OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/38768\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc774\ubbf8\uc9c0 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc3e\ub294 \uac83\uc740 \ud754\ud788 \ud544\uc694\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ub300\ub7c9\uc758 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ud2b9\uc815 \uc774\ubbf8\uc9c0\uc640 \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \uac80\uc0c9\ud558\ub294 \uac83\uc740 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \ud07d\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uae30\ubc18\uc73c\ub85c \uc720\uc0ac \uc774\ubbf8\uc9c0\ub97c \ud0d0\uc0c9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc774\ub780? \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 \uc774\ubbf8\uc9c0\uc758 \ud53d\uc140 \uac12 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0b4\ub294 \ud1b5\uacc4\uc801 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc774\ubbf8\uc9c0\ub294 RGB \ub610\ub294 \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ud45c\ud604\ub418\uba70, \uac01 … \ub354 \ubcf4\uae30 "OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/38768\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T00:56:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:43:23+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9\",\"datePublished\":\"2024-11-02T00:56:56+00:00\",\"dateModified\":\"2024-11-26T06:43:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\"},\"wordCount\":31,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"OpenCV\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\",\"url\":\"https:\/\/atmokpo.com\/w\/38768\/\",\"name\":\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - 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<\/p>\n

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1. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc774\ub780?<\/h2>\n
\ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 \uc774\ubbf8\uc9c0\uc758 \ud53d\uc140 \uac12 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0b4\ub294 \ud1b5\uacc4\uc801 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc774\ubbf8\uc9c0\ub294 RGB \ub610\ub294 \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ud45c\ud604\ub418\uba70, \uac01 \uc0c9\uc0c1 \ub610\ub294 \uac15\ub3c4 \uac12\uc774 \uc5bc\ub9c8\ub098 \uc790\uc8fc \ub098\ud0c0\ub098\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uace0 \ube44\uad50\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n

2. \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50 \ubc29\ubc95<\/h2>\n

\ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub294 \ub450 \uac1c \uc774\uc0c1\uc758 \uc774\ubbf8\uc9c0\uc758 \uc0c9\uc0c1 \ubd84\ud3ec\ub97c \ube44\uad50\ud558\uc5ec \uc720\uc0ac\ub3c4\ub97c \uce21\uc815\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. OpenCV\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uac00\uc9c0 \ube44\uad50 \ubc29\ubc95\uc774 \uc9c0\uc6d0\ub418\uba70 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uba54\ud2b8\ub9ad\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n

\uc0c1\uad00 \uad00\uacc4(EMD)<\/li>\n
\ud788\uc2a4\ud1a0\uadf8\ub7a8 \uac70\ub9ac(Chi-Square)<\/li>\n
\ud5e8\uc13c(Dots)<\/li>\n
\uc720\ud074\ub9ac\ub4dc \uac70\ub9ac<\/li>\n

\uc81c\uacf1\uc758 \ucc28\uc774<\/li>\n<\/ul>\n

\ubcf8 \uc608\uc81c\uc5d0\uc11c\ub294 \uc0c1\uad00 \uad00\uacc4 \ube44\uad50\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\uc758 \uc720\uc0ac\uc131\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n

3. OpenCV \uc124\uce58\ud558\uae30<\/h2>\n
OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\ub824\uba74 \uc544\ub798\uc758 pip \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/p>\n
`\n pip install opencv-python \n <\/code><\/p>\n`

