{"id":38788,"date":"2024-11-02T00:57:05","date_gmt":"2024-11-02T00:57:05","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38788"},"modified":"2024-11-26T06:43:20","modified_gmt":"2024-11-26T06:43:20","slug":"opencv-%ea%b0%95%ec%a2%8c-%ea%b0%9c%eb%b0%9c-%ed%99%98%ea%b2%bd-%ec%84%a4%ec%a0%95-visual-studio-code-pycharm-%eb%93%b1","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38788\/","title":{"rendered":"OpenCV \uac15\uc88c, \uac1c\ubc1c \ud658\uacbd \uc124\uc815 (Visual Studio Code, PyCharm \ub4f1)"},"content":{"rendered":"<p><body><\/p>\n<p>OpenCV(Open Source Computer Vision Library)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\uba70, \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ud504\ub85c\uc138\uc2f1 \uc54c\uace0\ub9ac\uc998\uacfc \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc774\uc6a9\ud55c \uac1c\ubc1c \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ubaa9\ucc28<\/h2>\n<ol>\n<li>OpenCV \uc18c\uac1c<\/li>\n<li>\uac1c\ubc1c \ud658\uacbd \uc124\uc815 \uac1c\uc694<\/li>\n<li>Visual Studio Code\ub97c \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815<\/li>\n<li>PyCharm\uc744 \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815<\/li>\n<li>\uc5ec\ub7ec \uac00\uc9c0 \uc608\uc81c \ucf54\ub4dc<\/li>\n<li>\uacb0\ub860<\/li>\n<\/ol>\n<h2>1. OpenCV \uc18c\uac1c<\/h2>\n<p>OpenCV\ub294 2000\ub144 Intel\uc5d0\uc11c \uac1c\ubc1c\ub41c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ud604\uc7ac\ub294 OpenCV.org\uc5d0\uc11c \uc624\ud508 \uc18c\uc2a4\ub85c \uc720\uc9c0 \uad00\ub9ac\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. Python, C++, Java \ub4f1 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba70, \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. OpenCV\uc758 \uc8fc\uc694 \uae30\ub2a5 \uc911 \uc77c\ubd80\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc77d\uae30 \ubc0f \uc4f0\uae30<\/li>\n<li>\uc774\ubbf8\uc9c0 \ud544\ud130\ub9c1 \ubc0f \ubcc0\ud658<\/li>\n<li>\uac1d\uccb4 \uac10\uc9c0 \ubc0f \ucd94\uc801<\/li>\n<li>\uc5bc\uad74 \uc778\uc2dd \ubc0f \uac10\uc815 \ubd84\uc11d<\/li>\n<li>3D \uc7ac\uad6c\uc131 \ubc0f \uc2a4\ud14c\ub808\uc624 \ube44\uc804<\/li>\n<\/ul>\n<h2>2. \uac1c\ubc1c \ud658\uacbd \uc124\uc815 \uac1c\uc694<\/h2>\n<p>OpenCV \uac1c\ubc1c\uc744 \uc704\ud574\uc11c\ub294 \uc6b0\uc120\uc801\uc73c\ub85c Python \ud658\uacbd\uc744 \uc138\ud305\ud574\uc57c \ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \ubc84\uc804\uc758 Python\uc744 \uc124\uce58\ud55c \ud6c4, \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac(OpenCV \ud3ec\ud568)\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \ubcf8 \ubb38\uc11c\uc5d0\uc11c\ub294 Visual Studio Code\uc640 PyCharm\uc774\ub77c\ub294 \ub450 \uac1c\uc758 IDE\ub97c \uc0ac\uc6a9\ud574 \uac1c\ubc1c \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<h2>3. Visual Studio Code\ub97c \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815<\/h2>\n<h3>3.1 Visual Studio Code \uc124\uce58<\/h3>\n<p>Visual Studio Code(\uc774\ud558 VSCode)\ub294 Microsoft\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubb34\ub8cc \uc18c\uc2a4\ucf54\ub4dc \ud3b8\uc9d1\uae30\uc785\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc5d0 \uc0c1\uad00\uc5c6\uc774 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \ud655\uc7a5 \uae30\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. VSCode\ub97c \uc124\uce58\ud558\ub824\uba74, \uc544\ub798\uc758 \ub2e8\uacc4\ub97c \ub530\ub77c \uc9c4\ud589\ud558\uc2ed\uc2dc\uc624.<\/p>\n<ol>\n<li><a href=\"https:\/\/code.visualstudio.com\/\" target=\"_blank\" rel=\"noopener\">VSCode \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0 \uc811\uc18d\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc6b4\uc601 \uccb4\uc81c\uc5d0 \ub9de\ub294 \uc124\uce58 \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub2e4\uc6b4\ub85c\ub4dc\ud55c \ud30c\uc77c\uc744 \uc2e4\ud589\ud558\uc5ec \uc124\uce58\ub97c \uc644\ub8cc\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>3.2 Python\uacfc OpenCV \uc124\uce58<\/h3>\n<p>VSCode\uac00 \uc124\uce58\ub41c \ud6c4, Python\uacfc OpenCV \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798\uc758 \ub2e8\uacc4\ub97c \ub530\ub77c\uc11c \uc9c4\ud589\ud569\ub2c8\ub2e4:<\/p>\n<ol>\n<li>Python\uc774 \uc124\uce58\ub418\uc5b4 \uc788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4. \ud130\ubbf8\ub110\uc744 \uc5f4\uace0 \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud558\uc5ec \uc124\uce58 \uc5ec\ubd80\ub97c \ud655\uc778\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>python --version<\/code><\/pre>\n<li><a href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\" rel=\"noopener\">Python \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0 \uc811\uc18d\ud558\uc5ec Python\uc744 \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<li>VSCode\uc5d0\uc11c \ud130\ubbf8\ub110\uc744 \uc5f4\uace0, \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud558\uc5ec OpenCV\ub97c \uc124\uce58\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>pip install opencv-python<\/code><\/pre>\n<\/ol>\n<h3>3.3 VSCode\uc5d0\uc11c OpenCV \ud504\ub85c\uc81d\ud2b8 \uc2dc\uc791\ud558\uae30<\/h3>\n<p>\uc774\uc81c OpenCV \ud504\ub85c\uc81d\ud2b8\ub97c \uc2dc\uc791\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 Python \ud30c\uc77c\uc744 \uc0dd\uc131\ud558\uace0 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc791\uc131\ud574 \ubcf4\uc138\uc694:<\/p>\n<pre><code>import cv2\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image.jpg')\n\n# \uc774\ubbf8\uc9c0 \ud45c\uc2dc\ncv2.imshow('Image', image)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc\ub294 &#8216;image.jpg&#8217;\ub77c\ub294 \uc774\ubbf8\uc9c0\ub97c \uc77d\uc5b4\uc640\uc11c \ud45c\uc2dc\ud569\ub2c8\ub2e4. \ud30c\uc77c \uacbd\ub85c\uc5d0 \uc774\ubbf8\uc9c0 \ud30c\uc77c\uc774 \uc788\ub294\uc9c0 \ud655\uc778\ud574 \uc8fc\uc138\uc694.<\/p>\n<h2>4. PyCharm\uc744 \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815<\/h2>\n<h3>4.1 PyCharm \uc124\uce58<\/h3>\n<p>PyCharm\uc740 JetBrains\uc5d0\uc11c \uac1c\ubc1c\ud55c Python \uc804\uc6a9 IDE\ub85c, \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. PyCharm\uc744 \uc124\uce58\ud558\ub824\uba74 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ud074\ub9ad\ud558\uc2ed\uc2dc\uc624:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.jetbrains.com\/pycharm\/download\/\" target=\"_blank\" rel=\"noopener\">PyCharm \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0 \uc811\uc18d\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc6b4\uc601 \uccb4\uc81c\uc5d0 \ub9de\ub294 \uc124\uce58 \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc124\uce58\uac00 \uc644\ub8cc\ub418\uba74 PyCharm\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>4.2 Python\uacfc OpenCV \uc124\uce58<\/h3>\n<p>PyCharm\uc5d0\uc11c OpenCV\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 Python \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798 \ub2e8\uacc4\ub97c \ub530\ub77c \uc9c4\ud589\ud569\ub2c8\ub2e4:<\/p>\n<ol>\n<li>PyCharm\uc5d0\uc11c \uc0c8 \ud504\ub85c\uc81d\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc0c1\ub2e8 \uba54\ub274\uc5d0\uc11c <strong>File<\/strong> &gt; <strong>Settings<\/strong>\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc67c\ucabd \uba54\ub274\uc5d0\uc11c <strong>Project: [Your Project Name]<\/strong>\ub97c \uc120\ud0dd\ud55c \ud6c4 <strong>Python Interpreter<\/strong>\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc6b0\uce21\uc758 + \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uc5ec OpenCV\ub97c \uac80\uc0c9\ud558\uace0 \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>4.3 PyCharm\uc5d0\uc11c OpenCV \ud504\ub85c\uc81d\ud2b8 \uc2dc\uc791\ud558\uae30<\/h3>\n<p>\uc774\uc81c PyCharm\uc5d0\uc11c OpenCV \ud504\ub85c\uc81d\ud2b8\ub97c \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0c8 Python \ud30c\uc77c\uc744 \uc0dd\uc131\ud55c \ud6c4 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc785\ub825\ud558\uc2ed\uc2dc\uc624:<\/p>\n<pre><code>import cv2\n\n# \ube44\ub514\uc624 \ucea1\ucc98 \uac1d\uccb4 \uc0dd\uc131\ncap = cv2.VideoCapture(0)\n\nwhile True:\n    ret, frame = cap.read()\n    cv2.imshow('Video', frame)\n\n    if cv2.waitKey(1) &amp; 0xFF == ord('q'):\n        break\n\n# \ud574\uc81c\ncap.release()\ncv2.destroyAllWindows()<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc\ub294 \ucef4\ud4e8\ud130\uc758 \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \ube44\ub514\uc624\ub97c \uc2a4\ud2b8\ub9ac\ubc0d\ud569\ub2c8\ub2e4. &#8216;q&#8217; \ud0a4\ub97c \ub204\ub974\uba74 \ud504\ub85c\uadf8\ub7a8\uc774 \uc885\ub8cc\ub429\ub2c8\ub2e4.