{"id":227,"date":"2024-12-17T18:37:00","date_gmt":"2024-12-17T09:37:00","guid":{"rendered":"https:\/\/devmelody.com\/?p=227"},"modified":"2025-06-20T16:57:45","modified_gmt":"2025-06-20T07:57:45","slug":"%ec%bb%b4%ed%93%a8%ed%84%b0-%eb%b9%84%ec%a0%84-%ec%9d%b4%eb%af%b8%ec%a7%80-%ec%9d%b8%ec%8b%9d%ec%97%90%ec%84%9c-%ec%9e%90%ec%9c%a8%ec%a3%bc%ed%96%89%ea%b9%8c%ec%a7%80","status":"publish","type":"post","link":"https:\/\/devmelody.com\/?p=227","title":{"rendered":"\ucef4\ud4e8\ud130 \ube44\uc804: \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc5d0\uc11c \uc790\uc728\uc8fc\ud589\uae4c\uc9c0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804(<strong>Computer Vision<\/strong>)\uc740 \uc758\ub8cc, \uc81c\uc870, \uc790\uc728\uc8fc\ud589 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uac1d\uccb4 \ud0d0\uc9c0, \uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158 \uac19\uc740 \uae30\uc220\uc744 \ud1b5\ud574 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uc788\uc9c0\ub9cc \ub370\uc774\ud130 \ud488\uc9c8 \ubd80\uc871, \uacc4\uc0b0 \ub9ac\uc18c\uc2a4 \uc694\uad6c \ub4f1 \ub3c4\uc804 \uacfc\uc81c\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n\n\n<div class=\"gb-container gb-container-62324f79\">\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" 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href=\"https:\/\/devmelody.com\/?p=227\/#%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84%EC%9D%98_%EB%AA%A8%EB%93%A0_%EA%B2%83_%EC%82%B0%EC%97%85_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80%EC%99%80_%ED%95%B4%EA%B2%B0%ED%95%B4%EC%95%BC_%ED%95%A0_%EA%B3%BC%EC%A0%9C%EB%93%A4\" >\ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubaa8\ub4e0 \uac83: \uc0b0\uc5c5 \uc801\uc6a9 \uc0ac\ub840\uc640 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\ub4e4<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/devmelody.com\/?p=227\/#%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EA%B0%9C%EB%85%90\" >\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uac1c\ub150<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/devmelody.com\/?p=227\/#%ED%95%B5%EC%8B%AC_%EC%9B%90%EB%A6%AC%EC%99%80_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\" >\ud575\uc2ec \uc6d0\ub9ac\uc640 \uc791\ub3d9 \ubc29\uc2dd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/devmelody.com\/?p=227\/#%EC%A3%BC%EC%9A%94_%EC%9D%91%EC%9A%A9_%EB%B6%84%EC%95%BC\" >\uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%82%B0%EC%97%85_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\" >1. \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uc8fc\uc694 \uc0b0\uc5c5 \uc801\uc6a9 \uc0ac\ub840<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A7%84%EB%8B%A8_%EB%B3%B4%EC%A1%B0_%EB%B0%8F_%ED%97%AC%EC%8A%A4%EC%BC%80%EC%96%B4_%ED%98%81%EC%8B%A0\" >1) \uc758\ub8cc \ubd84\uc57c: \uc9c4\ub2e8 \ubcf4\uc870 \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \ud601\uc2e0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%EC%A0%9C%EC%A1%B0%EC%97%85_%ED%92%88%EC%A7%88_%EA%B4%80%EB%A6%AC%EC%99%80_%EC%9E%90%EB%8F%99%ED%99%94\" >2) \uc81c\uc870\uc5c5: \ud488\uc9c8 \uad00\ub9ac\uc640 \uc790\ub3d9\ud654<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EC%9E%90%EC%9C%A8%EC%A3%BC%ED%96%89_%EC%B0%A8%EB%9F%89_%EC%95%88%EC%A0%84%EC%84%B1%EA%B3%BC_%ED%9A%A8%EC%9C%A8%EC%84%B1_%EA%B0%95%ED%99%94\" >3) \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9: \uc548\uc804\uc131\uacfc \ud6a8\uc728\uc131 \uac15\ud654<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%ED%95%B5%EC%8B%AC_%EC%9A%94%EC%86%8C\" >2. \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \ud575\uc2ec \uc694\uc18c<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EC%9D%B8%EC%8B%9D\" >1) \uc774\ubbf8\uc9c0 \uc778\uc2dd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80\" >2) \uac1d\uccb4 \ud0d0\uc9c0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EC%8B%9C%EB%A7%A8%ED%8B%B1_%EC%84%B8%EA%B7%B8%EB%A9%98%ED%85%8C%EC%9D%B4%EC%85%98\" >3) \uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EB%8F%84%EC%A0%84_%EA%B3%BC%EC%A0%9C\" >3. \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \ub3c4\uc804 \uacfc\uc81c<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%92%88%EC%A7%88%EA%B3%BC_%EC%96%91_%EB%B6%80%EC%A1%B1\" >1) \ub370\uc774\ud130 \ud488\uc9c8\uacfc \uc591 \ubd80\uc871<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%EA%B3%84%EC%82%B0_%EB%A6%AC%EC%86%8C%EC%8A%A4_%EC%9A%94%EA%B5%AC\" >2) \uacc4\uc0b0 \ub9ac\uc18c\uc2a4 \uc694\uad6c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EC%9C%A4%EB%A6%AC%EC%A0%81_%EB%AC%B8%EC%A0%9C%EC%99%80_%ED%94%84%EB%9D%BC%EC%9D%B4%EB%B2%84%EC%8B%9C\" >3) \uc724\ub9ac\uc801 \ubb38\uc81c\uc640 \ud504\ub77c\uc774\ubc84\uc2dc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/devmelody.com\/?p=227\/#4_%EB%B3%B5%EC%9E%A1%ED%95%9C_%ED%99%98%EA%B2%BD%EC%97%90%EC%84%9C%EC%9D%98_%EC%84%B1%EB%8A%A5_%EC%A0%80%ED%95%98\" >4) \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \uc800\ud558<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/devmelody.com\/?p=227\/#%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uc8fc\uc694 \uc54c\uace0\ub9ac\uc998<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%A0%84%ED%86%B5%EC%A0%81_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >1. \uc804\ud1b5\uc801 \ucef4\ud4e8\ud130 \ube44\uc804 \uc54c\uace0\ub9ac\uc998<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/devmelody.com\/?p=227\/#1_SIFT_Scale-Invariant_Feature_Transform\" >1) SIFT (Scale-Invariant Feature Transform)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/devmelody.com\/?p=227\/#2_SURF_Speeded-Up_Robust_Features\" >2) SURF (Speeded-Up Robust Features)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/devmelody.com\/?p=227\/#3_Viola-Jones_%EC%96%BC%EA%B5%B4_%ED%83%90%EC%A7%80_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >3) Viola-Jones \uc5bc\uad74 