{"id":38748,"date":"2024-11-02T00:56:47","date_gmt":"2024-11-02T00:56:47","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38748"},"modified":"2024-11-26T06:43:27","modified_gmt":"2024-11-26T06:43:27","slug":"opencv-%ea%b0%95%ec%a2%8c-%eb%b0%b0%ea%b2%bd-%ec%a0%9c%ea%b1%b0-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98-%ec%9d%b4%ed%95%b4-%eb%b0%8f-mask-%ec%a0%81%ec%9a%a9","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38748\/","title":{"rendered":"OpenCV \uac15\uc88c, \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998 \uc774\ud574 \ubc0f Mask \uc801\uc6a9"},"content":{"rendered":"<p>OpenCV(Open Source Computer Vision Library)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998\uc744 \uc774\ud574\ud558\uace0, \ub9c8\uc2a4\ud06c\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ubc30\uacbd \uc81c\uac70\ub294 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc911\uc694\ud55c \uae30\uc220\ub85c, \ud2b9\ud788 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9ac\ubc0d, \uc0ac\uc9c4 \ud3b8\uc9d1, \uac1d\uccb4 \uc778\uc2dd \ub4f1\uc5d0\uc11c \ub9ce\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h2>\ubc30\uacbd \uc81c\uac70\ub780?<\/h2>\n<p>\ubc30\uacbd \uc81c\uac70\ub780 \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uc8fc\uc694 \uac1d\uccb4\ub97c \ubd84\ub9ac\ud558\uc5ec \ubc30\uacbd\uc744 \uc81c\uac70\ud558\ub294 \uacfc\uc815\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc5ec\ub7ec \uac00\uc9c0 \ubc29\ubc95\uc73c\ub85c \uad6c\ud604\ub420 \uc218 \uc788\uc73c\uba70, \ub300\ud45c\uc801\uc778 \ubc29\ubc95\uc5d0\ub294 \uc0c9\uc0c1 \uae30\ubc18 \ubc29\ubc95, \ud14d\uc2a4\ucc98 \uae30\ubc18 \ubc29\ubc95, \ub525\ub7ec\ub2dd \uae30\ubc18 \ubc29\ubc95 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ubc30\uacbd \uc81c\uac70\uc758 \uc751\uc6a9 \ubd84\uc57c<\/h3>\n<ul>\n<li><strong>\ube44\ub514\uc624 \uc2a4\ud2b8\ub9ac\ubc0d:<\/strong> \uc0ac\ub78c\uc774\ub098 \uace0\uc591\uc774\uc640 \uac19\uc740 \uc8fc\uc694 \uac1d\uccb4\ub97c \ubc30\uacbd\uc5d0\uc11c \ubd84\ub9ac\ud558\uc5ec \ud654\uc0c1 \ud68c\uc758\uc5d0\uc11c \uac00\uc0c1 \ubc30\uacbd\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0ac\uc9c4 \ud3b8\uc9d1:<\/strong> \uc0ac\uc9c4\uc5d0\uc11c \uc8fc \ud53c\uc0ac\uccb4\ub97c \uc27d\uac8c \ubd84\ub9ac\ud558\uc5ec \ubc30\uacbd\uc744 \ubc14\uafb8\uac70\ub098 \uc81c\uac70\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\uac1d\uccb4 \uc778\uc2dd:<\/strong> \ud2b9\uc815 \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud558\uace0 \ucd94\uc801\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc758 \uc77c\ubd80\ub85c \ubc30\uacbd \uc81c\uac70\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>OpenCV\ub97c \uc774\uc6a9\ud55c \ub2e8\uc21c \ubc30\uacbd \uc81c\uac70 \ubc29\ubc95<\/h2>\n<p>OpenCV\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \ubc30\uacbd \uc81c\uac70\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uc139\uc158\uc5d0\uc11c\ub294 \uceec\ub7ec \uae30\ubc18\uc73c\ub85c \ubc30\uacbd\uc744 \uc81c\uac70\ud558\ub294 \uac04\ub2e8\ud55c \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ud2b9\uc815 \uc0c9\uc0c1\uc744 \uac10\uc9c0\ud558\uc5ec \ud574\ub2f9 \uc0c9\uc0c1 \ubd80\ubd84\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h3>\n<pre><code>pip install opencv-python numpy<\/code><\/pre>\n<h3>\uc608\uc81c \ucf54\ub4dc: \uceec\ub7ec \uae30\ubc18 \ubc30\uacbd \uc81c\uac70<\/h3>\n<p>\uc544\ub798 \ucf54\ub4dc\ub294 OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc0c9\uc0c1\uc744 \uc81c\uac70\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774 \uc608\uc81c\uc5d0\uc11c\ub294 \ud30c\ub780\uc0c9 \ubc30\uacbd\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/p>\n<pre><code>import