OpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95 - \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\/38734\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc99d\uac15 \ud604\uc2e4(Augmented Reality, AR)\uc740 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ucef4\ud4e8\ud130 \uc0dd\uc131 \uc774\ubbf8\uc9c0\ub97c \uacb9\uccd0\uc11c \ubcf4\uc5ec\uc8fc\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc2a4\ub9c8\ud2b8\ud3f0, \ud0dc\ube14\ub9bf, \ud639\uc740 AR \uc804\uc6a9 \uc548\uacbd\uc744 \ud1b5\ud574 \uad6c\ud604\ub429\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \uc0ac\uc774\uc5d0, AR \uae30\uc220\uc740 \uac8c\uc784, \uad50\uc721, \ud5ec\uc2a4\ucf00\uc5b4\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud3ed \ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 \uc774\ub97c OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 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{"id":38734,"date":"2024-11-02T00:56:40","date_gmt":"2024-11-02T00:56:40","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38734"},"modified":"2024-11-26T06:43:30","modified_gmt":"2024-11-26T06:43:30","slug":"opencv-%ea%b0%95%ec%a2%8c-ar%ec%9d%98-%ea%b8%b0%ec%b4%88-%ec%9b%90%eb%a6%ac%ec%99%80-opencv-%ed%99%9c%ec%9a%a9%eb%b2%95","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38734\/","title":{"rendered":"OpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95"},"content":{"rendered":"

<\/p>\n

\uc99d\uac15 \ud604\uc2e4(Augmented Reality, AR)\uc740 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ucef4\ud4e8\ud130 \uc0dd\uc131 \uc774\ubbf8\uc9c0\ub97c \uacb9\uccd0\uc11c \ubcf4\uc5ec\uc8fc\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc2a4\ub9c8\ud2b8\ud3f0, \ud0dc\ube14\ub9bf, \ud639\uc740 AR \uc804\uc6a9 \uc548\uacbd\uc744 \ud1b5\ud574 \uad6c\ud604\ub429\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \uc0ac\uc774\uc5d0, AR \uae30\uc220\uc740 \uac8c\uc784, \uad50\uc721, \ud5ec\uc2a4\ucf00\uc5b4\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud3ed \ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 \uc774\ub97c OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

AR\uc758 \uae30\ucd08 \uc6d0\ub9ac<\/h2>\n
AR\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc694\uc18c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4: \ud604\uc2e4 \uc138\uacc4\uc640 \uac00\uc0c1\uc758 \uc815\ubcf4\uc785\ub2c8\ub2e4. AR \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ubcc0 \ud658\uacbd\uc744 \uc778\uc2dd\ud558\uace0 \ubd84\uc11d\ud558\uc5ec, \uadf8 \uc704\uc5d0 3\ucc28\uc6d0 \ubaa8\ub378\uc774\ub098 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ub4f1\uc758 \uac00\uc0c1\uc758 \uc815\ubcf4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uacb9\uccd0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacfc\uc815\uc744 \uc704\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uae30\uc220\uc774 \uc0ac\uc6a9\ub418\uba70, \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n

AR \uc2dc\uc2a4\ud15c\uc758 \uad6c\uc131 \uc694\uc18c<\/h3>\n

\ud2b8\ub798\ud0b9 (Tracking):<\/strong> \uc8fc\ubcc0 \ud658\uacbd\uc744 \uc778\uc2dd\ud558\uc5ec \uce74\uba54\ub77c\uc758 \uc704\uce58\ub97c \ucd94\uc801\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub294 \uac00\uc0c1 \uac1d\uccb4\ub97c \uc801\uc808\ud558\uac8c \uc704\uce58\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n
\uc778\uc2dd (Recognition):<\/strong> \ud2b9\uc815 \ubb3c\uccb4\ub97c \uc778\uc2dd\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac00\uc0c1\uc758 \uc815\ubcf4\ub97c \uacb9\uccd0\uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74 QR \ucf54\ub4dc, \ub9c8\ucee4 \ub4f1\uc744 \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n