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%EB%94%A5%EB%9F%AC%EB%8B%9D_%EA%B8%B0%EB%B0%98_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2. \ub525\ub7ec\ub2dd \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc54c\uace0\ub9ac\uc998<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%BB%A8%EB%B3%BC%EB%A3%A8%EC%85%98_%EC%8B%A0%EA%B2%BD%EB%A7%9D_CNN_Convolutional_Neural_Networks\" >1) \ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd (CNN, Convolutional Neural Networks)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/devmelody.com\/?p=227\/#2_YOLO_You_Only_Look_Once\" >2) YOLO (You Only Look Once)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/devmelody.com\/?p=227\/#3_U-Net\" >3) U-Net<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EC%B5%9C%EC%8B%A0_%ED%8A%B8%EB%A0%8C%EB%93%9C_%EB%B0%8F_%ED%95%98%EC%9D%B4%EB%B8%8C%EB%A6%AC%EB%93%9C_%EC%A0%91%EA%B7%BC\" >3. \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/devmelody.com\/?p=227\/#1_%EC%A0%84%ED%86%B5%EC%A0%81_%EA%B8%B0%EB%B2%95%EA%B3%BC_%EB%94%A5%EB%9F%AC%EB%8B%9D_%EA%B8%B0%EB%B2%95%EC%9D%98_%EC%B0%A8%EC%9D%B4\" >1) \uc804\ud1b5\uc801 \uae30\ubc95\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc758 \ucc28\uc774<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/devmelody.com\/?p=227\/#2_%ED%95%98%EC%9D%B4%EB%B8%8C%EB%A6%AC%EB%93%9C_%EC%A0%91%EA%B7%BC\" >2) \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/devmelody.com\/?p=227\/#3_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_%ED%95%99%EC%8A%B5\" >3) \uba40\ud2f0\ubaa8\ub2ec \ud559\uc2b5<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/devmelody.com\/?p=227\/#%EB%A7%88%EB%AC%B4%EB%A6%AC\" >\ub9c8\ubb34\ub9ac<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"gb-headline gb-headline-f680cb7f\"><span class=\"ez-toc-section\" id=\"%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84%EC%9D%98_%EB%AA%A8%EB%93%A0_%EA%B2%83_%EC%82%B0%EC%97%85_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80%EC%99%80_%ED%95%B4%EA%B2%B0%ED%95%B4%EC%95%BC_%ED%95%A0_%EA%B3%BC%EC%A0%9C%EB%93%A4\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong><strong>\ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubaa8\ub4e0 \uac83: \uc0b0\uc5c5 \uc801\uc6a9 \uc0ac\ub840\uc640 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\ub4e4<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804(<strong>Computer Vision<\/strong>)\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc2dc\uac01\uc801 \uc778\uc9c0 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\uc5ec \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ucd5c\uadfc \uba87 \ub144\uac04 \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uae09\uc18d\ud788 \uc131\uc7a5\ud558\uba70, \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uac1d\uccb4 \ud0d0\uc9c0, \uc790\uc728\uc8fc\ud589\uacfc \uac19\uc740 \uc751\uc6a9 \uc0ac\ub840\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uc7a0\uc7ac\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc774 \uc801\uc6a9\ub41c \uc8fc\uc694 \uc0b0\uc5c5 \uc0ac\ub840\uc640 \uae30\uc220\uc801 \ub3c4\uc804 \uacfc\uc81c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-cover\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"751\" class=\"wp-block-cover__image-background wp-image-101\" alt=\"\ubbf8\ub2c8pc \uc378\ub124\uc77c\" src=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1024x751.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1024x751.jpg 1024w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-300x220.jpg 300w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-768x563.jpg 768w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1536x1126.jpg 1536w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-2048x1502.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size wp-block-paragraph\"><strong><strong><strong>\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220<\/strong><\/strong><\/strong><\/p>\n<\/div><\/div>\n\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class='code-block code-block-1' style='margin: 8px 0; clear: both;'>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-8669337553475169\"\n     crossorigin=\"anonymous\"><\/script>\n<!-- \uc6cc\ub4dc\uc911\uac04\uad11\uace0devmel -->\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-8669337553475169\"\n     data-ad-slot=\"7123847908\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div>\n\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"gb-container gb-container-52f016f6\">\n\n<h3 class=\"gb-headline gb-headline-d9134ecc\"><span class=\"ez-toc-section\" id=\"%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EA%B0%9C%EB%85%90\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong><strong><strong>\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uac1c\ub150<\/strong><\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804(Computer Vision)\uc740 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc2dc\uac01\uc801 \uc778\uc9c0 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\uc5ec \uc774\ubbf8\uc9c0\ub098 \ub3d9\uc601\uc0c1 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uae30\uacc4 \ud559\uc2b5(\ud2b9\ud788 \ub525\ub7ec\ub2dd)\uacfc \uacb0\ud569\ud558\uc5ec, \ub514\uc9c0\ud138 \uc774\ubbf8\uc9c0\ub97c \ud1b5\ud574 \uc0ac\ubb3c\uc744 \uc778\uc2dd\ud558\uace0, \ubd84\ub958\ud558\uba70, \ud2b9\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ub2e8\uc21c\ud788 \uc774\ubbf8\uc9c0\ub97c \ubcf4\ub294 \uac83\uc744 \ub118\uc5b4, \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%ED%95%B5%EC%8B%AC_%EC%9B%90%EB%A6%AC%EC%99%80_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\"><\/span><strong>\ud575\uc2ec \uc6d0\ub9ac\uc640 \uc791\ub3d9 \ubc29\uc2dd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \ucc98\ub9ac<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \ud53d\uc140 \ub2e8\uc704\ub85c \uad6c\uc131\ub41c \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \ubc1b\uc544\ub4e4\uc785\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub294 \ucef4\ud4e8\ud130\uc5d0\uac8c\ub294 \uc22b\uc790\uc758 \uc9d1\ud569\uc73c\ub85c \ubcf4\uc774\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c \uc774\ud574\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc804\ucc98\ub9ac \uacfc\uc815\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0\uc758 \ud06c\uae30 \uc870\uc815, \uc0c9\uc0c1 \ubcc0\ud658, \ub178\uc774\uc988 \uc81c\uac70 \ub4f1\uc774 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5 \ucd94\ucd9c\uacfc \ud559\uc2b5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8\uc9c0\uc5d0\uc11c \uc911\uc694\ud55c \ud2b9\uc9d5(\uc608: \ubaa8\uc11c\ub9ac, \ud14d\uc2a4\ucc98, \ud328\ud134 \ub4f1)\uc744 \ucd94\ucd9c\ud558\uc5ec \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub525\ub7ec\ub2dd \ubaa8\ub378(\uc608: CNN)\uc740 \uc5ec\ub7ec \uacc4\uce35\uc744 \ud1b5\ud574 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud55c \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uac1d\uccb4\ub97c \uc778\uc2dd\ud558\uac70\ub098 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc758\uc0ac\uacb0\uc815<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc785\ub825\ubc1b\uc544 \uc774\ub97c \ubd84\uc11d\ud558\uace0 \uc608\uce21 \uacb0\uacfc\ub97c \ucd9c\ub825\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &#8220;\uc774 \uc774\ubbf8\uc9c0\ub294 \uace0\uc591\uc774\uc778\uac00?&#8221;\ub77c\ub294 \uc9c8\ubb38\uc5d0 \ub300\ud574 \ubaa8\ub378\uc774 \ud655\ub960\uc801\uc73c\ub85c \ub2f5\uc744 \uc81c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EC%A3%BC%EC%9A%94_%EC%9D%91%EC%9A%A9_%EB%B6%84%EC%95%BC\"><\/span><strong>\uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158<\/strong>: \uc774\ubbf8\uc9c0\uc758 \uac01 \ud53d\uc140\uc744 \ud2b9\uc815 \ud074\ub798\uc2a4\uc5d0 \ud560\ub2f9\ud558\uc5ec \ub354 \uc815\ubc00\ud55c \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub294 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d(\uc7a5\uae30\uc640 \ubcd1\ubcc0 \uad6c\ubd84)\uc774\ub098 \ub3c4\uc2dc \uacc4\ud68d(\uc704\uc131 \uc774\ubbf8\uc9c0 \ubd84\uc11d)\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc774\ubbf8\uc9c0 \uc778\uc2dd<\/strong>: \uc0ac\uc9c4 \uc18d \uc778\ubb3c\uc774\ub098 \uc0ac\ubb3c\uc744 \uc2dd\ubcc4\ud558\ub294 \uae30\uc220\ub85c, \uc5bc\uad74 \uc778\uc2dd(\uc2a4\ub9c8\ud2b8\ud3f0 \uc7a0\uae08 \ud574\uc81c), \uc0c1\ud488 \uac80\uc0c9(\uc804\uc790\uc0c1\uac70\ub798) \ub4f1\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uac1d\uccb4 \ud0d0\uc9c0<\/strong>: \uc774\ubbf8\uc9c0\ub098 \ub3d9\uc601\uc0c1\uc5d0\uc11c \ud2b9\uc815 \uac1d\uccb4\ub97c \ucc3e\uc544\ub0b4\uace0 \uc704\uce58\ub97c \ud45c\uc2dc\ud558\ub294 \uae30\uc220\ub85c, \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc774\ub098 \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-2b01004c\"><span class=\"ez-toc-section\" id=\"1_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%82%B0%EC%97%85_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>1.<strong> \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \uc8fc\uc694 \uc0b0\uc5c5 \uc801\uc6a9 \uc0ac\ub840<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A7%84%EB%8B%A8_%EB%B3%B4%EC%A1%B0_%EB%B0%8F_%ED%97%AC%EC%8A%A4%EC%BC%80%EC%96%B4_%ED%98%81%EC%8B%A0\"><\/span><strong>1) \uc758\ub8cc \ubd84\uc57c: \uc9c4\ub2e8 \ubcf4\uc870 \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \ud601\uc2e0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc5d0\uc11c \ud070 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. X-ray, MRI, CT \uc2a4\uce94\uacfc \uac19\uc740 \uc758\ub8cc \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \uc9c8\ubcd1\uc744 \uc870\uae30\uc5d0 \uc9c4\ub2e8\ud558\uac70\ub098 \uce58\ub8cc \uacc4\ud68d\uc744 \uc9c0\uc6d0\ud558\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0ac\ub840<\/strong>: \ub525\ub7ec\ub2dd \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc740 \uc554 \uc9c4\ub2e8\uc5d0\uc11c \uc885\uc591 \ud06c\uae30\uc640 \uc704\uce58\ub97c \uc815\ud655\ud788 \ud30c\uc545\ud558\uba70, \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \uc774\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \uc758\ub8cc\uc9c4\uc758 \uc5c5\ubb34 \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \uc9c4\ub2e8 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ucf1c \ud658\uc790 \uc0dd\uc874\uc728\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uae30\uc220\uc801 \ubc1c\uc804<\/strong>: \ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd(CNN)\uacfc \uac19\uc740 \ub525\ub7ec\ub2dd \uae30\uc220\uc740 \uc758\ub8cc \uc601\uc0c1 \ub370\uc774\ud130\uc5d0\uc11c \ubbf8\uc138\ud55c \ud328\ud134\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EC%A0%9C%EC%A1%B0%EC%97%85_%ED%92%88%EC%A7%88_%EA%B4%80%EB%A6%AC%EC%99%80_%EC%9E%90%EB%8F%99%ED%99%94\"><\/span><strong>2) \uc81c\uc870\uc5c5: \ud488\uc9c8 \uad00\ub9ac\uc640 \uc790\ub3d9\ud654<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uc81c\uc870\uc5c5\uc5d0\uc11c\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc744 \ud1b5\ud574 \uc0dd\uc0b0 \uacf5\uc815\uc758 \uc790\ub3d9\ud654\uc640 \ud488\uc9c8 \uad00\ub9ac\ub97c \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0ac\ub840<\/strong>: \ubc18\ub3c4\uccb4 \uc81c\uc870 \uacfc\uc815\uc5d0\uc11c \ucef4\ud4e8\ud130 \ube44\uc804 \uc2dc\uc2a4\ud15c\uc740 \ubbf8\uc138\ud55c \uacb0\ud568\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uc5ec \ubd88\ub7c9\ud488\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \ubd88\ub7c9\ub960 \uac10\uc18c\uc640 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uae30\uc220\uc801 \ubc1c\uc804<\/strong>: \uace0\ud574\uc0c1\ub3c4 \uce74\uba54\ub77c\uc640 AI \uc54c\uace0\ub9ac\uc998\uc774 \uacb0\ud569\ub418\uc5b4 \ubcf5\uc7a1\ud55c \uc81c\uc870 \uacf5\uc815\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EC%9E%90%EC%9C%A8%EC%A3%BC%ED%96%89_%EC%B0%A8%EB%9F%89_%EC%95%88%EC%A0%84%EC%84%B1%EA%B3%BC_%ED%9A%A8%EC%9C%A8%EC%84%B1_%EA%B0%95%ED%99%94\"><\/span><strong>3) \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9: \uc548\uc804\uc131\uacfc \ud6a8\uc728\uc131 \uac15\ud654<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc740 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220 \uc5c6\uc774\ub294 \ubd88\uac00\ub2a5\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ucc28\ub7c9\uc5d0 \uc7a5\ucc29\ub41c \uce74\uba54\ub77c\uc640 \uc13c\uc11c\ub97c \ud1b5\ud574 \uc8fc\ubcc0 \ud658\uacbd\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc778\uc2dd\ud558\uace0, \ub3c4\ub85c \uc0c1\ud669\uc5d0 \ub530\ub77c \uc801\uc808\ud788 \ubc18\uc751\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uae30\uc220\uc801 \ubc1c\uc804<\/strong>: YOLO(You Only Look Once)\uc640 \uac19\uc740 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \ud0d0\uc9c0 \ubaa8\ub378\uc774 \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc758 \ud575\uc2ec \uae30\uc220\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc0ac\ub840<\/strong>: \ud14c\uc2ac\ub77c\uc758 \uc790\uc728\uc8fc\ud589 \uc2dc\uc2a4\ud15c\uc740 \uac1d\uccb4 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud574 \ubcf4\ud589\uc790, \ucc28\ub7c9, \uc2e0\ud638\ub4f1 \ub4f1\uc744 \uc2dd\ubcc4\ud558\uace0 \uacbd\ub85c\ub97c \uacc4\ud68d\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud6a8\uacfc<\/strong>: \uad50\ud1b5\uc0ac\uace0 \uac10\uc18c\uc640 \uc6b4\uc804\uc790 \ud53c\ub85c \uc644\ud654 \ub4f1 \uc548\uc804\uc131\uacfc \ud3b8\uc758\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-b808498c\"><span class=\"ez-toc-section\" id=\"2_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%ED%95%B5%EC%8B%AC_%EC%9A%94%EC%86%8C\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>2. <strong>\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \ud575\uc2ec \uc694\uc18c<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%9D%B4%EB%AF%B8%EC%A7%80_%EC%9D%B8%EC%8B%9D\"><\/span><strong>1) \uc774\ubbf8\uc9c0 \uc778\uc2dd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ubbf8\uc9c0 \uc778\uc2dd\uc740 \ucef4\ud4e8\ud130\uac00 \uc774\ubbf8\uc9c0\ub97c \uc774\ud574\ud558\uace0 \ubd84\ub958\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \uc5bc\uad74 \uc778\uc2dd, \uc0ac\ubb3c \ubd84\ub958, \ud544\uae30\uccb4 \uc778\uc2dd \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub300\ud45c \uae30\uc220<\/strong>: CNN(Convolutional Neural Network)\uc740 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\ub294 \ub370 \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>: \uc2a4\ub9c8\ud2b8\ud3f0\uc758 \uc5bc\uad74 \uc778\uc2dd \uc7a0\uae08 \ud574\uc81c \uae30\ub2a5\uc774\ub098 \uc18c\uc15c \ubbf8\ub514\uc5b4 \ud50c\ub7ab\ud3fc\uc758 \uc0ac\uc9c4 \ud0dc\uadf8 \ucd94\ucc9c \uae30\ub2a5.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EA%B0%9D%EC%B2%B4_%ED%83%90%EC%A7%80\"><\/span><strong>2) \uac1d\uccb4 \ud0d0\uc9c0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uac1d\uccb4 \ud0d0\uc9c0\ub294 \uc774\ubbf8\uc9c0\ub098 \uc601\uc0c1\uc5d0\uc11c \ud2b9\uc815 \ubb3c\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \uc9c0\uc815\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub300\ud45c \uae30\uc220<\/strong>: YOLO(You Only Look Once), Faster R-CNN \ub4f1\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud558\ub294 \ub370 \ucd5c\uc801\ud654\ub41c \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>: \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc5d0\uc11c \ubcf4\ud589\uc790\ub098 \uc7a5\uc560\ubb3c\uc744 \uac10\uc9c0\ud558\uac70\ub098 \uc2a4\ub9c8\ud2b8 CCTV \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uce68\uc785\uc790\ub97c \uc2dd\ubcc4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EC%8B%9C%EB%A7%A8%ED%8B%B1_%EC%84%B8%EA%B7%B8%EB%A9%98%ED%85%8C%EC%9D%B4%EC%85%98\"><\/span><strong>3) \uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158\uc740 \uc774\ubbf8\uc9c0 \ub0b4 \ubaa8\ub4e0 \ud53d\uc140\uc744 \ud2b9\uc815 \ud074\ub798\uc2a4\uc5d0 \ud560\ub2f9\ud558\uc5ec \ub354 \uc815\ubc00\ud55c \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>: \ub3c4\uc2dc \uacc4\ud68d\uc5d0\uc11c \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud574 \uac74\ubb3c, \ub3c4\ub85c, \ub179\uc9c0\ub97c \uad6c\ubd84\ud558\uac70\ub098 \uc758\ub8cc \uc601\uc0c1\uc5d0\uc11c \uc7a5\uae30\uc640 \ubcd1\ubcc0 \uc601\uc5ed\uc744 \ubd84\ub9ac.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub300\ud45c \uae30\uc220<\/strong>: U-Net \ubaa8\ub378\uc740 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d \ubc0f \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-a205fac6\"><span class=\"ez-toc-section\" id=\"3_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EB%8F%84%EC%A0%84_%EA%B3%BC%EC%A0%9C\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>3. <strong>\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \ub3c4\uc804 \uacfc\uc81c<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%92%88%EC%A7%88%EA%B3%BC_%EC%96%91_%EB%B6%80%EC%A1%B1\"><\/span><strong>1) \ub370\uc774\ud130 \ud488\uc9c8\uacfc \uc591 \ubd80\uc871<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc591\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uace0\ud488\uc9c8 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ub77c\ubca8\ub9c1\ud558\ub294 \uacfc\uc815\uc740 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uace0 \uc2dc\uac04\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4. \ud2b9\ud788, \ud2b9\uc218\ud55c \ub370\uc774\ud130(\uc608: \uc758\ub8cc \uc601\uc0c1, \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc758 \ub3c4\ub85c \uc0c1\ud669 \ub370\uc774\ud130)\ub294 \uc811\uadfc\uc131\uc774 \ub0ae\uace0 \ub77c\ubca8\ub9c1 \uc791\uc5c5\uc774 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \uc548\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc81c\uc810<\/strong>: <br><strong>\uc758\ub8cc \ubd84\uc57c:<\/strong> \uc758\ub8cc \uc601\uc0c1 \ub370\uc774\ud130\ub294 \ud658\uc790\uc758 \uac1c\uc778\uc815\ubcf4\uc640 \uc9c1\uacb0\ub418\uae30 \ub54c\ubb38\uc5d0 \uc811\uadfc\uc774 \uc81c\ud55c\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c, \uc804\ubb38 \uc758\ub8cc\uc9c4\uc5d0 \uc758\ud55c \ub77c\ubca8\ub9c1 \uc791\uc5c5\uc774 \ud544\uc694\ud574 \ube44\uc6a9\uacfc \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4.