{"id":92963,"date":"2025-08-21T18:05:20","date_gmt":"2025-08-21T09:05:20","guid":{"rendered":"https:\/\/kr-dev.rebellions.ai\/?post_type=application&#038;p=92963"},"modified":"2025-08-27T14:51:27","modified_gmt":"2025-08-27T05:51:27","slug":"ai%eb%a5%bc-%ed%86%b5%ed%95%9c-%ec%9d%8c%ec%8b%9d%eb%ac%bc-%ec%8b%9d%eb%b3%84-%eb%b0%8f-%ec%98%81%ec%96%91%ea%b4%80%eb%a6%ac-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%99%84%ec%84%b1","status":"publish","type":"post","link":"https:\/\/dev-rbln-kr.locomotion.co.kr\/?p=92963","title":{"rendered":"AI\ub97c \ud1b5\ud55c \uc74c\uc2dd\ubb3c \uc2dd\ubcc4 \ubc0f \uc601\uc591\uad00\ub9ac \uc11c\ube44\uc2a4 \uc644\uc131"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-large-font-size\"><strong>Summary<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uac1c\uc778 \ub9de\ucda4\ud615 \uc2dd\ub2e8 \uad00\ub9ac AI \uc11c\ube44\uc2a4\uc758 \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc744 \uc704\ud55c \uc778\ud504\ub77c \ud544\uc694<\/li>\n\n\n\n<li>NPU \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub85c \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\uc758 \uac1d\uccb4 \uc778\uc2dd \ubaa8\ub378\uc744 \ubc30\ud3ec<\/li>\n\n\n\n<li>\ub9ac\ubca8\ub9ac\uc628 SDK\ub85c \uac04\ud3b8\ud558\uac8c \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378 \ucd94\ub860<\/li>\n\n\n\n<li>\uc11c\ube44\uc2a4 \ud488\uc9c8 \ud655\ubcf4 \ubc0f TCO \uc808\uac10 \ud6a8\uacfc \ud655\uc778: \uc804\uc131\ube44(FPS\/W) 2\ubc30 \uac1c\uc120, \uc815\ud655\ub3c4 GPGPU\uc640 \ub3d9\ub4f1 \uc218\uc900 \ub2ec\uc131&nbsp;&nbsp;<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\"><strong>Challenge<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc2a4\ud0c0\ud2b8\uc5c5 \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\ub294 \uc218 \uc2ed\ub9cc \uba85\uc758 \uc6d4\uac04 \ud65c\uc131 \uc0ac\uc6a9\uc790\ub97c \ubcf4\uc720\ud55c \uad6d\ub0b4 \ud5ec\uc2a4\ucf00\uc5b4 \ud50c\ub7ab\ud3fc\uacfc \ud611\uc5c5\ud558\uc5ec \uc9c0\ub2a5\uc801\uc778 \uac1c\uc778 \ub9de\ucda4\ud615 \uc2dd\ub2e8 \uad00\ub9ac \uc11c\ube44\uc2a4\ub97c \uc704\ud55c AI \uae30\ub2a5\uc744 \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ucef4\ud4e8\ud130 \ube44\uc804 AI \uae30\uc220\ub85c \uc0ac\uc6a9\uc790\uac00 \uc2a4\ub9c8\ud2b8\ud3f0\uc73c\ub85c \ucc0d\uc5b4 \uc62c\ub9b0 \uc74c\uc2dd \uc0ac\uc9c4\uc774 \uc5b4\ub5a4 \uc74c\uc2dd\uc778\uc9c0 \uc778\uc2dd\ud558\uace0 \uc601\uc591 \uc131\ubd84\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \u2018\uc74c\uc2dd\ubb3c \ud0d0\uc9c0 AI\u2019\ub97c \uac1c\ubc1c\ud588\ub294\ub370, \uad6c\ud604\ub41c AI\ub97c \uc0c1\uc6a9\ud654\ud558\uae30 \uc704\ud574\uc11c\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ub192\uc740 \uc815\ud655\ub3c4\uc640 \uc11c\ube44\uc2a4\uc758 \uacbd\uc81c\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud544\uc694\ub85c \ud588\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2018\uc74c\uc2dd\ubb3c \ud0d0\uc9c0 AI\u2019\ub294 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc694\uad6c\ud558\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uac19\uc740 \uc74c\uc2dd\ub3c4 \uc870\ub9ac\ubc95\uacfc \ud50c\ub808\uc774\ud305\uc5d0 \ub530\ub77c \uadf8 \ubaa8\uc2b5\uc774 \ub2e4\ub974\uace0, \ube44\uc2b7\ud574 \ubcf4\uc774\ub294 \uc74c\uc2dd\ub3c4 \ub9ce\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ud55c\uc2dd\uc758 \uacbd\uc6b0\uc5d0\ub294 \uc5ec\ub7ec \ubc18\ucc2c\uc774 \ud55c \ubc88\uc5d0 \ub098\uc624\uae30 \ub54c\ubb38\uc5d0 \ud0d0\uc9c0 \ubc94\uc704\uac00 \ub113\uace0 \uc815\uad50\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc2dd\ub2e8 \uad00\ub9ac \uc11c\ube44\uc2a4\ub294 \uc0ac\uc6a9\uc790 \uc218\uac00 \ub9ce\uc740 \uc2e4\uc2dc\uac04 \uc11c\ube44\uc2a4\uc778\ub9cc\ud07c \ub300\uaddc\ubaa8 \ub3d9\uc2dc \uc811\uc18d\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \ucc98\ub9ac \ub2a5\ub825\uacfc \ud655\uc7a5 \uac00\ub2a5\uc131\uc744 \ucda9\uc871\uc2dc\ud0a4\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18\uc758 \uc778\ud504\ub77c \uad6c\uc0c1\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub294 \uc74c\uc2dd \ub370\uc774\ud130\uc758 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\uc640 \ud6a8\uacfc\uc801\uc778 \uc6b4\uc601\uc774 \uac00\ub2a5\ud55c \ubc18\uba74\uc5d0 \ucc98\ub9ac\ub7c9\uc774 \ub298\uc218\ub85d \uadf8 \ube44\uc6a9\uc774 \ub192\uae30\uc5d0 \uad6c\uc131\uc744 \uc815\uad50\ud558\uac8c \uc124\uacc4\ud558\uc5ec \uc815\ud655\ub3c4\uc640 \uacbd\uc81c\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\"><strong>Solution<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\ub294 \uc0c8\ub85c\uc6b4 \uc74c\uc2dd \uce74\ud14c\uace0\ub9ac\ub97c \ucd94\uac00\ud558\uae30 \uc26c\uc6b4 \uc720\uc5f0\ud55c \ubaa8\ub378 \uad6c\ucd95, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc131\ub2a5 \uac1c\uc120, \ub300\uaddc\ubaa8 \ub3d9\uc2dc \uc811\uc18d \uc2dc\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \ucd94\ub860 \uc131\ub2a5 \uc720\uc9c0\ub97c \uc911\uc7a5\uae30 \ubaa9\ud45c\ub85c \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \u2018\uc74c\uc2dd\ubb3c \ub514\ud14d\uc158 AI\u2019 \uace0\ub3c4\ud654 \ub85c\ub4dc\ub9f5\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \uc131\ub2a5\uacfc \ube44\uc6a9 \ubaa8\ub4e0 \uba74\uc744 \uace0\ub824\ud558\uc5ec \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\ub294 \ub9ac\ubca8\ub9ac\uc628 NPU \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub97c \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \ub9ac\ubca8\ub9ac\uc628\uc758 NPU\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub294 GPU\uc640 \ub3d9\ub4f1\ud55c \uc218\uc900\uc758 \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \uc804\ub825 \uc18c\ubaa8\ub294 \uc801\uc5b4 \ub192\uc740 \uc804\uc131\ube44\ub97c \uac00\uc9c0\uace0 \uc788\uc5c8\uace0, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub85c \ubaa8\ub378 \ucd5c\uc801\ud654\uc640 \uc11c\ube44\uc2a4 \ud655\uc7a5\uc774 \uac00\ub2a5\ud588\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub610\ud55c, \ub9ac\ubca8\ub9ac\uc628\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2a4\ud0dd\uc778 RBLN SDK\ub294 \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58, \ud5c8\uae45\ud398\uc774\uc2a4 \ub4f1\uc73c\ub85c \ud559\uc2b5\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\uac00 AI \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uc5ec \uc778\ud504\ub77c\uc5d0 \uc190\uc27d\uac8c \uc11c\ube59\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ud55c \uc74c\uc2dd \uac1d\uccb4 \uc778\uc2dd \ubaa8\ub378\uc744 RBLN SDK\ub97c \uc774\uc6a9\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc774 \uac04\ub2e8\ud558\uac8c \uc801\uc6a9, \ubc30\ud3ec\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741-1024x512.png\" alt=\"\" class=\"wp-image-92882\" srcset=\"https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741-1024x512.png 1024w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741-300x150.png 300w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741-768x384.png 768w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741-640x320.png 640w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7741.png 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\"><strong>Result<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\uc640 \ud5ec\uc2a4\ucf00\uc5b4 \ud50c\ub7ab\ud3fc \uae30\uc5c5\uc740 \ub9ac\ubca8\ub9ac\uc628\uacfc\uc758 \uc774\ubc88 \ud611\ub825\uc744 \ud1b5\ud574 NPU \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc740 \uc131\uacfc\ub97c \uac70\ub458 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uba3c\uc800 \ubaa9\ud45c\ub85c \ud55c \ubaa8\ub378 \uc815\ud655\ub3c4(F1-Score 0.87 \/ \uae30\uc900 0.7)\ub294 \uc131\ub2a5 \uc800\ud558 \uc5c6\uc774 \uadf8\ub300\ub85c \uc720\uc9c0\ub418\uc5c8\uace0, \uc5f0\uc18d \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc774 \uac00\ub2a5\ud568\uc744 \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4. \uc804\ub825 \uc18c\ube44\ub7c9 \ub300\ube44 \uc131\ub2a5\uc744 \ub098\ud0c0\ub0b4\ub294 \uc804\uc131\ube44(FPS\/W)\ub294 GPU \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \ub300\ube44 \ucd5c\ub300 2 \ubc30 \uc774\uc0c1 \ub192\uace0, \uc0ac\uc6a9\uc790 \uccb4\uac10 \uc18d\ub3c4\uc640 \uc9c1\uacb0\ub418\ub294 \uc9c0\uc5f0 \uc2dc\uac04\ub3c4 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ubc88 NPU \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c \ub3c4\uc785 \uc0ac\ub840\ub294 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \ud544\uc694\ud55c \ube44\uc6a9\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\ub2e4\ub294 \uac83\uc744 \ud655\uc778\uc2dc\ucf1c \uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc2dd\ub2e8 \uad00\ub9ac\uc640 \uac19\uc740 \uc2e4\uc2dc\uac04 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc548\uc815\uc801\uc778 \uc131\ub2a5\uacfc \ud569\ub9ac\uc801\uc778 \uc6b4\uc601 \ube44\uc6a9\uc740 \uacbd\uc81c\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \uc11c\ube44\uc2a4 \uae30\ub2a5 \ud655\ub300\uc640 \uc0ac\uc6a9\uc790 \uc99d\uac00\ub97c \uc218\uc6a9\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \uac00\uc838\ub2e4 \uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"351\" src=\"https:\/\/kr-dev.rebellions.ai\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742-1024x351.png\" alt=\"\" class=\"wp-image-92883\" srcset=\"https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742-1024x351.png 1024w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742-300x103.png 300w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742-768x263.png 768w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742-640x219.png 640w, https:\/\/dev-rbln-kr.locomotion.co.kr\/wp-content\/uploads\/2025\/08\/\uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc7742.png 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\"><strong>Appendix: NPU \ud65c\uc6a9 \uac00\uc774\ub4dc<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:26px\"><a href=\"https:\/\/docs.rbln.ai\/latest\/ko\/getting_started\/quick_start.html)\" target=\"_blank\" rel=\"noreferrer noopener\">\uc9c0\uae08 \ubc14\ub85c \uc2dc\uc791\ud558\uae30<\/a>: \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378 \uc900\ube44 \u2192 RBLN \ucef4\ud30c\uc77c\ub7ec\ub97c \uc774\uc6a9\ud55c \ubaa8\ub378 \ucef4\ud30c\uc77c \u2192 \ucef4\ud30c\uc77c\ub41c \ubaa8\ub378 \ub85c\ub4dc \ubc0f \ucd94\ub860<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>YOLO \ubaa8\ub378 \ud504\ub85c\ud30c\uc77c\ub9c1 \u2192 <a href=\"https:\/\/docs.rbln.ai\/latest\/ko\/software\/profiler\/examples\/detection.html\" target=\"_blank\" rel=\"noreferrer noopener\">\uc608\uc81c \ubcf4\uae30<\/a><\/li>\n\n\n\n<li>Triton Server\ub97c \ud1b5\ud55c YOLO \ubaa8\ub378 \uc11c\ube59 \u2192 <a href=\"https:\/\/docs.rbln.ai\/latest\/ko\/software\/model_serving\/nvidia_triton_inference_server\/tutorial\/yolov8.html\" target=\"_blank\" rel=\"noreferrer noopener\">\uc608\uc81c \ubcf4\uae30<\/a><\/li>\n\n\n\n<li>C++ \ub7f0\ud0c0\uc784 Object Detection \u2192 <a href=\"https:\/\/docs.rbln.ai\/latest\/ko\/software\/api\/language_binding\/c\/tutorial\/object_detection.html\" target=\"_blank\" rel=\"noreferrer noopener\">\uc608\uc81c \ubcf4\uae30<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Summary Challenge AI \uc2a4\ud0c0\ud2b8\uc5c5 \uc288\ud37c\ube0c\uc5d0\uc774\uc544\uc774\ub294 \uc218 \uc2ed\ub9cc \uba85\uc758 \uc6d4\uac04 \ud65c\uc131 \uc0ac\uc6a9\uc790\ub97c \ubcf4\uc720\ud55c \uad6d\ub0b4 \ud5ec\uc2a4\ucf00\uc5b4 \ud50c\ub7ab\ud3fc\uacfc \ud611\uc5c5\ud558\uc5ec \uc9c0\ub2a5\uc801\uc778 \uac1c\uc778 \ub9de\ucda4\ud615 \uc2dd\ub2e8&#8230;<\/p>\n","protected":false},"author":10,"featured_media":93053,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[185,162],"tags":[],"class_list":["post-92963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - 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