Haarcascades GitHub Repository<\/a><\/li>\n<\/ul>\n\uc704 \ub9c1\ud06c\uc5d0\uc11c haarcascade_frontalface_default.xml<\/code> \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n3. \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd \uad6c\ud604<\/h2>\n
\uc774\uc81c OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd\uc744 \uad6c\ud604\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 \uc6f9\ucea0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc5bc\uad74\uc744 \uc778\uc2dd\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n
\n
import cv2\n\n# \uc5bc\uad74 \uc778\uc2dd\uc744 \uc704\ud55c Haarcascade \ud30c\uc77c \uacbd\ub85c \uc124\uc815\ncascPath = 'path\/to\/haarcascade_frontalface_default.xml'\n\n# \uc5bc\uad74 \uc778\uc2dd \ubd84\ub958\uae30 \ub85c\ub4dc\nface_cascade = cv2.CascadeClassifier(cascPath)\n\n# \uc6f9\ucea0 \uc2dc\uc791\nvideo_capture = cv2.VideoCapture(0)\n\nwhile True:\n # \uc6f9\ucea0\uc5d0\uc11c \ud504\ub808\uc784 \uc77d\uae30\n ret, frame = video_capture.read()\n\n # \uc774\ubbf8\uc9c0\ub97c \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ubcc0\ud658\n gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n\n # \uc5bc\uad74 \uc778\uc2dd\n faces = face_cascade.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30))\n\n # \uc778\uc2dd\ub41c \uc5bc\uad74\uc5d0 \uc0ac\uac01\ud615 \uadf8\ub9ac\uae30\n for (x, y, w, h) in faces:\n cv2.rectangle(frame, (x, y), (x + w, y + h), (255, 0, 0), 2)\n\n # \uacb0\uacfc \ucd9c\ub825\n cv2.imshow('Video', frame)\n\n # 'q' \ud0a4\ub97c \ub20c\ub7ec \uc885\ub8cc\n if cv2.waitKey(1) & 0xFF == ord('q'):\n break\n\n# \uc6f9\ucea0\uacfc \ubaa8\ub4e0 \uc708\ub3c4\uc6b0 \uc885\ub8cc\nvideo_capture.release()\ncv2.destroyAllWindows()\n<\/code><\/pre>\n<\/div>\n4. \ucf54\ub4dc \uc124\uba85<\/h2>\n
\uc704 \ucf54\ub4dc\ub294 \ub2e4\uc74c \ub2e8\uacc4\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- Haarcascade \ubaa8\ub378 \ub85c\ub4dc:<\/strong> Haarcascade XML \ud30c\uc77c\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5bc\uad74 \uc778\uc2dd \ubaa8\ub378\uc744 \ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n
- \uc6f9\ucea0 \uc5f4\uae30:<\/strong>
cv2.VideoCapture(0)<\/code>\ub97c \ud1b5\ud574 \uc6f9\ucea0\uc744 \uc5f4\uace0 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc744 \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/li>\n- \ud504\ub808\uc784 \uc77d\uae30:<\/strong> \ubb34\ud55c \ub8e8\ud504\ub97c \ud1b5\ud574 \uc6f9\ucea0\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud504\ub808\uc784\uc744 \uc77d\uc2b5\ub2c8\ub2e4.<\/li>\n
- \uadf8\ub808\uc774\uc2a4\ucf00\uc77c \ubcc0\ud658:<\/strong> \uc5bc\uad74 \uac80\ucd9c\uc744 \uc704\ud574 \uceec\ub7ec \uc774\ubbf8\uc9c0\ub97c \uadf8\ub808\uc774\uc2a4\ucf00\uc77c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n
- \uc5bc\uad74 \uac80\ucd9c:<\/strong>
face_cascade.detectMultiScale<\/code>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5bc\uad74\uc744 \uac80\ucd9c\ud558\uace0, \uac80\ucd9c\ub41c \uc5bc\uad74 \uc8fc\ubcc0\uc5d0 \uc0ac\uac01\ud615\uc744 \uadf8\ub9bd\ub2c8\ub2e4.<\/li>\n- \ud654\uba74 \ud45c\uc2dc:<\/strong>
cv2.imshow<\/code>\ub85c \uacb0\uacfc\ub97c \ud654\uba74\uc5d0 \uc778\uc1c4\ud569\ub2c8\ub2e4.<\/li>\n- \uc885\ub8cc \uc870\uac74:<\/strong>
'q'<\/code> \ud0a4\ub97c \ub20c\ub7ec \ud504\ub85c\uadf8\ub7a8\uc744 \uc885\ub8cc\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n5. \ucd94\uac00 \uac1c\uc120 \uc0ac\ud56d<\/h2>\n
\uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc740 \uc544\ub798\uc640 \uac19\uc740 \ucd94\uac00 \uac1c\uc120\uc744 \ud1b5\ud574 \ub354\uc6b1 \ubc1c\uc804\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n- \ub2e4\uc911 \uc5bc\uad74 \uc778\uc2dd:<\/strong> \ud604\uc7ac \ucf54\ub4dc\ub294 \uc5ec\ub7ec \uc5bc\uad74\uc744 \uc778\uc2dd\ud558\uace0 \ud45c\uc2dc\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc778\uc2dd\ub41c \uac01 \uc5bc\uad74\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- \ud45c\uc815 \uc778\uc2dd:<\/strong> \uc5bc\uad74 \uc778\uc2dd\ubfd0\ub9cc \uc544\ub2c8\ub77c \ud45c\uc815 \uc778\uc2dd\uc744 \ucd94\uac00\ud558\uc5ec \uac10\uc815\uc744 \ucd94\uc815\ud558\ub294 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