<br><strong>\uc790\uc728\uc8fc\ud589 \ubd84\uc57c:<\/strong> \ub3c4\ub85c \uc0c1\ud669 \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \ud658\uacbd(\ub0a0\uc528, \uc2dc\uac04\ub300, \uc9c0\uc5ed \ub4f1)\uc744 \ud3ec\ud568\ud574\uc57c \ud558\uba70, \uc774 \ubaa8\ub4e0 \ubcc0\uc218\ub97c \ud3ec\uad04\ud558\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc774 \uc788\uc2b5\ub2c8\ub2e4.<br><\/li>\n\n\n\n<li><strong>\ud574\uacb0 \ubc29\uc548<\/strong>: <br><strong>\ub370\uc774\ud130 \uc99d\uac15 (Data Augmentation):<\/strong> \uae30\uc874 \ub370\uc774\ud130\ub97c \ud68c\uc804, \ud06c\uae30 \uc870\uc815, \uc0c9\uc0c1 \ubcc0\ud658 \ub4f1\uc73c\ub85c \ubcc0\ud615\ud558\uc5ec \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \ud559\uc2b5 \ub370\uc774\ud130\ub97c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><strong>\ud569\uc131 \ub370\uc774\ud130 (Synthetic Data):<\/strong> \uc2e4\uc81c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ucef4\ud4e8\ud130 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud1b5\ud574 \uac00\uc0c1 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uc5ec \ud559\uc2b5\uc5d0 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9 \uc2dc\ubbac\ub808\uc774\ud130\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c \ub3c4\ub85c \uc0c1\ud669 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><strong>\uc5f0\ud569 \ud559\uc2b5 (Federated Learning):<\/strong> \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \uc911\uc559 \uc11c\ubc84\ub85c \ubaa8\uc73c\uc9c0 \uc54a\uace0 \ubd84\uc0b0\ub41c \ud658\uacbd\uc5d0\uc11c \ud559\uc2b5\uc744 \uc218\ud589\ud558\uc5ec \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uba74\uc11c\ub3c4 \ubaa8\ub378 \uc131\ub2a5\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EA%B3%84%EC%82%B0_%EB%A6%AC%EC%86%8C%EC%8A%A4_%EC%9A%94%EA%B5%AC\"><\/span><strong>2) \uacc4\uc0b0 \ub9ac\uc18c\uc2a4 \uc694\uad6c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc740 \ub300\uaddc\ubaa8 \uc5f0\uc0b0 \uc791\uc5c5\uc774 \ud544\uc694\ud558\uba70, \uc774\ub294 \uace0\uc131\ub2a5 \ud558\ub4dc\uc6e8\uc5b4(GPU\/TPU)\uc640 \ub9ce\uc740 \uc5d0\ub108\uc9c0\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub098 \ubc30\ud130\ub9ac \uc81c\ud55c\uc774 \uc788\ub294 \ub514\ubc14\uc774\uc2a4(IoT \uae30\uae30, \ub4dc\ub860 \ub4f1)\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc694\uad6c\uc0ac\ud56d\uc774 \ud070 \uc81c\uc57d\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc81c\uc810<\/strong>: <br><strong>\uc2e4\uc2dc\uac04 \ucc98\ub9ac:<\/strong> \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc758 \uacbd\uc6b0 \ucd08\ub2f9 \uc218\uc2ed \ud504\ub808\uc784\uc758 \uc601\uc0c1\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ubbc0\ub85c \ub192\uc740 \uc5f0\uc0b0 \uc18d\ub3c4\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<br><strong>\ubaa8\ubc14\uc77c \ubc0f IoT \ub514\ubc14\uc774\uc2a4:<\/strong> \uc81c\ud55c\ub41c \ub9ac\uc18c\uc2a4\ub97c \uac00\uc9c4 \uc7a5\uce58\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc744 \uc2e4\ud589\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<br><\/li>\n\n\n\n<li><strong>\ud574\uacb0 \ubc29\uc548<\/strong>: <br><strong>\ubaa8\ub378 \uacbd\ub7c9\ud654:<\/strong> MobileNet\uc774\ub098 EfficientNet\uacfc \uac19\uc740 \uacbd\ub7c9\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5f0\uc0b0\ub7c9\uc744 \uc904\uc774\uace0 \ud6a8\uc728\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<br><strong>\ud558\ub4dc\uc6e8\uc5b4 \uac00\uc18d:<\/strong> GPU\/TPU\uc640 \uac19\uc740 \ud2b9\uc218 \ud558\ub4dc\uc6e8\uc5b4\ub97c \ud65c\uc6a9\ud558\uac70\ub098 ASIC(Application-Specific Integrated Circuit) \uce69\uc744 \uc124\uacc4\ud558\uc5ec \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ucd5c\uc801\ud654\ub41c \uc5f0\uc0b0\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<br><strong>\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305:<\/strong> \ub85c\uceec \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc9c1\uc811 \uc5f0\uc0b0\ud558\uc9c0 \uc54a\uace0 \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub3c4\ub85d \ud558\uc5ec \ub9ac\uc18c\uc2a4 \ubd80\ub2f4\uc744 \uc904\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EC%9C%A4%EB%A6%AC%EC%A0%81_%EB%AC%B8%EC%A0%9C%EC%99%80_%ED%94%84%EB%9D%BC%EC%9D%B4%EB%B2%84%EC%8B%9C\"><\/span><strong>3) \uc724\ub9ac\uc801 \ubb38\uc81c\uc640 \ud504\ub77c\uc774\ubc84\uc2dc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc740 \uc5bc\uad74 \uc778\uc2dd\uacfc \uac19\uc740 \ubbfc\uac10\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc724\ub9ac\uc801 \ubb38\uc81c\uc640 \ud504\ub77c\uc774\ubc84\uc2dc \uce68\ud574 \uc6b0\ub824\ub97c \ub0b3\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc798\ubabb\ub41c \uc0ac\uc6a9\uc740 \uac1c\uc778 \uc815\ubcf4\ub97c \uce68\ud574\ud558\uac70\ub098 \uc0ac\ud68c\uc801 \ubd88\ud3c9\ub4f1\uc744 \uc2ec\ud654\uc2dc\ud0ac \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc81c\uc810<\/strong>: <br><strong>\uc5bc\uad74 \uc778\uc2dd \uae30\uc220:<\/strong> \ubb34\ub2e8 \uac10\uc2dc\ub098 \ucc28\ubcc4\uc801\uc778 \uc54c\uace0\ub9ac\uc998 \uc0ac\uc6a9\uc73c\ub85c \uc778\ud574 \uac1c\uc778\uc758 \uc790\uc720\uc640 \uad8c\ub9ac\uac00 \uce68\ud574\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><strong>\ub370\uc774\ud130 \ud3b8\ud5a5 (Bias):<\/strong> \ud559\uc2b5 \ub370\uc774\ud130\uac00 \ud2b9\uc815 \uc778\uc885, \uc131\ubcc4, \uc9c0\uc5ed \ub4f1\uc5d0 \ud3b8\ud5a5\ub418\uc5b4 \uc788\ub2e4\uba74 \uacb0\uacfc\uc801\uc73c\ub85c \ubd88\uacf5\uc815\ud558\uac70\ub098 \ucc28\ubcc4\uc801\uc778 \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><\/li>\n\n\n\n<li><strong>\ud574\uacb0 \ubc29\uc548<\/strong>: <br><strong>AI \uc724\ub9ac \uac00\uc774\ub4dc\ub77c\uc778 \uc900\uc218:<\/strong> \uacf5\uc815\uc131\uacfc \ud22c\uba85\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \uc724\ub9ac\uc801 AI \uc124\uacc4 \uc6d0\uce59\uc744 \uc900\uc218\ud574\uc57c \ud569\ub2c8\ub2e4.