4. \uc774\ubbf8\uc9c0 \ubd88\ub7ec\uc624\uae30 \ubc0f \ud788\uc2a4\ud1a0\uadf8\ub7a8 \uacc4\uc0b0<\/h2>\nOpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\ub97c \ubd88\ub7ec\uc624\uace0 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc740 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n
\n        \nimport cv2\nimport numpy as np\n\n# \uc774\ubbf8\uc9c0 \ubd88\ub7ec\uc624\uae30\nimg1 = cv2.imread('image1.jpg')\nimg2 = cv2.imread('image2.jpg')\n\n# \uadf8\ub808\uc774\uc2a4\ucf00\uc77c \ubcc0\ud658\ngray1 = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY)\ngray2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY)\n\n# \ud788\uc2a4\ud1a0\uadf8\ub7a8 \uacc4\uc0b0\nhist1 = cv2.calcHist([gray1], [0], None, [256], [0, 256])\nhist2 = cv2.calcHist([gray2], [0], None, [256], [0, 256])\n\n# \uc815\uaddc\ud654\nhist1 = cv2.normalize(hist1, hist1).flatten()\nhist2 = cv2.normalize(hist2, hist2).flatten()\n        <\/code>\n    <\/pre>\n5. \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ud558\uae30<\/h2>\n\uc774\uc81c \uacc4\uc0b0\ub41c \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub450 \uc774\ubbf8\uc9c0\ub97c \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\n        \n# \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\nsimilarity = cv2.compareHist(hist1, hist2, cv2.HISTCMP_CORREL)\nprint('Similarity Score:', similarity)\n        <\/code>\n    <\/pre>\n\uc5ec\uae30\uc11c \ucd9c\ub825\ub41c ‘Similarity Score’\ub294 -1\uc5d0\uc11c 1 \uc0ac\uc774\uc758 \uac12\uc785\ub2c8\ub2e4. \uac12\uc774 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \ub450 \uc774\ubbf8\uc9c0\ub294 \uc720\uc0ac\ud558\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
6. \uc5ec\ub7ec \uc774\ubbf8\uc9c0 \ube44\uad50\ud558\uae30<\/h2>\n\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc3e\uc73c\ub824\uba74, \uc5ec\ub7ec \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud574 \ubc18\ubcf5\uc801\uc73c\ub85c \uc704\uc758 \ube44\uad50 \uacfc\uc815\uc744 \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 \uc9c0\uc815\ud55c \ub514\ub809\ud1a0\ub9ac \ub0b4\uc758 \ubaa8\ub4e0 \uc774\ubbf8\uc9c0\uc640 \ube44\uad50\ub97c \uc218\ud589\ud558\ub294 \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n
\n        \nimport os\n\ndef find_similar_images(target_image_path, image_folder):\n    target_image = cv2.imread(target_image_path)\n    gray_target = cv2.cvtColor(target_image, cv2.COLOR_BGR2GRAY)\n    hist_target = cv2.calcHist([gray_target], [0], None, [256], [0, 256])\n    hist_target = cv2.normalize(hist_target, hist_target).flatten()\n    \n    similar_images = []\n    for image_name in os.listdir(image_folder):\n        image_path = os.path.join(image_folder, image_name)\n        if image_path.endswith('.jpg') or image_path.endswith('.png'):\n            img = cv2.imread(image_path)\n            gray_img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n            hist_img = cv2.calcHist([gray_img], [0], None, [256], [0, 256])\n            hist_img = cv2.normalize(hist_img, hist_img).flatten()\n            \n            similarity = cv2.compareHist(hist_target, hist_img, cv2.HISTCMP_CORREL)\n            similar_images.append((image_name, similarity))\n    \n    # \uc720\uc0ac\ub3c4 \uc810\uc218\uc5d0 \ub530\ub77c \uc815\ub82c\n    similar_images.sort(key=lambda x: x[1], reverse=True)\n    return similar_images\n\n# \uc608\uc2dc\nsimilar_images = find_similar_images('query_image.jpg', 'images_folder')\nfor image_name, score in similar_images:\n    print(f'{image_name}: Similarity Score = {score}')\n        <\/code>\n    <\/pre>\n7. \uacb0\ub860<\/h2>\n\ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud574 \uc720\uc0ac \uc774\ubbf8\uc9c0\ub97c \uac80\uc0c9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud55c \ube44\uad50\ub294 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc3e\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc774\ubbf8\uc9c0\uc758 \ud2b9\uc9d5\uc774 \uc798 \ub098\ud0c0\ub098\ub294 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ubd84\uc11d\ud558\uc5ec \uc6d0\ud558\ub294 \uacb0\uacfc\ub97c \uc5bb\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uae30\uc220\uc744 \uc801\uc6a9\ud558\uc5ec \uc720\uc0ac \uc774\ubbf8\uc9c0 \uac80\uc0c9\uc758 \uc815\ud655\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
8. \ucd94\uac00 \uc790\ub8cc \ubc0f \ud559\uc2b5<\/h2>\nOpenCV\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \uc790\ub8cc\ub294 OpenCV \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\ub97c \ubc29\ubb38\ud558\uac70\ub098, \uc628\ub77c\uc778 \uac15\uc758\uc640 \uc11c\uc801\uc744 \ucc38\uace0\ud558\uc2dc\uba74 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n
\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n\uc804\uccb4 \ucf54\ub4dc\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\ub824\uba74 \uc544\ub798 \ub9c1\ud06c\ub97c \ud074\ub9ad\ud558\uc138\uc694:<\/p>\n\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/a><\/p>\n