\ub80c\ub354\ub9c1 (Rendering):<\/strong> \uc778\uc2dd\ub41c \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uac00\uc0c1\uc758 \uc774\ubbf8\uc9c0\ub97c \uadf8\ub9bd\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ub9e4\uc6b0 \uc911\uc694\ud558\uba70 \ucef4\ud4e8\ud130 \uadf8\ub798\ud53d\uc2a4\uc758 \uc6d0\ub9ac\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
OpenCV\ub780 \ubb34\uc5c7\uc778\uac00?<\/h2>\n
OpenCV(\uc624\ud508 \uc18c\uc2a4 \ucef4\ud4e8\ud130 \ube44\uc804 \ub77c\uc774\ube0c\ub7ec\ub9ac)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. OpenCV\ub97c \uc0ac\uc6a9\ud558\uba74 \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ucc98\ub9ac, \uc5bc\uad74 \uc778\uc2dd, \uac1d\uccb4 \uac10\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \uc791\uc5c5\uc744 \uc27d\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. AR \uad6c\ud604\uc5d0 \uc788\uc5b4 OpenCV\ub294 \ud2b8\ub798\ud0b9\uacfc \uc778\uc2dd \uc694\uc18c\ub97c \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n
OpenCV \uc124\uce58\ud558\uae30<\/h3>\n
OpenCV\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc124\uce58 \ubc29\ubc95\uc740 pip<\/code>\ub97c \uc774\uc6a9\ud55c Python \ud328\ud0a4\uc9c0 \uc124\uce58\uc785\ub2c8\ub2e4. \uc544\ub798\uc758 \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 OpenCV\ub97c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
pip install opencv-python opencv-python-headless<\/code><\/pre>\nOpenCV\ub97c \ud65c\uc6a9\ud55c \uae30\ubcf8 AR \uad6c\ud604<\/h2>\n\uc774\uc81c OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec AR\uc758 \uae30\ubcf8 \uc6d0\ub9ac\ub97c \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\uac04\ub2e8\ud55c QR \ucf54\ub4dc \uc778\uc2dd\uc744 \ud1b5\ud574 \uc8fc\ubcc0 \ud658\uacbd\uc5d0\uc11c \uac00\uc0c1\uc758 \uc815\ubcf4\ub97c \uacb9\uce58\ub294 \uc608\uc81c\ub97c \uc791\uc131\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uc608\uc81c\ub294 QR \ucf54\ub4dc\ub97c \uc778\uc2dd\ud558\uace0 \uadf8 \uc704\uc5d0 \uc774\ubbf8\uc9c0\ub97c \uc624\ubc84\ub808\uc774\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4.<\/p>\n \uc608\uc81c: QR \ucf54\ub4dc \uc778\uc2dd\uacfc \uc624\ubc84\ub808\uc774 \uc774\ubbf8\uc9c0<\/h3>\n\uc774 \uc608\uc81c\uc5d0\uc11c\ub294 QR \ucf54\ub4dc\ub97c \uc778\uc2dd\ud55c \ud6c4, \uc778\uc2dd\ub41c \uc704\uce58\uc5d0 \uc774\ubbf8\uc9c0\ub97c \uacb9\uce58\ub294 \uacfc\uc815\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \uc774\ubbf8\uc9c0 \uc900\ube44<\/h4>\n\ucd94\uac00\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc774\ubbf8\uc9c0 \ud30c\uc77c\uc744 \uc900\ube44\ud569\ub2c8\ub2e4. \uc774 \uc774\ubbf8\uc9c0\ub294 QR \ucf54\ub4dc \uc704\uc5d0 \ud45c\uc2dc\ub420 \uac00\uc0c1\uc758 \uc815\ubcf4 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 overlay.png<\/code>\ub77c\ub294 \uc774\ub984\uc758 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/p>\n \uc18c\uc2a4 \ucf54\ub4dc<\/h4>\nimport cv2\nimport numpy as np\n\n# QR \ucf54\ub4dc \ubc0f \uc624\ubc84\ub808\uc774 \uc774\ubbf8\uc9c0 \ubd88\ub7ec\uc624\uae30\nqr_image = cv2.imread('qr_code.png')\noverlay_image = cv2.imread('overlay.png', cv2.IMREAD_UNCHANGED)\n\n# QR \ucf54\ub4dc \uac10\uc9c0\ub97c \uc704\ud55c \uac1d\uccb4 \uc0dd\uc131\ndetector = cv2.QRCodeDetector()\n\n# \ube44\ub514\uc624 \ucea1\ucc98 \uac1d\uccb4 \uc0dd\uc131\ncap = cv2.VideoCapture(0)\n\nwhile True:\n ret, frame = cap.read()\n if not ret:\n break\n\n # QR \ucf54\ub4dc \uc778\uc2dd\n data, pts, _ = detector(frame)\n\n if pts is not None:\n # QR \ucf54\ub4dc\uc758 \ub124 \ubaa8\uc11c\ub9ac \uc88c\ud45c \uc5bb\uae30 \ubc0f \ud53d\uc140 \uc815\uaddc\ud654\n pts = pts[0]\n top_left, top_right, bottom_right, bottom_left = map(tuple, pts)\n\n # \uc624\ubc84\ub808\uc774 \uc774\ubbf8\uc9c0\uc758 \uc88c\ud45c\uacc4 \ubcc0\ud658\n height, width = overlay_image.shape[:2]\n overlay_corners = np.array([\n [top_left[0], top_left[1]],\n [top_right[0], top_right[1]],\n [bottom_left[0], bottom_left[1]],\n [bottom_right[0], bottom_right[1]]\n ], dtype=\"float32\")\n\n # \uc9c1\uc0ac\uac01\ud615 \ubcc0\ud658\uc744 \uc704\ud55c \ubaa9\ud45c \uc88c\ud45c\n target_corners = np.array([\n [0, 0],\n [width, 0],\n [0, height],\n [width, height]\n ], dtype=\"float32\")\n\n # \ubcc0\ud658 \ud589\ub82c \uacc4\uc0b0\n matrix = cv2.getPerspectiveTransform(target_corners, overlay_corners)\n overlay_transformed = cv2.warpPerspective(overlay_image, matrix, (frame.shape[1], frame.shape[0]))\n\n # \uc774\ubbf8\uc9c0 \ubcd1\ud569\n alpha_overlay = overlay_transformed[:, :, 3] \/ 255.0\n alpha_frame = 1.0 - alpha_overlay\n\n for c in range(0, 3):\n frame[:, :, c] = (alpha_overlay * overlay_transformed[:, :, c] + alpha_frame * frame[:, :, c])\n\n # \uacb0\uacfc \ud504\ub808\uc784 \ubcf4\uc5ec\uc8fc\uae30\n cv2.imshow('AR Demo', frame)\n\n if cv2.waitKey(1) & 0xFF == ord('q'):\n break\n\ncap.release()\ncv2.destroyAllWindows()<\/code><\/pre>\n\uc18c\uc2a4 \ucf54\ub4dc \uc124\uba85<\/h4>\n\uc704\uc758 \ucf54\ub4dc\ub294 \uce74\uba54\ub77c\ub85c\ubd80\ud130 \ube44\ub514\uc624\ub97c \ucea1\ucc98\ud558\uace0, \uac01 \ud504\ub808\uc784\uc5d0\uc11c QR \ucf54\ub4dc\ub97c \uc778\uc2dd\ud558\uc5ec \uadf8 \uc704\uc5d0 \uc774\ubbf8\uc9c0\ub97c \uc62c\ub9ac\ub294 \uad6c\uc870\uc785\ub2c8\ub2e4.<\/p>\n \ncv2.VideoCapture(0):<\/strong> \uae30\ubcf8 \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc744 \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/li>\n detector(frame):<\/strong> \ud604\uc7ac \ud504\ub808\uc784\uc5d0\uc11c QR \ucf54\ub4dc\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n cv2.getPerspectiveTransform:<\/strong> \uc624\ubc84\ub808\uc774 \uc774\ubbf8\uc9c0\ub97c QR \ucf54\ub4dc\uc758 \uc704\uce58\uc5d0 \ub9de\uac8c \ubcc0\ud615\ud558\ub294 \ubcc0\ud658 \ud589\ub82c\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n cv2.warpPerspective:<\/strong> \ubcc0\ud658\ub41c \uc774\ubbf8\uc9c0\ub97c \uc0c8\ub85c\uc6b4 \ud504\ub808\uc784\uc5d0 \uc624\ubc84\ub808\uc774\ud569\ub2c8\ub2e4.<\/li>\n alpha overlay:<\/strong> \uc624\ubc84\ub808\uc774\ub41c \uc774\ubbf8\uc9c0\uc758 \ud22c\uba85\ub3c4\ub97c \uc870\uc808\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc11e\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\uacb0\uacfc \uad00\ucc30\ud558\uae30<\/h3>\n\uc704 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uba74 ‘AR Demo’\ub77c\ub294 \uc774\ub984\uc758 \uc708\ub3c4\uc6b0\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. QR \ucf54\ub4dc\uac00 \uce74\uba54\ub77c \ud504\ub808\uc784\uc5d0 \ub098\ud0c0\ub098\uba74, \uc9c0\uc815\ud55c \uc774\ubbf8\uc9c0\uac00 QR \ucf54\ub4dc\uc758 \uc704\uce58\uc5d0 \uc62c\ub824\uc9c0\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c\uc368 \uac04\ub2e8\ud55c AR \uacbd\ud5d8\uc744 \ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n OpenCV\uc640 AR\uc758 \ud5a5\ud6c4 \uc804\ub9dd<\/h2>\nOpenCV\ub294 AR \uad6c\ud604\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5ec\ub7ec \uac00\uc9c0 \ucef4\ud4e8\ud130 \ube44\uc804 \uc791\uc5c5\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uace0, \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud14c\uc2a4\ud2b8\uc640 \uad6c\ud604\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. AR \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c OpenCV\uc758 \uc911\uc694\uc131\ub3c4 \ub354\uc6b1 \ucee4\uc9c8 \uac83\uc785\ub2c8\ub2e4.