<br><strong>\ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638 \uae30\uc220:<\/strong> Differential Privacy(\ucc28\ub4f1 \ud504\ub77c\uc774\ubc84\uc2dc)\uc640 \uac19\uc740 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uac1c\uc778 \uc815\ubcf4\uac00 \ub178\ucd9c\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\ud638\ud569\ub2c8\ub2e4.<br><strong>\ub370\uc774\ud130 \ub2e4\uc591\uc131 \ud655\ubcf4:<\/strong> \ub2e4\uc591\ud55c \ubc30\uacbd\uacfc \ud658\uacbd\uc744 \ubc18\uc601\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ud3b8\ud5a5\uc131\uc744 \uc904\uc774\uace0 \uacf5\uc815\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%EB%B3%B5%EC%9E%A1%ED%95%9C_%ED%99%98%EA%B2%BD%EC%97%90%EC%84%9C%EC%9D%98_%EC%84%B1%EB%8A%A5_%EC%A0%80%ED%95%98\"><\/span><strong>4) \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \uc800\ud558<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc740 \uc774\uc0c1\uc801\uc778 \uc870\uac74\uc5d0\uc11c \ub192\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uc9c0\ub9cc, \ud604\uc2e4 \uc138\uacc4\uc758 \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \uc800\ud558\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc870\uba85\uc774 \uc5b4\ub450\uc6b4 \ud658\uacbd\uc5d0\uc11c \uac1d\uccb4 \ud0d0\uc9c0 \uc2e4\ud328, \ub0a0\uc528 \ubcc0\ud654(\ube44, \ub208)\ub85c \uc778\ud55c \uc2dc\uc57c \ubc29\ud574 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc81c\uc810<\/strong>: <br><strong>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9:<\/strong> \ub3c4\ub85c \ud45c\uc9c0\ud310\uc774 \uc190\uc0c1\ub418\uac70\ub098 \uac00\ub824\uc9c4 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc815\ud655\ud788 \uc778\uc2dd\ud574\uc57c \ud558\uc9c0\ub9cc, \uc774\ub7ec\ud55c \uacbd\uc6b0 \uc624\ud0d0\uc9c0(false positive) \ub610\ub294 \ud0d0\uc9c0 \uc2e4\ud328(false negative)\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><\/li>\n\n\n\n<li><strong>\ud574\uacb0 \ubc29\uc548<\/strong>: <br><strong>\uac15\ud654 \ud559\uc2b5 (Reinforcement Learning):<\/strong> \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ucf1c \uc801\uc751\ub825\uc744 \ub192\uc785\ub2c8\ub2e4.<br><strong>\uba40\ud2f0\uc13c\uc11c \uc735\ud569 (Multi-Sensor Fusion):<\/strong> \uce74\uba54\ub77c \uc678\uc5d0\ub3c4 LiDAR, \ub808\uc774\ub354 \ub4f1\uc758 \uc13c\uc11c\ub97c \uacb0\ud569\ud558\uc5ec \ub354 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\uc131 \uc788\ub294 \uacb0\uacfc\ub97c \uc5bb\uc2b5\ub2c8\ub2e4.<br><strong>\uc5b4\ub4dc\ubc84\uc154\ub9ac \ub7ec\ub2dd (Adversarial Training):<\/strong> \ubaa8\ub378\uc5d0 \uc758\ub3c4\uc801\uc73c\ub85c \uc65c\uace1\ub41c \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \ubcf5\uc7a1\ud55c \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uac15\uc778\ud55c \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\ub3c4\ub85d \ud6c8\ub828\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"gb-headline gb-headline-569abc6e\"><span class=\"ez-toc-section\" id=\"%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EA%B8%B0%EC%88%A0%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong><strong>\ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uc8fc\uc694 \uc54c\uace0\ub9ac\uc998<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804(<strong>Computer Vision<\/strong>) \uae30\uc220\uc740 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c&nbsp;\uc54c\uace0\ub9ac\uc998\uc740 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub530\ub77c&nbsp;\uc124\uacc4\ub418\uba70, \ud604\ub300 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubc1c\uc804\uc740 \ub525\ub7ec\ub2dd \uae30\uc220, \ud2b9\ud788 \ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd(CNN)\uacfc \uac19\uc740&nbsp;\ubaa8\ub378\uc5d0 \ud06c\uac8c \uc758\uc874\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc8fc\uc694 \uc54c\uace0\ub9ac\uc998\uacfc \uadf8&nbsp;\ud2b9\uc9d5\uc744 \uc815\ub9ac\ud55c \ub0b4\uc6a9\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%A0%84%ED%86%B5%EC%A0%81_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span><strong>1. \uc804\ud1b5\uc801 \ucef4\ud4e8\ud130 \ube44\uc804 \uc54c\uace0\ub9ac\uc998<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_SIFT_Scale-Invariant_Feature_Transform\"><\/span><strong>1) SIFT (Scale-Invariant Feature Transform)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: SIFT\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ubd88\ubcc0\uc801\uc778 \ud2b9\uc9d5\uc810\uc744 \uac10\uc9c0\ud558\uace0 \uae30\uc220(descriptor)\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, 2004\ub144 David Lowe\uc5d0 \uc758\ud574 \uc81c\uc548\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8\uc9c0\uc758 \ud06c\uae30, \ud68c\uc804, \ubc1d\uae30 \ubcc0\ud654\uc5d0\ub3c4 \uac15\uc778\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774\ubbf8\uc9c0 \ub0b4\uc5d0\uc11c \uc911\uc694\ud55c \ud2b9\uc9d5\uc810(\uc608: \ubaa8\uc11c\ub9ac, \ud14d\uc2a4\ucc98)\uc744 \ucc3e\uc544\ub0b4\uace0 \uc774\ub97c \uc218\ud559\uc801\uc73c\ub85c \ud45c\ud604\ud558\uc5ec \uac1d\uccb4\ub97c \uc778\uc2dd\ud558\uac70\ub098 \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc99d\uac15 \ud604\uc2e4(AR): \ud604\uc2e4 \uc138\uacc4\uc758 \uac1d\uccb4\uc640 \uac00\uc0c1 \uac1d\uccb4\ub97c \uc815\ud569.<\/li>\n\n\n\n<li>\uc774\ubbf8\uc9c0 \uac80\uc0c9 \uc5d4\uc9c4: \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \uac80\uc0c9\ud558\uac70\ub098 \ubd84\ub958.