cv2\nimport numpy as np\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image_with_blue_background.jpg')\n\n# \uc774\ubbf8\uc9c0\ub97c HSV \uc0c9\uc0c1 \uacf5\uac04\uc73c\ub85c \ubcc0\ud658\nhsv = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)\n\n# \ud30c\ub780\uc0c9 \ubc94\uc704 \uc815\uc758 (Hue, Saturation, Value)\nlower_blue = np.array([100, 150, 0])\nupper_blue = np.array([140, 255, 255])\n\n# \ub9c8\uc2a4\ud06c \uc0dd\uc131\nmask = cv2.inRange(hsv, lower_blue, upper_blue)\n\n# \ub9c8\uc2a4\ud06c\ub97c \uc774\ubbf8\uc9c0\uc5d0 \uc801\uc6a9\nresult = cv2.bitwise_and(image, image, mask=~mask)\n\n# \uacb0\uacfc \ubcf4\uc5ec\uc8fc\uae30\ncv2.imshow('Original Image', image)\ncv2.imshow('Masked Image', result)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h4>\ucf54\ub4dc \uc124\uba85<\/h4>\n<ul>\n<li><strong>cv2.imread:<\/strong> \uc774\ubbf8\uc9c0\ub97c \uc77d\uc5b4\uc635\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.cvtColor:<\/strong> BGR \uc0c9\uc0c1 \uacf5\uac04\uc5d0\uc11c HSV \uc0c9\uc0c1 \uacf5\uac04\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.inRange:<\/strong> \ud2b9\uc815 \uc0c9\uc0c1 \ubc94\uc704\uc5d0 \ud574\ub2f9\ud558\ub294 \ud53d\uc140\uc744 \uac80\uc815\uc0c9\uc73c\ub85c \ubcc0\ud658\ud558\uc5ec \ub9c8\uc2a4\ud06c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.bitwise_and:<\/strong> \ub9c8\uc2a4\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ubc30\uacbd\uc774 \uc81c\uac70\ub41c \uacb0\uacfc \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ubc30\uacbd \uc81c\uac70<\/h2>\n<p>\ucd5c\uadfc\uc5d0\ub294 \ub525\ub7ec\ub2dd \uae30\ubc18 \ubc29\ubc95\uc774 \ubc30\uacbd \uc81c\uac70\uc758 \uc815\ud655\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, U-Net\uacfc \uac19\uc740 \ub124\ud2b8\uc6cc\ud06c \uad6c\uc870\ub97c \uc0ac\uc6a9\ud558\uba74 \uc774\ubbf8\uc9c0\uc758 \uc8fc\uc694 \uac1d\uccb4\uc640 \ubc30\uacbd\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 TensorFlow\uc640 OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ubc30\uacbd \uc81c\uac70\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h3>\n<pre><code>pip install tensorflow opencv-python numpy<\/code><\/pre>\n<h3>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc774\uc6a9\ud55c \ubc30\uacbd \uc81c\uac70 \uc608\uc81c \ucf54\ub4dc<\/h3>\n<p>\uc544\ub798 \ucf54\ub4dc\ub294 \uae4a\uc740 \uc2e0\uacbd\ub9dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc30\uacbd \uc81c\uac70\ub97c \uc218\ud589\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774 \ucf54\ub4dc\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c U-Net \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc30\uacbd\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/p>\n<pre><code>import cv2\nimport numpy as np\nimport tensorflow as tf\n\n# U-Net \ubaa8\ub378 \ub85c\ub4dc (\uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378)\nmodel = tf.keras.models.load_model('unet_model.h5')\n\n# \uc774\ubbf8\uc9c0\ub97c \uc77d\uace0 \uc804\ucc98\ub9ac\nimage = cv2.imread('image_to_segment.jpg')\nimage_resized = cv2.resize(image, (256, 256))\nimage_normalized = image_resized \/ 255.0\nimage_input = np.expand_dims(image_normalized, axis=0)\n\n# \ubc30\uacbd \uc81c\uac70\npred_mask = model.predict(image_input)\npred_mask_resized = cv2.resize(pred_mask[0], (image.shape[1], image.shape[0]))\npred_mask_binary = (pred_mask_resized &gt; 0.5).astype(np.uint8)\n\n# \uacb0\uacfc \uc774\ubbf8\uc9c0 \uc0dd\uc131\nresult = cv2.bitwise_and(image, image, mask=pred_mask_binary)\n\n# \uacb0\uacfc \ubcf4\uc5ec\uc8fc\uae30\ncv2.imshow('Original Image', image)\ncv2.imshow('Background Removed', result)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h4>\ucf54\ub4dc \uc124\uba85<\/h4>\n<ul>\n<li><strong>model = tf.keras.models.load_model:<\/strong> \uc0ac\uc804 \ud6c8\ub828\ub41c U-Net \ubaa8\ub378\uc744 \ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.resize:<\/strong> \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c \ubaa8\ub378\uc758 \uc785\ub825 \ud06c\uae30\uc5d0 \ub9de\ucdb0 \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>model.predict:<\/strong> \uc774\ubbf8\uc9c0\ub97c \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \uc608\uce21\ub41c \ub9c8\uc2a4\ud06c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.bitwise_and:<\/strong> \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc608\uce21\ub41c \ub9c8\uc2a4\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc30\uacbd\uc774 \uc81c\uac70\ub41c \uacb0\uacfc\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>OpenCV\uc5d0\uc11c\uc758 \ub9c8\uc2a4\ud06c \uc801\uc6a9<\/h2>\n<p>\ub9c8\uc2a4\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc601\uc5ed\ub9cc \uac15\uc870\ud558\uac70\ub098 \ubc30\uacbd\uc744 \uc81c\uac70\ud558\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ub9c8\uc2a4\ud06c\ub97c \uc801\uc6a9\ud558\ub294 \uae30\ubcf8\uc801\uc778 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \uc608\uc81c\ub294 \ub9c8\uc2a4\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc601\uc5ed\uc744 \uac15\uc870\ud558\ub294 \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc608\uc81c \ucf54\ub4dc: \ub9c8\uc2a4\ud06c\ub85c \ud2b9\uc815 \uc601\uc5ed \uac15\uc870<\/h3>\n<pre><code>import cv2\nimport numpy as np\n\n# \uc774\ubbf8\uc9c0 \uc77d\uae30\nimage = cv2.imread('image.jpg')\n\n# \ub9c8\uc2a4\ud06c \ub9cc\ub4e4\uae30 (\uc6d0\ud558\ub294 \uc601\uc5ed\uc744 \ud770\uc0c9, \ub098\uba38\uc9c0\ub294 \uac80\uc815\uc0c9\uc73c\ub85c)\nmask = np.zeros(image.shape[:2], dtype=np.uint8)\ncv2.circle(mask, (100, 100), 50, (255), -1)  # \uc911\uc2ec\uc774 (100, 100)\uc774\uace0 \ubc18\uc9c0\ub984\uc774 50\uc778 \uc6d0\n\n# \ub9c8\uc2a4\ud06c \uc801\uc6a9\nresult = cv2.bitwise_and(image, image, mask=mask)\n\n# \uacb0\uacfc \ubcf4\uc5ec\uc8fc\uae30\ncv2.imshow('Original Image', image)\ncv2.imshow('Mask Applied', result)\ncv2.waitKey(0)\ncv2.destroyAllWindows()<\/code><\/pre>\n<h4>\ucf54\ub4dc \uc124\uba85<\/h4>\n<ul>\n<li><strong>np.zeros:<\/strong> \uae30\ubcf8 \uac80\uc815\uc0c9 \ub9c8\uc2a4\ud06c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.circle:<\/strong> \ub9c8\uc2a4\ud06c\uc5d0 \ud770\uc0c9 \uc6d0\uc744 \ucd94\uac00\ud558\uc5ec \uac15\uc870\ud558\uace0\uc790 \ud558\ub294 \uc601\uc5ed\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>cv2.bitwise_and:<\/strong> \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ub9c8\uc2a4\ud06c\ub97c \uc801\uc6a9\ud558\uc5ec \uac15\uc870\ub41c \uacb0\uacfc \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uacb0\ub860<\/h2>\n<p>\uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc774\uc6a9\ud55c \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998\uacfc \ub9c8\uc2a4\ud06c \uc801\uc6a9\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uceec\ub7ec \uae30\ubc18\uc758 \ub2e8\uc21c \ubc30\uacbd \uc81c\uac70 \ubc29\ubc95\uacfc \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uace0\uae09 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub9c8\uc2a4\ud06c\ub97c \ud65c\uc6a9\ud55c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uae30\uc220\ub3c4 \uc775\ud614\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \uae30\uc220\ub4e4\uc740 \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624 \ucc98\ub9ac, \uac1d\uccb4 \uc778\uc2dd, \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c \ub2e4\uc591\ud55c OpenCV \ud65c\uc6a9\ubc95\uacfc \ub2e4\ub978 