\ucc38\uace0\ubb38\ud5cc<\/h3>\n\nOpenCV Documentation: https:\/\/docs.opencv.org\/<\/a><\/li>\n
Image Processing Techniques<\/li>\n
Machine Learning for Image Recognition<\/li>\n<\/ul>\n\ub9c8\uce58\uba70<\/h2>\n\uc774 \uac15\uc88c\uc5d0\uc11c \uc775\ud78c \ub0b4\uc6a9\uc744 \ud1a0\ub300\ub85c \uc790\uc2e0\ub9cc\uc758 \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \uad6c\ucd95\ud574\ubcf4\uc138\uc694. \ucd94\uac00\ub85c \uad81\uae08\ud55c \uc810\uc774\ub098 \ub3c4\uc6c0\uc774 \ud544\uc694\ud558\uc2dc\uba74 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc138\uc694.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\uc774\ubbf8\uc9c0 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc3e\ub294 \uac83\uc740 \ud754\ud788 \ud544\uc694\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ub300\ub7c9\uc758 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ud2b9\uc815 \uc774\ubbf8\uc9c0\uc640 \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \uac80\uc0c9\ud558\ub294 \uac83\uc740 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \ud07d\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uae30\ubc18\uc73c\ub85c \uc720\uc0ac \uc774\ubbf8\uc9c0\ub97c \ud0d0\uc0c9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc774\ub780? \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 \uc774\ubbf8\uc9c0\uc758 \ud53d\uc140 \uac12 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0b4\ub294 \ud1b5\uacc4\uc801 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc774\ubbf8\uc9c0\ub294 RGB \ub610\ub294 \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ud45c\ud604\ub418\uba70, \uac01 … \ub354 \ubcf4\uae30 “OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[187],"tags":[],"class_list":["post-38768","post","type-post","status-publish","format-standard","hentry","category-opencv"],"yoast_head":"\nOpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/38768\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc774\ubbf8\uc9c0 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ucc3e\ub294 \uac83\uc740 \ud754\ud788 \ud544\uc694\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ub300\ub7c9\uc758 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ud2b9\uc815 \uc774\ubbf8\uc9c0\uc640 \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \uac80\uc0c9\ud558\ub294 \uac83\uc740 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \ud07d\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uae30\ubc18\uc73c\ub85c \uc720\uc0ac \uc774\ubbf8\uc9c0\ub97c \ud0d0\uc0c9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc774\ub780? \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 \uc774\ubbf8\uc9c0\uc758 \ud53d\uc140 \uac12 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0b4\ub294 \ud1b5\uacc4\uc801 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc774\ubbf8\uc9c0\ub294 RGB \ub610\ub294 \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ud45c\ud604\ub418\uba70, \uac01 … \ub354 \ubcf4\uae30 "OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/38768\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T00:56:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:43:23+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9\",\"datePublished\":\"2024-11-02T00:56:56+00:00\",\"dateModified\":\"2024-11-26T06:43:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\"},\"wordCount\":31,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"OpenCV\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/38768\/\",\"url\":\"https:\/\/atmokpo.com\/w\/38768\/\",\"name\":\"OpenCV \uac15\uc88c, \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ube44\uad50\ub97c \ud1b5\ud55c \uc720\uc0ac \uc774\ubbf8\uc9c0 \ud0d0\uc0c9 - 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3. OpenCV \uc124\uce58\ud558\uae30<\/h2>\nOpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\ub824\uba74 \uc544\ub798\uc758 pip \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n pip install opencv-python\n <\/code><\/p>\n

\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n\uc804\uccb4 \ucf54\ub4dc\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\ub824\uba74 \uc544\ub798 \ub9c1\ud06c\ub97c \ud074\ub9ad\ud558\uc138\uc694:<\/p>\n\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/a><\/p>\n

3. OpenCV \uc124\uce58\ud558\uae30<\/h2>\n
OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\ub824\uba74 \uc544\ub798\uc758 pip \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/p>\n
`\n pip install opencv-python \n <\/code><\/p>\n`

\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n
\uc804\uccb4 \ucf54\ub4dc\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\ub824\uba74 \uc544\ub798 \ub9c1\ud06c\ub97c \ud074\ub9ad\ud558\uc138\uc694:<\/p>\n
\ucf54\ub4dc \ub2e4\uc6b4\ub85c\ub4dc<\/a><\/p>\n