc6e8\uc774\ube14\ub9bf \uc2a4\ud399\ud2b8\ub7fc\uc744 \ubd84\uc11d\ud558\uc5ec \uad6c\uc870\uc801 \uc774\uc0c1\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uc740 \uac74\ubb3c\uc744 \ub2e4\uc74c\uacfc \uac19\uc774 \ubd84\ub958\ud569\ub2c8\ub2e4. \uc548\uc804 - \uad6c\uc870\uc801 \uc190\uc0c1\uc774 \uac10\uc9c0\ub418\uc9c0 \uc54a\uc74c. \uc8fc\uc758 \ud544\uc694 - \uc0ac\uc18c\ud55c \uc190\uc0c1\uc774 \uc874\uc7ac\ud558\uba70 \ucd94\uac00 \uac80\uc0ac\uac00 \ud544\uc694\ud568. \uc704\ud5d8 - \uc2ec\uac01\ud55c \uc190\uc0c1\uc774\uba70 \uc989\uac01\uc801\uc778 \ub300\ud53c\uac00 \ud544\uc694\ud568.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\uc77c\ubcf8\uc5d0\uc11c AI \uae30\ubc18 SHM \ubc30\ud3ec<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc77c\ubcf8\uc758 \ud788\uac00\uc2dc\ubbf8\uce74\uc640 \uc9c0\uc5ed\uc740 AI \uae30\ubc18 SHM\uc744 \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc9c0\uc9c4\uc774 \ubc1c\uc0dd\ud55c \ud6c4 \uba87 \ubd84 \uc774\ub0b4\uc5d0 \uc9c0\ubc29 \uc815\ubd80 \uae30\uad00\uacfc \ube44\uc0c1 \uc13c\ud130\ub294 \uc774\uba54\uc77c\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ud53c\ud574 \ubcf4\uace0\uc11c\ub97c \ubc1b\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774 \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\uba74 \uc2e0\uc18d\ud55c \uc758\uc0ac \uacb0\uc815\uc774 \uac00\ub2a5\ud574\uc838 \uc2e4\uc81c \uac80\uc0ac\uc5d0 \ud544\uc694\ud55c \uc2dc\uac04\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">AI \uae30\ubc18 SHM\uc758 \uc7a5\uc810: \uae30\uc874 \ubc29\uc2dd \ub300\ube44AI \uae30\ubc18 \uad6c\uc870 \ubaa8\ub2c8\ud130\ub9c1\uc758 \ubbf8\ub798<\/h4>\n\n\n\n<p>\uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub354\uc6b1 \uac1c\uc120\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 IoT \uc13c\uc11c, \ub4dc\ub860, AI\ub97c \ud1b5\ud569 \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ud558\uc5ec \uc778\ud504\ub77c \uc548\uc815\uc131\uc5d0 \ub300\ud55c \ub77c\uc774\ube0c \uc5c5\ub370\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \uac1c\ubc1c \ub0b4\uc6a9\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\ub85c \uad6c\ub3d9\ub418\ub294 \uc870\uae30 \uacbd\ubcf4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc7a0\uc7ac\uc801\uc778 \uac74\ubb3c \ubd95\uad34\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ube44\uc0c1 \ub300\uc751\ud300 \uac04 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud574 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc9c0\uc9c4\ubfd0 \uc544\ub2c8\ub77c \ud5c8\ub9ac\ucf00\uc778, \ud3ed\ubc1c, \uad6c\uc870\ubb3c \ub9c8\ubaa8\ub85c \uc778\ud55c \ud53c\ud574\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uc601\uc5ed\uc73c\ub85c \ud655\uc7a5\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>AI \uae30\ubc18 \ud53c\ud574 \ud3c9\uac00 \ubaa8\ub378\uc740 \uc7ac\ub09c \ub300\uc751 \ubc0f \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. U-Net \ubc0f Mask R-CNN\uc740 \uc138\ubd84\ud654 \uad6c\ucd95\uc758 \ud575\uc2ec \uc694\uc18c\uc774\uba70, Inception v3\uc640 \uac19\uc740 \ubd84\ub958 \ubaa8\ub378\uc740 \ud53c\ud574 \ud3c9\uac00\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. AI\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ub118\uc5b4 \uc9c0\uc9c4 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uba87 \ubd84 \ub0b4\uc5d0 \uc9c0\uc9c4 \ud53c\ud574\ub97c \ud3c9\uac00\ud558\ub294 \uc2e4\uc2dc\uac04 SHM \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc7a5\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uc77c\ubc18\ud654\ub294 \uc5ec\uc804\ud788 \uc5b4\ub824\uc6b4 \uacfc\uc81c\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \ud55c \uac00\uc9c0 \uc7ac\ub09c \uc720\ud615\uc5d0 \ub300\ud574 \ud6c8\ub828\ub41c \ubaa8\ub378\uc774 \ub2e4\ub978 \uc7ac\ub09c \uc720\ud615\uc5d0 \ub300\ud574 \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uc9c0 \ubabb\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ub370\uc774\ud130 \uc138\ud2b8 \ub2e4\uc591\uc131, \uc804\uc774 \ud559\uc2b5 \ubc0f \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ud1b5\ud569\uc5d0 \uc9d1\uc911\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc790\ub3d9\ud654\ub41c \ud53c\ud574 \ud3c9\uac00\uac00 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud558\uba70 \ub354 \uad11\ubc94\uc704\ud558\uac8c \ubc30\ud3ec\ub418\uc5b4 \uad81\uadf9\uc801\uc73c\ub85c \uc7ac\ub09c \uc9c0\uc5ed\uc5d0\uc11c \uc0dd\uba85\uc744 \uad6c\ud558\uace0 \uacbd\uc81c\uc801 \uc190\uc2e4\uc744 \uc904\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-timmossholder-880863.jpg\" alt=\"\" class=\"wp-image-174075\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\uc0ac\ub840 \uc5f0\uad6c: \uc190\uc0c1 \uac10\uc9c0\uc758 AI<\/h2>\n\n\n\n<p>\uc2e4\uc81c \uc7ac\ud574 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c AI \uae30\ubc18 \ubaa8\ub378\uc744 \uc801\uc6a9\ud55c \uacb0\uacfc, \ud53c\ud574 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \ud3c9\uac00\uc5d0\uc11c \uc0c1\ub2f9\ud55c \uac1c\uc120\uc774 \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc790\ub4e4\uc740 \ub525 \ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c, \uc704\uc131 \uc774\ubbf8\uc9c0 \ubc0f \uad6c\uc870\uc801 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1(SHM) \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc7ac\ud574 \ud6c4 \uac74\ubb3c\uc758 \uac74\uc804\uc131\uc744 \ud3c9\uac00\ud558\ub294 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c \uc9c0\uc9c4 \ud53c\ud574 \ud3c9\uac00 \ubc0f \uad6c\uc870\uc801 \ud53c\ud574 \uc9c0\uc5ed\ud654\uc5d0 \ub300\ud55c AI\uc758 \uc601\ud5a5\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub450 \uac00\uc9c0 \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \ud130\ud0a4 \uc9c0\uc9c4 \ud53c\ud574 \ud3c9\uac00(2023)<\/h3>\n\n\n\n<p>2023\ub144 2\uc6d4 6\uc77c, \ud130\ud0a4\ub294 \uaddc\ubaa8 7.8\uc758 \uc9c0\uc9c4\uc744 \ub450 \ubc88 \uc5f0\uc18d\uc73c\ub85c \uacbd\ud5d8\ud588\uc73c\uba70, \uc774\ub294 \uc57d 300km\uc5d0 \uac78\uccd0 30\uac1c \uc774\uc0c1\uc758 \uc8fc\uc694 \ub3c4\uc2dc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\ucce4\uc2b5\ub2c8\ub2e4. \uc774 \ud30c\uad34\uc801\uc778 \uc0ac\uac74\uc73c\ub85c \uc778\ud574 \uad11\ubc94\uc704\ud55c \uac74\ubb3c \ubd95\uad34, \uc778\ud504\ub77c \uace0\uc7a5 \ubc0f \uc778\ub3c4\uc8fc\uc758\uc801 \uc704\uae30\uac00 \ubc1c\uc0dd\ud588\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ud30c\uad34\ub97c \uac10\uc548\ud560 \ub54c, \uc2e0\uc18d\ud558\uace0 \uc815\ud655\ud55c \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\ub294 \ube44\uc0c1 \ub300\uc751, \uc790\uc6d0 \ud560\ub2f9 \ubc0f \uc7ac\ud574 \ud6c4 \uc7ac\uac74 \uacc4\ud68d\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc9c0\uc9c4 \ubc1c\uc0dd \ud6c4 \uac74\ubb3c \ud53c\ud574\ub97c \uc2e0\uc18d\ud558\uac8c \ud3c9\uac00\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uace0\uae09 \ub525 \ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\uc778 BDANet(Building Damage Assessment Network)\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>BDANet\uc740 \ub2e4\uc911 \uc2a4\ucf00\uc77c \ud53c\ucc98 \ucd94\ucd9c\uacfc \uad50\ucc28 \ubc29\ud5a5 \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud569\ud558\uc5ec \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac74\ubb3c \uc190\uc0c1\uc744 \ud3c9\uac00\ud558\ub294 2\ub2e8\uacc4 \ud569\uc131 \uc2e0\uacbd\ub9dd(CNN)\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc601\ud5a5\uc744 \ubc1b\uc740 \uc9c0\uc5ed\uc758 \uc7ac\ud574 \uc804 \ubc0f \uc7ac\ud574 \ud6c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uc778 WorldView2 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1\ub2e8\uacc4: U-Net\uc744 \uc0ac\uc6a9\ud55c \uac74\ubb3c \uc2dd\ubcc4<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BDANet\uc740 \uba3c\uc800 U-Net \uae30\ubc18 \ubd84\ud560 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc7ac\ub09c \ubc1c\uc0dd \uc804 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac74\ubb3c \uc724\uacfd\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>U-Net \uc778\ucf54\ub354-\ub514\ucf54\ub354 \uc544\ud0a4\ud14d\ucc98\ub294 \uacf5\uac04\uc801 \uc138\ubd80 \uc815\ubcf4\ub97c \ubcf4\uc874\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uac1c\ubcc4 \uac74\ubb3c \uad6c\uc870\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uadf8 \uacb0\uacfc\ub85c \uc0dd\uc131\ub41c \ubd84\ud560 \ub9c8\uc2a4\ud06c\ub294 \uc190\uc0c1 \ubd84\ub958 \ub2e8\uacc4\uc5d0 \ub300\ud55c \uae30\uc900 \ucc38\uc870\ub97c \ud615\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2\ub2e8\uacc4: \uba40\ud2f0\uc2a4\ucf00\uc77c CNN\uc744 \uc0ac\uc6a9\ud55c \uc190\uc0c1 \ubd84\ub958<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ubd84\ud560\ub41c \uac74\ubb3c \uc601\uc5ed\uc740 \ub2e4\uc911 \uc2a4\ucf00\uc77c \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucc98\ub9ac\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774 \ubaa8\ub378\uc740 \uc5ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c \uc7ac\ub09c \uc804\ud6c4 \uc774\ubbf8\uc9c0\ub97c \ube44\uad50\ud558\uc5ec \uae30\ub2a5 \ucd94\ucd9c\uc744 \uac15\ud654\ud558\ub294 \uad50\ucc28 \ubc29\ud5a5 \uc8fc\uc758(CDA) \ubaa8\ub4c8\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc190\uc0c1 \ubd84\ub958 \ucd9c\ub825\uc740 \uac01 \uac74\ubb3c\uc744 \uc190\uc0c1 \uc5c6\uc74c, \uc0ac\uc18c\ud55c \uc190\uc0c1, \uc2ec\uac01\ud55c \uc190\uc0c1, \ud30c\uad34\uc758 4\uac00\uc9c0 \ubc94\uc8fc \uc911 \ud558\ub098\uc5d0 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\uc131\uacfc \ubc0f \uacb0\uacfc<\/h5>\n\n\n\n<p>BDANet\uc740 \ud130\ud0a4\uc758 \uc9c0\uc9c4 \ud53c\ud574 \uc9c0\uc5ed\uc5d0 \uc801\uc6a9\ub418\uc5c8\uc73c\uba70 \ub2e4\uc74c\uacfc \uac19\uc740 \ud6a8\uacfc\uac00 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc601\ud5a5\uc744 \ubc1b\uc740 \uc9c0\uc5ed\uc5d0\uc11c \uc2ec\uac01\ud558\uac8c \uc190\uc0c1\ub41c \uac74\ubb3c 15,67%\uac00 \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uad6c\uc870\uc801 \uc190\uc0c1\uc758 \ub2e4\uc591\ud55c \uc218\uc900\uc744 \uad6c\ubd84\ud558\ub294 \ub370 \ub192\uc740 \uc815\ubc00\ub3c4\ub97c \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc218\ub3d9 \uac80\uc0ac \uc2dc\uac04\uc774 \ub2e8\ucd95\ub418\uc5b4 \uad6c\uc870\ub300\ub97c \ub354 \ube60\ub974\uac8c \ubc30\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">BDANet\uc744 \ud1b5\ud55c \uc815\ud655\ub3c4 \ud5a5\uc0c1<\/h5>\n\n\n\n<p>\uc815\ud655\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 BDANet\uc740 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud55c \ub370\uc774\ud130 \uc99d\uac15 \uae30\uc220\uc744 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc815\uaddc\ud654\ud558\uae30 \uc704\ud574 \ub300\ube44\uc640 \ubc1d\uae30\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc77c\ubc18\ud654\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud55c \ud68c\uc804 \ubc0f \ud06c\uae30 \uc870\uc815 \ubcc0\ud658.<\/li>\n\n\n\n<li>\uc790\uc5f0\uc7ac\ud574 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \ud559\uc2b5\uc744 \uc804\uc774\ud558\uc5ec \uc9c0\uc9c4 \ud53c\ud574 \ud328\ud134\uc5d0 \ub300\ud55c \uc801\uc751\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\uc9c0\uc9c4 \ud6c4 \ud3c9\uac00\uc5d0 \ub300\ud55c \uc601\ud5a5<\/h5>\n\n\n\n<p>\uc7ac\ub09c \ud6c4 \ud658\uacbd\uc5d0\uc11c BDANet\uc744 \ubc30\uce58\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \ub300\uc751 \uc2dc\uac04\uc774 \ud06c\uac8c \uac1c\uc120\ub429\ub2c8\ub2e4. \uc751\uae09 \ub300\uc751\uc790\ub97c \uc704\ud55c \ud53c\ud574 \ub9e4\ud551 \uc790\ub3d9\ud654. \uc774\uc804 AI \ubaa8\ub378\uc5d0 \ube44\ud574 \ud53c\ud574 \ud0d0\uc9c0\uc5d0\uc11c \uac70\uc9d3 \uc591\uc131 \uac10\uc18c. \ub2f9\uad6d\uc774 \uad6c\uc870 \uc791\uc5c5\uc744 \uc704\ud574 \uace0\uc704\ud5d8 \uad6c\uc5ed\uc744 \uc6b0\uc120 \uc21c\uc704\ub85c \uc9c0\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud568.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. AI \uae30\ubc18 \uac74\ubb3c \uc190\uc0c1 \uc704\uce58 \ud30c\uc545<\/h3>\n\n\n\n<p>\uc704\uc131 \uae30\ubc18 \ud3c9\uac00\ub97c \ub118\uc5b4 AI\ub294 \uad6c\uc870\uc801 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1(SHM)\ub3c4 \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 SHM \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc2dc\uac04 \uc9c0\uc9c4 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac74\ubb3c \uc548\uc815\uc131\uc744 \ud3c9\uac00\ud558\uace0 \ub2e4\uce35 \uad6c\uc870\ubb3c\uc5d0\uc11c \uc989\uac01\uc801\uc778 \uc190\uc0c1 \uc704\uce58\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Elsevier\uc758 \uc5f0\uad6c\uc790\ub4e4\uc740 \uac74\ubb3c\uc5d0\uc11c AI \uae30\ubc18 \uc190\uc0c1 \ud604\uc9c0\ud654\ub97c \uc704\ud55c \ube44\uc9c0\ub3c4 \ud559\uc2b5 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uc548\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc9c0\uc9c4\ud30c \ubc18\uc751\uc758 \ubd88\uc77c\uce58\ub97c \uac10\uc9c0\ud558\uace0 \ubc14\ub2e5 \uc218\uc900\uc5d0\uc11c \uad6c\uc870\uc801 \uc57d\uc810\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0b4\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">AI \uae30\ubc18 \uad6c\uc870\uc801 \uc190\uc0c1 \ud604\uc9c0\ud654 \ubc29\ubc95<\/h4>\n\n\n\n<p>\uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc9c0\uc9c4 \uc13c\uc11c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ub2e4\uce35 \uac74\ubb3c\uc758 \uc5b4\ub290 \uce35\uc774 \uc190\uc0c1\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\ub294 CNN(Convolutional Neural Network) \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\uc8fc\uc694 \ubc29\ubc95\ub860<\/h5>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uac74\uac15\ud55c \uc0c1\ud0dc \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \ud6c8\ub828. <\/strong>\ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud544\uc694\ub85c \ud558\ub294 \uae30\uc874 AI \ubaa8\ub378\uacfc \ub2ec\ub9ac \uc774 \ubaa8\ub378\uc740 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. CNN\uc740 \uac74\uac15\ud55c \uc0c1\ud0dc \uad6c\uc870\uc801 \ubc18\uc751\uc5d0 \ub300\ud574\uc11c\ub9cc \ud6c8\ub828\ub418\uc5b4 \uc190\uc0c1\uc774 \ubc1c\uc0dd\ud560 \ub54c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc774\uc0c1\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc9c0\uc9c4 \ub300\uc751 \ubd84\uc11d. <\/strong>AI \ubaa8\ub378\uc740 \uac74\ubb3c\uc758 \uc5ec\ub7ec \uce35\uc5d0 \uc124\uce58\ub41c \uc13c\uc11c\uc758 \uc9c4\ub3d9 \ub370\uc774\ud130\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4. \uc190\uc0c1 \uc804\uacfc \uc190\uc0c1 \ud6c4 \ud30c\ud615\uc740 \uc0c1\uad00 \uacc4\uc218(CC)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ube44\uad50\ud558\uc5ec \ubd88\uc77c\uce58\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud53c\ud574 \ubd84\ub958. <\/strong>\ubaa8\ub378\uc740 \uc9c0\uc9c4\ud30c\ud615 \ud3b8\ucc28\uc758 \uaddc\ubaa8\uc5d0 \ub530\ub77c \ud53c\ud574 \uc218\uc900\uc744 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\ud14c\uc2a4\ud2b8 \ubc0f \uc131\ub2a5 \ud3c9\uac00<\/h4>\n\n\n\n<p>AI \uae30\ubc18 \uc9c0\uc9c4 \ud53c\ud574 \uac10\uc9c0 \ubaa8\ub378\uc740 \uc2dc\ubbac\ub808\uc774\uc158 \uc5f0\uad6c\uc640 \uc2e4\uc81c \uc2e4\ud5d8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14c\uc2a4\ud2b8\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc2dc\ubbac\ub808\uc774\uc158 \uc5f0\uad6c <\/strong>\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc9c0\uc9c4 \uc774\ubca4\ud2b8\uac00 \uc788\ub294 \ub2e4\uce35 \uac74\ubb3c \ubaa8\ub378\uc5d0 \uc801\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc5b4\ub290 \uce35\uc774 \uad6c\uc870\uc801 \uc57d\ud654\ub97c \ubcf4\uc774\ub294\uc9c0 \uc815\ud655\ud558\uac8c \uac10\uc9c0\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc2e4\ud5d8\uc801 \uac80\uc99d. <\/strong>\uc774 \ubaa8\ub378\uc740 \uc9c4\ub3d9\ub300 \uc2e4\ud5d8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubb3c\ub9ac\uc801 \ud14c\uc2a4\ud2b8\uc5d0 \ubc30\uce58\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc9c0\uc9c4 \ud310\ub3c5\uc774 \ubd84\uc11d\ub418\uc5b4 AI \ubaa8\ub378\uc774 \ub192\uc740 \uc815\ubc00\ub3c4\ub85c \uc190\uc0c1 \uc704\uce58\ub97c \uc815\ud655\ud788 \ud30c\uc545\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc774 \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc9c0\uc9c4 \ud65c\ub3d9\uc774 \uc2ec\ud55c \uc9c0\uc5ed\uc5d0\uc11c\ub294 AI \uae30\ubc18 SHM\uc744 IoT \uc13c\uc11c\uc640 \ud1b5\ud569\ud558\uc5ec \uad6c\uc870 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub354 \ube60\ub974\uace0 \uc548\uc804\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uc73c\uba70, \uc9c0\uc9c4 \ubc1c\uc0dd \ud6c4 2\ucc28 \uc7ac\ud574 \uc704\ud5d8\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"237\" height=\"40\" data-id=\"156767\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.svg\" alt=\"\ud50c\ub77c\uc774\ud53d\uc2a4 AI\" class=\"wp-image-156767\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 237w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uac15\ud654 \u2013 FlyPix AI\ub85c \uac15\ud654\ub41c \uc190\uc0c1 \uac10\uc9c0<\/h2>\n\n\n\n<p>\uc9c0\ub9ac\uacf5\uac04 AI\uc5d0\uc11c \ube60\ub974\uace0 \ud655\uc7a5 \uac00\ub2a5\ud558\uba70 \uc815\ud655\ud55c \ud53c\ud574 \ud3c9\uac00 \ub3c4\uad6c\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uacc4\uc18d \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc870\uc9c1\uc774 \uc7ac\ub09c \ud6c4 \ud3c9\uac00 \ubc0f \ube44\uc0c1 \ub300\uc751\uc744 \uac15\ud654\ud568\uc5d0 \ub530\ub77c \ub2e4\uc74c\uacfc \uac19\uc740 AI \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. <a href=\"https:\/\/flypix.ai\/ko\/\" target=\"_blank\" rel=\"noreferrer noopener\">\ud50c\ub77c\uc774\ud53d\uc2a4 AI<\/a> \uc190\uc0c1 \uac10\uc9c0 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud558\uba74 \uc18d\ub3c4\uc640 \uc815\ud655\ub3c4\ub97c \ubaa8\ub450 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>FlyPix AI\uc5d0\uc11c\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc640 \uc790\ub3d9 \uac1d\uccb4 \uac10\uc9c0\ub97c \uc804\ubb38\uc73c\ub85c \ud569\ub2c8\ub2e4. \ub2f9\uc0ac \ud50c\ub7ab\ud3fc\uc740 \uace0\uae09 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\uc5ec \ub300\uaddc\ubaa8 \uc7ac\ud574 \uad6c\uc5ed\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \uad6c\uc870\uc801 \uc190\uc0c1\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. FlyPix AI\ub97c \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00 \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ud1b5\ud569\ud558\uba74 AI \uae30\ubc18 \uc7ac\ud574 \ub300\uc751\uc758 \ud6a8\uc728\uc131\uacfc \uc2e0\ub8b0\uc131\uc774 \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FlyPix AI\uac00 \uc190\uc0c1 \ud0d0\uc9c0 \ubc0f \ubd84\ub958\ub97c \uc9c0\uc6d0\ud558\ub294 \ubc29\uc2dd<\/h3>\n\n\n\n<p>FlyPix AI\uc5d0\uc11c\ub294 \uc778\uacf5 \uc9c0\ub2a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc190\uc0c1 \ud0d0\uc9c0 \ubc0f \ubd84\ub958\ub97c \uc704\ud55c \uace0\uae09 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 \uae30\uc220\uc740 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624\ub97c \ucc98\ub9ac\ud558\uc5ec \uad6c\uc870\uc801 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uace0, \uc2ec\uac01\ub3c4\ub97c \ud3c9\uac00\ud558\uace0, \uc190\uc0c1 \uc720\ud615\uc744 \uc815\ubc00\ud558\uac8c \ubd84\ub958\ud569\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uae30\uc5c5\uc774 \uac80\uc0ac\ub97c \uac04\uc18c\ud654\ud558\uace0, \uc218\ub3d9 \uc791\uc5c5\uc744 \uc904\uc774\uace0, \uc720\uc9c0 \uad00\ub9ac \ubc0f \uc218\ub9ac \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc790\ub3d9\ud654\ub41c \uac1d\uccb4 \uac10\uc9c0 \ubc0f \ube4c\ub529 \uc138\ubd84\ud654<\/h4>\n\n\n\n<p>FlyPix AI\ub294 \uc7ac\ub09c \uc804 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac74\ubb3c \ubc1c\uc790\uad6d\uc744 \uc2dd\ubcc4\ud558\uace0 \ucd94\ucd9c\ud558\uace0, \uc7ac\ub09c \ud6c4 \uc774\ubbf8\uc9c0\ub97c \uc911\ucca9\ud558\uc5ec \uad6c\uc870\uc801 \ubcc0\ud654\ub97c \uac10\uc9c0\ud558\uace0, U-Net \ubc0f Mask R-CNN\uacfc \uac19\uc740 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec \uc815\uad50\ud55c \uc190\uc0c1 \ubd84\ub958\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \ub300\ud654\ud615 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74 \uc870\uc9c1\uc5d0\uc11c \uc218\ub3d9 \uc8fc\uc11d \uc2dc\uac04\uc744 \ud06c\uac8c \uc904\uc774\uace0 \uc7ac\ub09c \ud6c4 \ud3c9\uac00\ub97c \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc7ac\ud574 \ub300\uc751\uc744 \uc704\ud55c \uace0\ud574\uc0c1\ub3c4 \ubcc0\ud654 \uac10\uc9c0<\/h4>\n\n\n\n<p>AI \uae30\ubc18 \uae30\ub2a5 \ube44\uad50\ub97c \ud1b5\ud574 \uc7ac\ub09c \uc804\ud6c4 \uc774\ubbf8\uc9c0\ub97c \uc815\ud655\ud558\uac8c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130 \ucc98\ub9ac\ub85c \uc228\uaca8\uc9c4 \uade0\uc5f4\uacfc \uad6c\uc870\uc801 \uc751\ub825\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uba70, \uc190\uc0c1 \uc2ec\uac01\ub3c4\uc758 \uc790\ub3d9 \ubd84\ub958\ub97c \ud1b5\ud574 \uc751\uae09 \ub300\uc751\uc790\uc640 \ub3c4\uc2dc \uacc4\ud68d\uc790\uac00 \ub354 \ube60\ub974\uac8c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc7ac\ub09c\uc744 \uc704\ud55c \ub9de\ucda4\ud615 AI \ubaa8\ub378 \ud6c8\ub828 \u2013 \ud2b9\uc815 \uc190\uc0c1 \uac10\uc9c0<\/h4>\n\n\n\n<p>FlyPix AI\ub294 \ub2e4\uc591\ud55c \uc7ac\ud574 \uc720\ud615\uc5d0 \ub300\ud55c \ub9de\ucda4\ud615 AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc8fc\uc11d\uc73c\ub85c \uc190\uc0c1 \ubd84\ub958 \uc815\ud655\ub3c4\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 AI \ubaa8\ub378\uc744 \uc0c8\ub85c\uc6b4 \ud658\uacbd\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uba70, \uae30\uc874 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ubd80\uc871\ud55c \uc6b0\ud06c\ub77c\uc774\ub098\uc5d0\uc11c \uc804\uc7c1\uc73c\ub85c \uc778\ud574 \uc190\uc0c1\ub41c \uac74\ubb3c \ud0d0\uc9c0\uc5d0 \uc131\uacf5\uc801\uc73c\ub85c \uc801\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0&nbsp;<\/h4>\n\n\n\n<p>FlyPix AI\ub294 \ube44\uc0c1 \ub300\uc751 \uc2dc\uc2a4\ud15c\uc5d0 \uc644\ubcbd\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uc9c4\ud589 \uc911\uc778 \ud53c\ud574\ub97c \ucd94\uc801\ud558\uae30 \uc704\ud55c \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. API \uc561\uc138\uc2a4\ub97c \ud1b5\ud574 \uc815\ubd80 \ubc0f \uad6c\ud638 \uae30\uad00\uacfc \uc2e4\uc2dc\uac04\uc73c\ub85c \ud1b5\ud569\ud560 \uc218 \uc788\uc73c\uba70, \ubd84\uc11d \ub300\uc2dc\ubcf4\ub4dc\ub294 \uc601\ud5a5\uc744 \ubc1b\ub294 \uc9c0\uc5ed\uc744 \uc2dc\uac01\ud654\ud558\uace0 \uad6c\uc870 \uc791\uc5c5\uc758 \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. FlyPix AI\ub294 \uad6c\uc870\uc801 \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1(SHM) \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc0ac\uc6a9\ub420 \ub54c \uac74\ubb3c \uc548\uc815\uc131\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \uacbd\uace0\ub97c \uc81c\uacf5\ud558\uc5ec 2\ucc28 \uc7ac\ud574\ub97c \uc608\ubc29\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FlyPix AI\uac00 AI \uae30\ubc18 \uc190\uc0c1 \ud3c9\uac00\uc758 \uac8c\uc784 \uccb4\uc778\uc800\uc778 \uc774\uc720<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub2a5\ub960<\/strong>&nbsp; \u2013 \uc790\ub3d9\ud654\ub41c AI \uc8fc\uc11d \uae30\ub2a5\uc740 \uc218\ub3d9 \ub77c\ubca8\ub9c1 \uc2dc\uac04\uc744 99.7%\uae4c\uc9c0 \ub2e8\ucd95\ud558\uace0, \ud3c9\uac00 \uc2dc\uac04\uc744 \uba87 \uc2dc\uac04\uc5d0\uc11c \uba87 \ucd08\ub85c \ub2e8\ucd95\ud558\uc5ec \uc2e0\uc18d\ud55c \uc7ac\ub09c \ub300\uc751\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud655\uc7a5\uc131<\/strong>&nbsp; \u2013 FlyPix AI\ub294 \uacf5\uac04 AI \ubaa8\ub378\uc774 \ub3c4\uc2dc \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1\ubd80\ud130 \uc7ac\ud574 \ud6c4 \ud53c\ud574 \ud3c9\uac00\uae4c\uc9c0 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud655\uc7a5\ub420 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uc5ec \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\ud55c \uc801\uc751\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc6d0\ud65c\ud55c \ud1b5\ud569<\/strong>&nbsp; \u2013 \ud574\ub2f9 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ubc0f \ucd08\ubd84\uad11 \ub370\uc774\ud130\ub97c \uc9c0\uc6d0\ud558\uc5ec Maxar, Google Earth, ESA\uc758 Copernicus Program \ub4f1\uc758 \uacf5\uae09\uc5c5\uccb4\uac00 \uc81c\uacf5\ud558\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc640\uc758 \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud558\ubbc0\ub85c \ud53c\ud574 \ud3c9\uac00\ub97c \uc704\ud55c \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>AI \uae30\ubc18 \uc7ac\ub09c \ub300\uc751\uc774 \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c FlyPix AI\ub294 \uc790\ub3d9\ud654\ub41c \uac1d\uccb4 \uac10\uc9c0, \uace0\ud574\uc0c1\ub3c4 \ubcc0\ud654 \uac10\uc9c0 \ubc0f \uc2e4\uc2dc\uac04 AI \ubd84\uc11d\uc744 \ud1b5\ud574 \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\ub97c \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud130\ud0a4\uc758 \uc9c0\uc9c4 \ud53c\ud574\ub098 \uc6b0\ud06c\ub77c\uc774\ub098\uc758 \uc804\uc7c1 \uad00\ub828 \ud30c\uad34\ub97c \ud3c9\uac00\ud558\ub4e0 FlyPix AI\ub294 \uc7ac\ub09c \ud3c9\uac00 \ubc0f \ube44\uc0c1 \ub300\uc751\uc744 \uc704\ud55c \uc815\ud655\ud558\uace0 \ube60\ub974\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc9c0\uae08 FlyPix AI\uc640 \ud568\uaed8 AI \uae30\ubc18 \uc7ac\ud574 \ud3c9\uac00\uc758 \ubbf8\ub798\ub97c \ud0d0\uc0c9\ud574\ubcf4\uc138\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p>\uc778\uacf5\uc9c0\ub2a5\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \uc7ac\ub09c, \uc804\uc7c1 \ubc0f \uae30\ud0c0 \uc7ac\uc559\uc801 \uc0ac\uac74 \uc774\ud6c4 \uac74\ubb3c \uc190\uc0c1 \ud3c9\uac00\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \uc704\uc131 \uc774\ubbf8\uc9c0, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \ub525 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\ub294 \uc790\ub3d9\ud654\ub41c \ubc29\ubc95\uc744 \ud1b5\ud574 \uad6c\uc870\uc801 \uc190\uc0c1\uc744 \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \ud3c9\uac00\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc2dc\uae30\uc801\uc808\ud55c \ube44\uc0c1 \ub300\uc751 \ubc0f \uc7ac\uac74 \ub178\ub825\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. U-Net, Mask R-CNN \ubc0f BDANet\uacfc \uac19\uc740 \ucd5c\uc2e0 \ubaa8\ub378\uc740 \ud2b9\ud788 \ub2e4\uc591\ud558\uace0 \uade0\ud615 \uc7a1\ud78c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud559\uc2b5\ud55c \uacbd\uc6b0 \uc190\uc0c1\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub192\uc740 \uc815\ubc00\ub3c4\ub97c \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \ubc1c\uc804\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uacfc\uc81c\ub294 \uc5ec\uc804\ud788 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \uc18c\uc2a4\uc5d0\uc11c \uc815\ud655\ub3c4\ub97c \uac1c\uc120\ud558\uace0, \uc624\ud508 \uc561\uc138\uc2a4 \ub370\uc774\ud130 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0, \uc2e4\uc2dc\uac04 \uc194\ub8e8\uc158\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc774 \ucd94\uac00 \uc9c4\uc804\uc744 \uc704\ud574 \uc911\uc694\ud569\ub2c8\ub2e4. \ud53c\ud574 \ud3c9\uac00\uc758 \ubbf8\ub798\ub294 AI\ub97c \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305, \ub4dc\ub860, IoT \uc13c\uc11c\uc640 \ud1b5\ud569\ud558\uc5ec \uc989\uac01\uc801\uc778 \uc7ac\ud574 \uc601\ud5a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud601\uc2e0\uc740 \uc815\ubd80, \uc778\ub3c4\uc8fc\uc758 \ub2e8\uccb4, \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud68c\ubcf5\uc131 \uc788\ub294 \uc778\ud504\ub77c\ub97c \uc7ac\uac74\ud558\uae30 \uc704\ud55c \ub354 \ube60\ub974\uace0 \ub370\uc774\ud130 \uc911\uc2ec\uc801\uc778 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38&nbsp;<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1739824244522\"><strong class=\"schema-faq-question\">1. \uc7ac\ub09c \ud6c4 \uc2e0\uc18d\ud55c \uac74\ubb3c \ud53c\ud574 \ud3c9\uac00\uac00 \uc911\uc694\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">\uc2e0\uc18d\ud55c \ud3c9\uac00\ub97c \ud1b5\ud574 \uad6c\uc870\ub300\ub97c \uac00\uc7a5 \ud070 \ud53c\ud574\ub97c \uc785\uc740 \uc9c0\uc5ed\uc73c\ub85c \ud30c\uacac\ud558\uace0, \uc704\ud5d8 \uad6c\uc5ed\uc5d0\uc11c \uc0ac\ub78c\ub4e4\uc744 \ub300\ud53c\uc2dc\ud0a4\uace0, \uc7ac\uac74\uc5d0 \ud544\uc694\ud55c \uc790\uc6d0\uc744 \ucd94\uc0b0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824256675\"><strong class=\"schema-faq-question\">2. \uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \ud53c\ud574 \ubd84\uc11d\uc5d0 \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ub429\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">AI \ubaa8\ub378\uc740 \uc7ac\ub09c \uc804\uacfc \uc7ac\ub09c \ud6c4 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ube44\uad50\ud558\uc5ec \uad6c\uc870\uc801 \ubcc0\ud654\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc190\uc0c1 \uc2ec\uac01\ub3c4\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\ub958\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824271267\"><strong class=\"schema-faq-question\">3. \uc790\ub3d9 \uc190\uc0c1 \ud3c9\uac00\uc5d0 \uc5b4\ub5a4 \uae30\uc220\uc774 \uc0ac\uc6a9\ub429\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">U-Net, Mask R-CNN, BDANet\uacfc \uac19\uc740 \ub525 \uc2e0\uacbd\ub9dd, \uba38\uc2e0 \ub7ec\ub2dd, \uc774\ubbf8\uc9c0 \ucc98\ub9ac, \uc9c0\uc9c4 \uc13c\uc11c\ub97c \ud65c\uc6a9\ud55c \uad6c\uc870 \uac74\uc804\uc131 \ubaa8\ub2c8\ud130\ub9c1\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824279814\"><strong class=\"schema-faq-question\">4. \ub3d9\uc77c\ud55c AI \ubaa8\ub378\uc744 \uc790\uc5f0 \uc7ac\ud574\uc640 \uc804\uc7c1\uc73c\ub85c \uc778\ud55c \ud53c\ud574\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">\ub124, \ud558\uc9c0\ub9cc \uc870\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \uc790\uc5f0 \uc7ac\ud574 \ub370\uc774\ud130\ub85c \ud6c8\ub828\ub41c \ubaa8\ub378\uc740 \uc804\uc7c1 \uad00\ub828 \ud53c\ud574\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\uc9c0\ub9cc \uc815\ud655\ub3c4\ub294 \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4. \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\ub85c \ubbf8\uc138 \uc870\uc815\ud558\uba74 \uacb0\uacfc\uac00 \uac1c\uc120\ub429\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824288507\"><strong class=\"schema-faq-question\">5. AI\ub294 \ud30c\uad34\ub41c \ub3c4\uc2dc \uc7ac\uac74\uc744 \uc5b4\ub5bb\uac8c \uc9c0\uc6d0\ud569\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">AI\ub294 \ud53c\ud574 \ud3c9\uac00\ub97c \uc790\ub3d9\ud654\ud558\uace0, \uc7ac\uac74 \ud544\uc694\uc131\uc744 \uc608\uce21\ud558\uace0, \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc9c0\uc6d0\ud558\uace0, \uc790\uc6d0 \ubc30\ubd84\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \ubcf5\uad6c \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824297229\"><strong class=\"schema-faq-question\">6. AI\ub294 \uc2e4\uc2dc\uac04 \uc7ac\ub09c \ub300\uc751\uc5d0 \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">AI \uc2dc\uc2a4\ud15c\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ub418\uc5b4 \uc7ac\ub09c \uc9c1\ud6c4 \uc704\uc131 \ubc0f \ub4dc\ub860 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \uad6c\uc870\ub300\uc5d0\uac8c \uc2e4\uc2dc\uac04 \ud53c\ud574 \ubcf4\uace0\uc11c\uc640 \ucd5c\uc801\ud654\ub41c \ub300\uc751 \uacc4\ud68d\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739824308525\"><strong class=\"schema-faq-question\">7. AI \ubaa8\ub378\uc740 \ud604\uc7ac \ud53c\ud574 \ud3c9\uac00\uc5d0 \uc5b4\ub514\uc5d0\uc11c \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\uae4c?