<\/p>\n \ud5a5\ud6c4 AR \uae30\uc220\uc740 \uac8c\uc784 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \ubd84\uc57c\ubfd0\ub9cc \uc544\ub2c8\ub77c \uad50\uc721, \uc758\ub8cc, \uc81c\uc870\uc5c5 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uac78\uccd0 \ud65c\uc6a9\ub420 \uac83\uc785\ub2c8\ub2e4. OpenCV\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ud568\uc73c\ub85c\uc368, \uac1c\ubc1c\uc790\ub4e4\uc740 \ud6a8\uc728\uc801\uc778 AR \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n \uacb0\ub860<\/h2>\n\uc774 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV\ub97c \ud65c\uc6a9\ud55c \uae30\ubcf8\uc801\uc778 AR \uad6c\ud604 \ubc29\ubc95\uc744 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. QR \ucf54\ub4dc \uc778\uc2dd\uc744 \ud1b5\ud574 \uc624\ubc84\ub808\uc774 \uc774\ubbf8\uc9c0\ub97c \uad6c\ud604\ud558\ub294 \uac04\ub2e8\ud55c \uc608\uc81c\ub97c \ud1b5\ud574 AR\uc774 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub3d5\uace0\uc790 \ud588\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c AR \ud504\ub85c\uc81d\ud2b8\ub97c \uc2dc\ub3c4\ud574\ubcf4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4!<\/p>\n \ucd94\uac00 \uc790\ub8cc<\/h2>\n\ub354 \uae4a\uc774 \uc788\ub294 \ud559\uc2b5\uc744 \uc6d0\ud558\uc2e0\ub2e4\uba74 \uc544\ub798\uc758 \uc790\ub8cc\ub97c \ucc38\uace0\ud558\uc138\uc694:<\/p>\n \nOpenCV \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a><\/li>\n YOLO \uac1d\uccb4 \uac10\uc9c0 \ud29c\ud1a0\ub9ac\uc5bc<\/a><\/li>\n Learn OpenCV: A blog dedicated to OpenCV tutorials<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\uc99d\uac15 \ud604\uc2e4(Augmented Reality, AR)\uc740 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ucef4\ud4e8\ud130 \uc0dd\uc131 \uc774\ubbf8\uc9c0\ub97c \uacb9\uccd0\uc11c \ubcf4\uc5ec\uc8fc\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc2a4\ub9c8\ud2b8\ud3f0, \ud0dc\ube14\ub9bf, \ud639\uc740 AR \uc804\uc6a9 \uc548\uacbd\uc744 \ud1b5\ud574 \uad6c\ud604\ub429\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \uc0ac\uc774\uc5d0, AR \uae30\uc220\uc740 \uac8c\uc784, \uad50\uc721, \ud5ec\uc2a4\ucf00\uc5b4\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud3ed \ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 \uc774\ub97c OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. AR\uc758 \uae30\ucd08 \uc6d0\ub9ac AR\uc740 \uae30\ubcf8\uc801\uc73c\ub85c … \ub354 \ubcf4\uae30 “OpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95”<\/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-38734","post","type-post","status-publish","format-standard","hentry","category-opencv"],"yoast_head":"\nOpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95 - \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\/38734\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenCV \uac15\uc88c, AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 OpenCV \ud65c\uc6a9\ubc95 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc99d\uac15 \ud604\uc2e4(Augmented Reality, AR)\uc740 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ucef4\ud4e8\ud130 \uc0dd\uc131 \uc774\ubbf8\uc9c0\ub97c \uacb9\uccd0\uc11c \ubcf4\uc5ec\uc8fc\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc2a4\ub9c8\ud2b8\ud3f0, \ud0dc\ube14\ub9bf, \ud639\uc740 AR \uc804\uc6a9 \uc548\uacbd\uc744 \ud1b5\ud574 \uad6c\ud604\ub429\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \uc0ac\uc774\uc5d0, AR \uae30\uc220\uc740 \uac8c\uc784, \uad50\uc721, \ud5ec\uc2a4\ucf00\uc5b4\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud3ed \ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 AR\uc758 \uae30\ucd08 \uc6d0\ub9ac\uc640 \uc774\ub97c OpenCV\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 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