<\/p>\n<h2>5. \uc5ec\ub7ec \uac00\uc9c0 \uc608\uc81c \ucf54\ub4dc<\/h2>\n<h3>5.1 \uc774\ubbf8\uc9c0 \ud544\ud130\ub9c1<\/h3>\n<p>\uc544\ub798 \ucf54\ub4dc\ub294 \uc774\ubbf8\uc9c0\ub97c \ube14\ub7ec \ucc98\ub9ac\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n<pre><code>import cv2\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image.jpg')\n\n# \ube14\ub7ec \ucc98\ub9ac\nblurred = cv2.GaussianBlur(image, (15, 15), 0)\n\n# \uacb0\uacfc \ud45c\uc2dc\ncv2.imshow('Blurred Image', blurred)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h3>5.2 \uc5d0\uc9c0 \uac80\ucd9c<\/h3>\n<p>\ub2e4\uc74c \ucf54\ub4dc\ub294 Canny \uc5d0\uc9c0 \uac80\ucd9c \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n<pre><code>import cv2\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image.jpg')\n\n# \ud68c\uc0c9\uc870 \ubcc0\ud658\ngray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n\n# Canny \uc5d0\uc9c0 \uac80\ucd9c\nedges = cv2.Canny(gray, 100, 200)\n\n# \uacb0\uacfc \ud45c\uc2dc\ncv2.imshow('Edges', edges)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h3>5.3 \uc5bc\uad74 \uc778\uc2dd<\/h3>\n<p>OpenCV\uc758 Haar Cascade\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5bc\uad74 \uc778\uc2dd\ud558\ub294 \uc608\uc81c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>import cv2\n\n# \uc5bc\uad74 \ud0d0\uc9c0\uae30 \ub85c\ub4dc\nface_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image.jpg')\n\n# \ud68c\uc0c9\uc870 \ubcc0\ud658\ngray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n\n# \uc5bc\uad74 \ud0d0\uc9c0\nfaces = face_cascade.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=5)\n\n# \ud0d0\uc9c0\ub41c \uc5bc\uad74\uc5d0 \uc0ac\uac01\ud615 \uadf8\ub9ac\uae30\nfor (x, y, w, h) in faces:\n    cv2.rectangle(image, (x, y), (x+w, y+h), (255, 0, 0), 2)\n\n# \uacb0\uacfc \ud45c\uc2dc\ncv2.imshow('Faces', image)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h2>6. \uacb0\ub860<\/h2>\n<p>\uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc774\uc6a9\ud55c \uac1c\ubc1c \ud658\uacbd \uc124\uc815 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. Visual Studio Code\uc640 PyCharm\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 IDE\ub97c \uc0ac\uc6a9\ud558\uc5ec Python \ud658\uacbd\uc744 \uc124\uc815\ud558\uace0, \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ucc98\ub9ac \uad00\ub828 \uc608\uc81c \ucf54\ub4dc\ub97c \uc791\uc131\ud574 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. OpenCV\ub294 \ub9e4\uc6b0 \uac15\ub825\ud55c \ub3c4\uad6c\uc774\ubbc0\ub85c \ub2e4\uc591\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \ud65c\uc6a9\ud574 \ubcf4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc774 OpenCV\ub97c \uc0ac\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4. \uad81\uae08\ud55c \uc810\uc774\ub098 \ucd94\uac00\uc801\uc778 \uc9c8\ubb38\uc774 \uc788\uc73c\uc2dc\uba74 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc138\uc694!<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenCV(Open Source Computer Vision Library)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\uba70, \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ud504\ub85c\uc138\uc2f1 \uc54c\uace0\ub9ac\uc998\uacfc \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc774\uc6a9\ud55c \uac1c\ubc1c \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ubaa9\ucc28 OpenCV \uc18c\uac1c \uac1c\ubc1c \ud658\uacbd \uc124\uc815 \uac1c\uc694 Visual Studio Code\ub97c \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815 PyCharm\uc744 \uc774\uc6a9\ud55c \ud658\uacbd \uc124\uc815 \uc5ec\ub7ec \uac00\uc9c0 \uc608\uc81c \ucf54\ub4dc &hellip; <a href=\"https:\/\/atmokpo.com\/w\/38788\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;OpenCV \uac15\uc88c, \uac1c\ubc1c \ud658\uacbd \uc124\uc815 (Visual Studio Code, PyCharm \ub4f1)&#8221;<\/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-38788","post","type-post","status-publish","format-standard","hentry","category-opencv"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - 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