<\/strong> <p class=\"schema-faq-answer\">AI\ub294 \uc9c0\uc9c4(\ud130\ud0a4, \uc77c\ubcf8), \ud64d\uc218, \uc0b0\ubd88, \uc2ec\uc9c0\uc5b4 \uc6b0\ud06c\ub77c\uc774\ub098\uc640 \uac19\uc740 \ubd84\uc7c1 \uc9c0\uc5ed\uc5d0\uc11c\ub3c4 \ud53c\ud574\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><\/h2>","protected":false},"excerpt":{"rendered":"<p>Building damage assessment is a critical process in disaster management, determining the severity of structural damage following natural disasters, armed conflicts, or other catastrophic events. With advancements in artificial intelligence (AI) and deep learning, damage detection has significantly improved, providing faster and more accurate assessments. This article explores how machine learning models, satellite imagery, and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":174073,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-174071","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>AI - Driven Building Damage Assessment: Innovations and Applications<\/title>\n<meta name=\"description\" content=\"Discover how AI and deep learning revolutionize building damage assessment, enhancing disaster response and infrastructure resilience with cutting - edge technologies.\" \/>\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\/building-damage-assessment\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI - Driven Building Damage Assessment: Innovations and Applications\" \/>\n<meta property=\"og:description\" content=\"Discover how AI and deep learning revolutionize building damage assessment, enhancing disaster response and infrastructure resilience with cutting - edge technologies.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ko\/building-damage-assessment\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-17T21:36:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-18T12:14:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-pixabay-273209-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"18\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/building-damage-assessment\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/building-damage-assessment\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"AI &#8211; 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Deep learning algorithms help classify damage severity automatically.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824271267","position":3,"url":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824271267","name":"3. \uc790\ub3d9 \uc190\uc0c1 \ud3c9\uac00\uc5d0 \uc5b4\ub5a4 \uae30\uc220\uc774 \uc0ac\uc6a9\ub429\ub2c8\uae4c?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Deep neural networks such as U - Net, Mask R - CNN, and BDANet, machine learning, image processing, and structural health monitoring using seismic sensors are commonly used.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824279814","position":4,"url":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824279814","name":"4. \ub3d9\uc77c\ud55c AI \ubaa8\ub378\uc744 \uc790\uc5f0 \uc7ac\ud574\uc640 \uc804\uc7c1\uc73c\ub85c \uc778\ud55c \ud53c\ud574\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\uae4c?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, but with adjustments. Research shows that models trained on natural disaster data can assess war - related damage, but accuracy drops. Fine - tuning with domain - specific data improves results.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824288507","position":5,"url":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824288507","name":"5. AI\ub294 \ud30c\uad34\ub41c \ub3c4\uc2dc \uc7ac\uac74\uc744 \uc5b4\ub5bb\uac8c \uc9c0\uc6d0\ud569\ub2c8\uae4c?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"AI enables automated damage evaluation, predicts reconstruction needs, assists in urban planning, and optimizes resource allocation, speeding up recovery and reducing costs.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824297229","position":6,"url":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824297229","name":"6. AI\ub294 \uc2e4\uc2dc\uac04 \uc7ac\ub09c \ub300\uc751\uc5d0 \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\ub098\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"AI systems can be integrated into cloud platforms to analyze satellite and drone imagery immediately after disasters, providing rescue teams with real - time damage reports and optimized response plans.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824308525","position":7,"url":"https:\/\/flypix.ai\/building-damage-assessment\/#faq-question-1739824308525","name":"7. 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