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc2e4\uc2b5\uc744 \ud1b5\ud574 \ub354\uc6b1 \ud48d\ubd80\ud55c \ucef4\ud4e8\ud130 \ube44\uc804 \uae30\uc220\uc744 \ubc30\uc6b8 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0\uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/opencv.org\/\">OpenCV \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/tensorflow.org\/\">TensorFlow \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/www.pyimagesearch.com\/\">PyImageSearch \ube14\ub85c\uadf8<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>OpenCV(Open Source Computer Vision Library)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998\uc744 \uc774\ud574\ud558\uace0, \ub9c8\uc2a4\ud06c\ub97c \uc801\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ubc30\uacbd \uc81c\uac70\ub294 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc911\uc694\ud55c \uae30\uc220\ub85c, \ud2b9\ud788 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9ac\ubc0d, \uc0ac\uc9c4 \ud3b8\uc9d1, \uac1d\uccb4 \uc778\uc2dd \ub4f1\uc5d0\uc11c \ub9ce\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubc30\uacbd \uc81c\uac70\ub780? \ubc30\uacbd \uc81c\uac70\ub780 \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uc8fc\uc694 \uac1d\uccb4\ub97c \ubd84\ub9ac\ud558\uc5ec \ubc30\uacbd\uc744 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/38748\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;OpenCV \uac15\uc88c, \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998 \uc774\ud574 \ubc0f Mask \uc801\uc6a9&#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-38748","post","type-post","status-publish","format-standard","hentry","category-opencv"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>OpenCV \uac15\uc88c, \ubc30\uacbd \uc81c\uac70 \uc54c\uace0\ub9ac\uc998 \uc774\ud574 \ubc0f Mask \uc801\uc6a9 - \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\/38748\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" 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QR \ucf54\ub4dc \uc778\uc2dd \uad6c\ud604 6. AR \ud0dc\uadf8 \uc778\uc2dd \uad6c\ud604 7. \uacb0\ub860 1. \uc11c\ub860 \ud604\ub300\uc758 \ub9ce\uc740 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c QR \ucf54\ub4dc\uc640 AR \ud0dc\uadf8\ub294 \uc815\ubcf4\ub97c \uc800\uc7a5\ud558\uace0 \uc804\ub2ec\ud558\ub294\ub370 \ud544\uc218\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\u2026","rel":"","context":"&quot;OpenCV&quot;\uc5d0\uc11c","block_context":{"text":"OpenCV","link":"https:\/\/atmokpo.com\/w\/category\/opencv\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38752,"url":"https:\/\/atmokpo.com\/w\/38752\/","url_meta":{"origin":38748,"position":2},"title":"OpenCV \uac15\uc88c, Canny Edge Detection \ud30c\ub77c\ubbf8\ud130 \uc870\uc815\ubc95","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"2023\ub144 10\uc6d4 7\uc77c \uc791\uc131\uc790: \uc870\uad11\ud615 1. Canny Edge Detection\uc774\ub780? Canny Edge Detection\uc740 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uacbd\uacc4\ub97c \uac80\ucd9c\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uc774 \uc54c\uace0\ub9ac\uc998\uc740 \uc874 \ub9e5\uce90\ubc14\ub2c8\uac00 \uac1c\ubc1c\ud558\uc600\uc73c\uba70, \ub6f0\uc5b4\ub09c \uc131\ub2a5\uacfc \uc800\ud56d\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. Canny Edge Detection\uc740 \uc774\ub7ec\ud55c \uacfc\uc815\uc744 \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ubc0f \uac1d\uccb4 \uac10\uc9c0\uc5d0 \ud544\uc218\uc801\uc778 \uacbd\uacc4\ub97c \uc815\ud655\ud558\uac8c \ud0d0\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744\u2026","rel":"","context":"&quot;OpenCV&quot;\uc5d0\uc11c","block_context":{"text":"OpenCV","link":"https:\/\/atmokpo.com\/w\/category\/opencv\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":43380,"url":"https:\/\/atmokpo.com\/w\/43380\/","url_meta":{"origin":38748,"position":3},"title":"[Electron]  