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_SURF_Speeded-Up_Robust_Features\"><\/span><strong>2) SURF (Speeded-Up Robust Features)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: SIFT\uc758 \uc18d\ub3c4\ub97c \uac1c\uc120\ud55c \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, 2006\ub144\uc5d0 Herbert Bay \ub4f1\uc774 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ubc15\uc2a4 \ud544\ud130(Box Filter)\ub97c \uc0ac\uc6a9\ud574 \uacc4\uc0b0 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>SIFT\ubcf4\ub2e4 \ube60\ub974\uc9c0\ub9cc \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\ub294 \uc815\ud655\ub3c4\uac00 \uc57d\uac04 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc2e4\uc2dc\uac04 \uac1d\uccb4 \ucd94\uc801: \ub4dc\ub860\uc774\ub098 \ub85c\ubd07 \ube44\uc804\uc5d0\uc11c \uac1d\uccb4\ub97c \ube60\ub974\uac8c \ud0d0\uc9c0\ud558\uace0 \ucd94\uc801.<\/li>\n\n\n\n<li>\uc601\uc0c1 \uc548\uc815\ud654: \ud754\ub4e4\ub9b0 \uc601\uc0c1\uc744 \ubcf4\uc815.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Viola-Jones_%EC%96%BC%EA%B5%B4_%ED%83%90%EC%A7%80_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span><strong>3) Viola-Jones \uc5bc\uad74 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: \uc5bc\uad74 \ud0d0\uc9c0\ub97c \uc704\ud574 \uac1c\ubc1c\ub41c \ucd5c\ucd08\uc758 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, Paul Viola\uc640 Michael Jones\uac00 2001\ub144\uc5d0 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Haar-like \ud2b9\uc9d5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5bc\uad74\uc774\ub098 \ud2b9\uc815 \uac1d\uccb4\ub97c \ube60\ub974\uac8c \ud0d0\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud0d0\uc9c0 \uc18d\ub3c4\uac00 \ub9e4\uc6b0 \ube60\ub974\uc9c0\ub9cc, \ubcf5\uc7a1\ud55c \ubc30\uacbd\uc5d0\uc11c\ub294 \uc815\ud655\ub3c4\uac00 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ubcf4\uc548 \uc2dc\uc2a4\ud15c: \uc5bc\uad74 \uc778\uc2dd\uc744 \ud1b5\ud55c \ucd9c\uc785 \ud1b5\uc81c.<\/li>\n\n\n\n<li>\ub514\uc9c0\ud138 \uce74\uba54\ub77c: \uc5bc\uad74 \uc790\ub3d9 \ucd08\uc810 \uae30\ub2a5.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EB%94%A5%EB%9F%AC%EB%8B%9D_%EA%B8%B0%EB%B0%98_%EC%BB%B4%ED%93%A8%ED%84%B0_%EB%B9%84%EC%A0%84_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span><strong>2. \ub525\ub7ec\ub2dd \uae30\ubc18 \ucef4\ud4e8\ud130 \ube44\uc804 \uc54c\uace0\ub9ac\uc998<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%BB%A8%EB%B3%BC%EB%A3%A8%EC%85%98_%EC%8B%A0%EA%B2%BD%EB%A7%9D_CNN_Convolutional_Neural_Networks\"><\/span><strong>1) \ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd (CNN, Convolutional Neural Networks)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: CNN\uc740 \ub525\ub7ec\ub2dd \uae30\ubc18 \ubaa8\ub378\ub85c, \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub41c \uc2e0\uacbd\ub9dd \uad6c\uc870\uc785\ub2c8\ub2e4. \ud604\ub300 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ud575\uc2ec \uae30\uc220\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4\ub97c \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ud2b9\uc9d5(\uc5e3\uc9c0, \ud328\ud134 \ub4f1)\uc744 \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud480\ub9c1 \ub808\uc774\uc5b4\ub97c \uc0ac\uc6a9\ud574 \ub370\uc774\ud130 \ud06c\uae30\ub97c \uc904\uc774\uace0 \uc5f0\uc0b0 \ud6a8\uc728\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Fully Connected Layer\ub97c \ud1b5\ud574 \ucd5c\uc885 \uc608\uce21 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8\uc9c0 \ubd84\ub958: AlexNet, VGGNet \ub4f1\uc740 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ubd84\ub958\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158: U-Net\uacfc \uac19\uc740 \ubaa8\ub378\uc740 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_YOLO_You_Only_Look_Once\"><\/span><strong>2) YOLO (You Only Look Once)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: YOLO\ub294 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \ud0d0\uc9c0\ub97c \uc704\ud55c \ub300\ud45c\uc801\uc778 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c, \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \ud1b5\ud574 \ud0d0\uc9c0\uc640 \ubd84\ub958\ub97c \ub3d9\uc2dc\uc5d0 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ud55c \ubc88\uc758 \ud328\uc2a4\uc5d0\uc11c \uc804\uccb4 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\ubbc0\ub85c \ub9e4\uc6b0 \ube60\ub985\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uacbd\uacc4 \uc0c1\uc790(Bounding Box)\uc640 \ud074\ub798\uc2a4 \ud655\ub960\uc744 \ub3d9\uc2dc\uc5d0 \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9: \ubcf4\ud589\uc790 \ubc0f \ucc28\ub7c9 \ud0d0\uc9c0.<\/li>\n\n\n\n<li>\uc2a4\ub9c8\ud2b8 CCTV \uc2dc\uc2a4\ud15c: \uce68\uc785\uc790 \uac10\uc9c0 \ubc0f \uacbd\uace0.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_U-Net\"><\/span><strong>3) U-Net<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc694<\/strong>: U-Net\uc740 \uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158\uc744 \uc704\ud574 \uc124\uacc4\ub41c \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c, \ud53d\uc140 \ub2e8\uc704\ub85c \uc774\ubbf8\uc9c0\ub97c \ubd84\ud560\ud558\uc5ec \ud2b9\uc815 \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc778\ucf54\ub354\uc640 \ub514\ucf54\ub354 \uad6c\uc870\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\ud574\uc0c1\ub3c4\uc758 \ucd9c\ub825 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc791\uc740 \ub370\uc774\ud130\uc14b\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d: CT \uc2a4\uce94\uc774\ub098 MRI\uc5d0\uc11c \uc7a5\uae30\uc640 \ubcd1\ubcc0 \uc601\uc5ed\uc744 \ubd84\ub9ac.<\/li>\n\n\n\n<li>\uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac: \ub3c4\uc2dc \uacc4\ud68d\uc5d0\uc11c \uac74\ubb3c\uacfc \ub3c4\ub85c \uad6c\ubd84.