- \uc0ac\ub78c \uc778\uc2dd:<\/strong> \ub2e8\uc21c\ud788 \uc5bc\uad74\uc744 \uc778\uc2dd\ud558\ub294 \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c \ud2b9\uc815 \uc0ac\ub78c\uc744 \uc778\uc2dd\ud558\ub3c4\ub85d \uc54c\uace0\ub9ac\uc998\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
6. \ub9c8\uce58\uba70<\/h2>\n
OpenCV\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd \uad6c\ud604\uc744 \ud1b5\ud574 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc758 \uae30\ubcf8\uc801\uc778 \uc774\ud574\ub97c \ub3d5\uace0, \ub354 \ub098\uc544\uac00 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ubcf4\uc548 \uc2dc\uc2a4\ud15c, \uc0ac\uc6a9\uc790 \uc778\uc2dd, AR\/VR \ud658\uacbd \ub4f1\uc5d0\uc11c \ud3ed\ub113\uac8c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc55e\uc73c\ub85c\ub3c4 OpenCV\ub97c \ud65c\uc6a9\ud55c \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \ubc0f \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc5d0 \ub300\ud574 \ub2e4\ub8f0 \uc608\uc815\uc774\ub2c8 \ub9ce\uc740 \uad00\uc2ec \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. OpenCV\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc744 \uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. 1. Cascade \ubaa8\ub378\uc774\ub780? Cascade \ubaa8\ub378\uc740 Haar \ud2b9\uc9d5\uacfc Adaboost \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc5bc\uad74\uc744 \uc778\uc2dd\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 ‘cascade’ \uad6c\uc870\ub85c \ub418\uc5b4 \uc788\uc5b4, \uc5ec\ub7ec \ub2e8\uacc4\uc758 \ubd84\ub958\uae30\ub97c \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ub0b4 … \ub354 \ubcf4\uae30 “OpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd”<\/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-38824","post","type-post","status-publish","format-standard","hentry","category-opencv"],"yoast_head":"\nOpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd - \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\/38824\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. OpenCV\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc744 \uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. 1. Cascade \ubaa8\ub378\uc774\ub780? Cascade \ubaa8\ub378\uc740 Haar \ud2b9\uc9d5\uacfc Adaboost \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc5bc\uad74\uc744 \uc778\uc2dd\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 ‘cascade’ \uad6c\uc870\ub85c \ub418\uc5b4 \uc788\uc5b4, \uc5ec\ub7ec \ub2e8\uacc4\uc758 \ubd84\ub958\uae30\ub97c \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ub0b4 … \ub354 \ubcf4\uae30 "OpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/38824\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T00:57:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:43:14+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\/38824\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38824\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"OpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd\",\"datePublished\":\"2024-11-02T00:57:22+00:00\",\"dateModified\":\"2024-11-26T06:43:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38824\/\"},\"wordCount\":36,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"OpenCV\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/38824\/\",\"url\":\"https:\/\/atmokpo.com\/w\/38824\/\",\"name\":\"OpenCV \uac15\uc88c, Cascade \ubaa8\ub378\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc5bc\uad74 \uc778\uc2dd - 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OpenCV\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uc5bc\uad74 \uc778\uc2dd \uae30\uc220\uc744 \uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. 1. Cascade \ubaa8\ub378\uc774\ub780? 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