018. Electron \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5 \ucd5c\uc801\ud654, \uba54\ubaa8\ub9ac \uad00\ub9ac\uc640 \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654","author":"root","date":"2024\ub144 11\uc6d4 26\uc77c","format":false,"excerpt":"Electron\uc740 \uc6f9 \uae30\uc220\uc744 \uc774\uc6a9\ud574 \ub370\uc2a4\ud06c\ud0d1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ub9ce\uc740 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc0ac\ub791\ud558\ub294 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 Electron \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub300\uccb4\ub85c \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc774 \ub9ce\uace0 \uc131\ub2a5\uc774 \uc800\ud558\ub420 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 Electron \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5 \ucd5c\uc801\ud654, \uba54\ubaa8\ub9ac \uad00\ub9ac \ubc0f \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4. 1. Electron \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5 \ubb38\uc81c \uc774\ud574\ud558\uae30 Electron \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uacaa\ub294\u2026","rel":"","context":"&quot;electron&quot;\uc5d0\uc11c","block_context":{"text":"electron","link":"https:\/\/atmokpo.com\/w\/category\/electron\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38732,"url":"https:\/\/atmokpo.com\/w\/38732\/","url_meta":{"origin":38748,"position":4},"title":"OpenCV \uac15\uc88c, \ubaa8\uc591\uc758 \uba74\uc801, \ub458\ub808 \uae38\uc774 \ub4f1 \uae30\ubcf8 \ubd84\uc11d","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"OpenCV(\uc624\ud508\uc18c\uc2a4 \ucef4\ud4e8\ud130 \ube44\uc804 \ub77c\uc774\ube0c\ub7ec\ub9ac)\ub294 \uc774\ubbf8\uc9c0\uc640 \ube44\ub514\uc624\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ubaa8\uc591\uc758 \uba74\uc801\uacfc \ub458\ub808 \uae38\uc774\ub97c \uce21\uc815\ud558\ub294 \uae30\ubcf8\uc801\uc778 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub294 Python\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0\uc11c\uc758 \uc801\uc6a9 \uac00\ub2a5\uc131\uc744 \uace0\ub824\ud558\uc600\uc2b5\ub2c8\ub2e4. 1. OpenCV \uc18c\uac1c OpenCV\ub294 2000\ub144\ub300 \ucd08\ubc18\uc5d0 \uac1c\ubc1c\ub41c \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ucef4\ud4e8\ud130 \ube44\uc804 \ubc0f \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \ud544\uc694\ud55c\u2026","rel":"","context":"&quot;OpenCV&quot;\uc5d0\uc11c","block_context":{"text":"OpenCV","link":"https:\/\/atmokpo.com\/w\/category\/opencv\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38915,"url":"https:\/\/atmokpo.com\/w\/38915\/","url_meta":{"origin":38748,"position":5},"title":"YOLO\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95, YOLO\ub97c OpenCV\uc640 \uc5f0\ub3d9\ud558\uc5ec \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc2dc\uc2a4\ud15c \ub9cc\ub4e4\uae30","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"\ubcf8 \uae00\uc5d0\uc11c\ub294 YOLO(You Only Look Once) \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. YOLO\ub294 \uace0\uc18d\uc73c\ub85c \uac1d\uccb4\ub97c \ud0d0\uc9c0\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. OpenCV\uc640 \ud568\uaed8 YOLO\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6f9\ucea0\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac1d\uccb4\ub97c \uac80\ucd9c\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4dc\ub294 \uacfc\uc815\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. YOLO\ub780? 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