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EC%B5%9C%EC%8B%A0_%ED%8A%B8%EB%A0%8C%EB%93%9C_%EB%B0%8F_%ED%95%98%EC%9D%B4%EB%B8%8C%EB%A6%AC%EB%93%9C_%EC%A0%91%EA%B7%BC\"><\/span><strong>3. \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%A0%84%ED%86%B5%EC%A0%81_%EA%B8%B0%EB%B2%95%EA%B3%BC_%EB%94%A5%EB%9F%AC%EB%8B%9D_%EA%B8%B0%EB%B2%95%EC%9D%98_%EC%B0%A8%EC%9D%B4\"><\/span><strong>1) \uc804\ud1b5\uc801 \uae30\ubc95\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc758 \ucc28\uc774<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc804\ud1b5\uc801 \uae30\ubc95(SIFT, SURF \ub4f1)\uc740 \uc8fc\ub85c \uc218\ud559\uc801 \ubaa8\ub378\uacfc \ud1b5\uacc4 \uae30\ubc18\uc73c\ub85c \uc124\uacc4\ub418\uc5b4 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ucd5c\uc801\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubc18\uba74 \ub525\ub7ec\ub2dd \uae30\ubc18 \uae30\ubc95(CNN, YOLO \ub4f1)\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud558\uace0 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%ED%95%98%EC%9D%B4%EB%B8%8C%EB%A6%AC%EB%93%9C_%EC%A0%91%EA%B7%BC\"><\/span><strong>2) \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ucd5c\uadfc\uc5d0\ub294 \uc804\ud1b5\uc801 \uae30\ubc95\uacfc \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uacb0\ud569\ud558\uc5ec \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc5f0\uad6c\uac00 \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br>\uc608\ub97c \ub4e4\uc5b4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SIFT\ub85c \ucd08\uae30 \ud2b9\uc9d5\uc810\uc744 \uac10\uc9c0\ud55c \ud6c4 CNN\uc73c\ub85c \uc138\ubd80 \ubd84\uc11d \uc218\ud589.<\/li>\n\n\n\n<li>\uc804\ud1b5\uc801 \uae30\ubc95\uc73c\ub85c \ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub97c \uc218\ud589\ud558\uace0 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c \ucd5c\uc885 \uc608\uce21.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_%ED%95%99%EC%8A%B5\"><\/span><strong>3) \uba40\ud2f0\ubaa8\ub2ec \ud559\uc2b5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\ub294 \uba40\ud2f0\ubaa8\ub2ec \ud559\uc2b5\uc740 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc758 \uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc\uc785\ub2c8\ub2e4.<br>\uc608: OpenAI\uc758 CLIP(Contrastive Language\u2013Image Pretraining)\uc740 \ud14d\uc2a4\ud2b8\uc640 \uc774\ubbf8\uc9c0\ub97c \ud568\uaed8 \ud559\uc2b5\ud558\uc5ec \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class='code-block code-block-1' style='margin: 8px 0; clear: both;'>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-8669337553475169\"\n     crossorigin=\"anonymous\"><\/script>\n<!-- \uc6cc\ub4dc\uc911\uac04\uad11\uace0devmel -->\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-8669337553475169\"\n     data-ad-slot=\"7123847908\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div>\n\n\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"gb-container gb-container-90a615ad\">\n\n<h2 class=\"gb-headline gb-headline-1b8cc684\"><span class=\"ez-toc-section\" id=\"%EB%A7%88%EB%AC%B4%EB%A6%AC\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>\ub9c8\ubb34\ub9ac<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc740 \ub04a\uc784\uc5c6\uc774 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uae4c\uc9c0, \uac01 \ub2e8\uacc4\uc758 \ubc1c\uc804\uc774 \ud604\uc7ac\uc758 \ud601\uc2e0\uc801\uc778 AI \uc11c\ube44\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud55c\uad6d\uc5b4\ucc98\ub7fc \ubcf5\uc7a1\ud55c \ubb38\ubc95 \uad6c\uc870\ub97c \uac00\uc9c4 \uc5b8\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc788\uc5b4\uc11c\ub294, \uc5b8\uc5b4\uc758 \ud2b9\uc131\uc744 \uace0\ub824\ud55c \uc138\uc2ec\ud55c \uc811\uadfc\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc55e\uc73c\ub85c\ub3c4 NLP \uae30\uc220\uc740 \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud560 \uac83\uc774\uba70, \uc774\ub294 \uc6b0\ub9ac\uc758 \uc0b6\uc744 \ub354\uc6b1 \ud3b8\ub9ac\ud558\uac8c \ub9cc\ub4e4\uc5b4\uc904 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc758 \ubc1c\uc804 \uc18d\ub3c4\uac00 \ub9e4\uc6b0 \ube60\ub978 \ub9cc\ud07c, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\ub4e4\uc740 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\ub97c \uc5f0\uad6c\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. NLP\ub294 \uc774\uc81c \uc120\ud0dd\uc774 \uc544\ub2cc \ud544\uc218\uac00 \ub418\uc5c8\uc73c\uba70, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \ubbf8\ub798 \uacbd\uc7c1\ub825\uc758 \ud575\uc2ec\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\ucef4\ud4e8\ud130 \ube44\uc804(Computer Vision)\uc740 \uc758\ub8cc, \uc81c\uc870, \uc790\uc728\uc8fc\ud589 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc744 \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uac1d\uccb4 \ud0d0\uc9c0, \uc2dc\ub9e8\ud2f1 \uc138\uadf8\uba58\ud14c\uc774\uc158 \uac19\uc740 \uae30\uc220\uc744 &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"\ucef4\ud4e8\ud130 \ube44\uc804: \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc5d0\uc11c \uc790\uc728\uc8fc\ud589\uae4c\uc9c0\" class=\"read-more button\" href=\"https:\/\/devmelody.com\/?p=227#more-227\" aria-label=\"\ucef4\ud4e8\ud130 \ube44\uc804: \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc5d0\uc11c \uc790\uc728\uc8fc\ud589\uae4c\uc9c0\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":228,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-227","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"jetpack_featured_media_url":"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/12\/Computer-Vision.png","_links":{"self":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/227","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=227"}],"version-history":[{"count":3,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/227\/revisions"}],"predecessor-version":[{"id":463,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/227\/revisions\/463"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/media\/228"}],"wp:attachment":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=227"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=227"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=227"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}