{"id":38903,"date":"2024-11-02T01:39:56","date_gmt":"2024-11-02T01:39:56","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38903"},"modified":"2024-11-26T06:43:00","modified_gmt":"2024-11-26T06:43:00","slug":"yolo-%eb%aa%a8%eb%8d%b8%ec%9d%98-%eb%8b%a4%ec%96%91%ed%95%9c-%ec%9d%91%ec%9a%a9-%eb%b9%84%eb%94%94%ec%98%a4-%eb%b6%84%ec%84%9d%ec%9d%84-%ec%9c%84%ed%95%9c-yolo-%ed%99%9c%ec%9a%a9-%eb%8f%99%ec%9e%91","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38903\/","title":{"rendered":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9  \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0"},"content":{"rendered":"<div class=\"post\">\n<p>YOLO(You Only Look Once)\ub294 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac10\uc9c0 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uac1d\uccb4\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ubc29\ubc95, \ub3d9\uc791 \uac80\ucd9c \ubc0f \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>YOLO \ubaa8\ub378 \uac1c\uc694<\/h2>\n<p>YOLO\ub294 \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c grid\ub85c \ub098\ub204\uace0 \uac01 grid \uc140\uc5d0\uc11c \uac1d\uccb4\ub97c \uc608\uce21\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\ubcf4\ub2e4 \ube60\ub978 \uc18d\ub3c4\uc640 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc790\ub791\ud569\ub2c8\ub2e4. YOLO\ub294 \ub2e4\uc591\ud55c \ubc84\uc804(\uc608: YOLOv1, YOLOv2, YOLOv3, YOLOv4, YOLOv5 \ub4f1)\uc774 \uc788\uc73c\uba70, \uac01 \ubc84\uc804\uc740 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud55c \uc5ec\ub7ec \ucd5c\uc801\ud654\ub97c \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9<\/h2>\n<p>\ube44\ub514\uc624 \ubd84\uc11d\uc740 \ud604\ub300 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \uc911\uc694\ud55c \ubd84\uc57c\ub85c, \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. YOLO\ub294 \uc774\ub7ec\ud55c \ube44\ub514\uc624 \ubd84\uc11d\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. YOLO\ub97c \uc0ac\uc6a9\ud55c \ube44\ub514\uc624 \ubd84\uc11d\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \ub3d9\uc791 \uac80\ucd9c(Motion Detection)\uacfc \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0(Anomaly Detection).<\/p>\n<h3>1. \ub3d9\uc791 \uac80\ucd9c<\/h3>\n<p>\ub3d9\uc791 \uac80\ucd9c\uc740 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc5d0\uc11c \ud2b9\uc815 \uac1c\uccb4\uac00 \uc6c0\uc9c1\uc784\uc744 \ubcf4\uc774\ub294\uc9c0\ub97c \ud655\uc778\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ubcf4\uc548 \uc2dc\uc2a4\ud15c, \uad50\ud1b5 \uac10\uc2dc, \uc2a4\ud3ec\uce20 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h4>\ub3d9\uc791 \uac80\ucd9c\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \uc608\uc81c<\/h4>\n<p>\ub2e4\uc74c\uc740 YOLO\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6f9\ucea0 \uc785\ub825\uc5d0\uc11c \ub3d9\uc791\uc744 \uac80\ucd9c\ud558\ub294 \uac04\ub2e8\ud55c \ud30c\uc774\uc36c \ucf54\ub4dc \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n<pre><code class=\"language-python\">\nimport cv2\nimport numpy as np\n\n# YOLO \ubaa8\ub378 \ub85c\ub4dc\nnet = cv2.dnn.readNet('yolov3.weights', 'yolov3.cfg')\nlayer_names = net.getLayerNames()\noutput_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]\n\n# \uc0c9\uc0c1 \uc815\uc758\ncolors = np.random.uniform(0, 255, size=(len(classes), 3))\n\n# \ube44\ub514\uc624 \ucea1\ucc98\ncap = cv2.VideoCapture(0)\n\nwhile True:\n    ret, frame = cap.read()\n    height, width, channels = frame.shape\n\n    # \uc774\ubbf8\uc9c0 \uc804\ucc98\ub9ac\n    blob = cv2.dnn.blobFromImage(frame, 0.00392, (416, 416), (0, 0, 0), True, crop=False)\n    net.setInput(blob)\n    outs = net.forward(output_layers)\n\n    # \uc815\ubcf4 \ucd08\uae30\ud654\n    class_ids = []\n    confidences = []\n    boxes = []\n\n    # \ud0d0\uc9c0\ub41c \uac1d\uccb4 \uc815\ubcf4 \uc218\uc9d1\n    for out in outs:\n        for detection in out:\n            scores = detection[5:]\n            class_id = np.argmax(scores)\n            confidence = scores[class_id]\n            if confidence &gt; 0.5:\n                center_x = int(detection[0] * width)\n                center_y = int(detection[1] * height)\n                w = int(detection[2] * width)\n                h = int(detection[3] * height)\n\n                # \ubc15\uc2a4 \uc88c\ud45c\n                x = int(center_x - w \/ 2)\n                y = int(center_y - h \/ 2)\n\n                boxes.append([x, y, w, h])\n                confidences.append(float(confidence))\n                class_ids.append(class_id)\n\n    # \ube44\ucd5c\ub300 \uc5b5\uc81c\n    indexes = cv2.dnn.NMSBoxes(boxes, confidences, 0.5, 0.4)\n\n    # \uacb0\uacfc \ud45c\uc2dc\n    for i in range(len(boxes)):\n        if i in indexes:\n            x, y, w, h = boxes[i]\n            label = str(classes[class_ids[i]])\n            color = colors[class_ids[i]]\n            cv2.rectangle(frame, (x, y), (x + w, y + h), color, 2)\n            cv2.putText(frame, label, (x, y + 30), cv2.FONT_HERSHEY_PLAIN, 3, color, 3)\n\n    cv2.imshow(\"Image\", frame)\n    key = cv2.waitKey(1)\n    if key == 27:  # 'ESC' \ud0a4\ub85c \uc885\ub8cc\n        break\n\ncap.release()\ncv2.destroyAllWindows()\n<\/code><\/pre>\n<p>\uc774 \ucf54\ub4dc\ub294 \uc6f9\ucea0\uc5d0\uc11c \ube44\ub514\uc624 \ud504\ub808\uc784\uc744 \ucea1\ucc98\ud558\uace0, YOLO\ub97c \ud1b5\ud574 \uac1d\uccb4 \uac10\uc9c0\ub97c \uc218\ud589\ud558\uc5ec \ub3d9\uc791\uc744 \uac80\ucd9c\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 ESC \ud0a4\ub97c \ub20c\ub7ec \ud504\ub85c\uadf8\ub7a8\uc744 \uc885\ub8cc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2. \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0<\/h3>\n<p>\uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\ub294 \uc815\ud574\uc9c4 \uaddc\uce59\uc774\ub098 \ud328\ud134\uc5d0\uc11c \ubc97\uc5b4\ub098\ub294 \ud589\ub3d9\uc744 \uc2dd\ubcc4\ud558\ub294\ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub294 \ubcf4\uc548, \uc758\ub8cc, \uad50\ud1b5 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud569\ub2c8\ub2e4. YOLO\ub294 \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc5d0\uc11c \uac1d\uccb4\ub97c \uac10\uc9c0\ud55c \ud6c4, \uc774 \uac1d\uccb4\uc758 \ud589\ub3d9\uc744 \ubd84\uc11d\ud558\uc5ec \uc774\uc0c1 \ud589\ub3d9\uc744 \ud0d0\uc9c0\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h4>\uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\ub97c \uc704\ud55c YOLO \ud65c\uc6a9 \uc608\uc81c<\/h4>\n<p>\uc544\ub798\uc758 \ucf54\ub4dc\ub294 YOLO\ub97c \uc0ac\uc6a9\ud558\uc5ec \ube44\ub514\uc624\uc5d0\uc11c \uc774\uc0c1 \ud589\ub3d9\uc744 \ud0d0\uc9c0\ud558\ub294 \uc608\uc81c \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n<pre><code class=\"language-python\">\nimport cv2\nimport numpy as np\n\n# YOLO \ubaa8\ub378 \ub85c\ub4dc\nnet = cv2.dnn.readNet('yolov3.weights', 'yolov3.cfg')\nlayer_names = net.getLayerNames()\noutput_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]\n\n# \ube44\ub514\uc624 \ucea1\ucc98\ncap = cv2.VideoCapture('test_video.mp4')\n\nwhile True:\n    ret, frame = cap.read()\n    height, width, channels = frame.shape\n        \n    # \uc774\ubbf8\uc9c0 \uc804\ucc98\ub9ac\n    blob = cv2.dnn.blobFromImage(frame, 0.00392, (416, 416), (0, 0, 0), True, crop=False)\n    net.setInput(blob)\n    outs = net.forward(output_layers)\n\n    # \ud0d0\uc9c0\ub41c \uac1d\uccb4 \uc815\ubcf4 \uc218\uc9d1\n    class_ids = []\n    confidences = []\n    boxes = []\n\n    for out in outs:\n        for detection in out:\n            scores = detection[5:]\n            class_id = np.argmax(scores)\n            confidence = scores[class_id]\n            if confidence &gt; 0.5:\n                center_x = int(detection[0] * width)\n                center_y = int(detection[1] * height)\n                w = int(detection[2] * width)\n                h = int(detection[3] * height)\n\n                x = int(center_x - w \/ 2)\n                y = int(center_y - h \/ 2)\n\n                boxes.append([x, y, w, h])\n                confidences.append(float(confidence))\n                class_ids.append(class_id)\n\n    indexes = cv2.dnn.NMSBoxes(boxes, confidences, 0.5, 0.4)\n\n    # \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0 \ub85c\uc9c1\n    for i in range(len(boxes)):\n        if i in indexes:\n            # \uc774\uc0c1 \ud589\ub3d9 \uc870\uac74\uc744 \uc815\uc758\n            if class_ids[i] == 'person':  # \uc608\ub97c \ub4e4\uc5b4 \uc0ac\ub78c\uc774\ub77c\uace0 \uac00\uc815\n                # \ucd94\uac00 \ud589\ub3d9 \ub85c\uc9c1\uc744 \uad6c\ud604\n                # x, y, w, h \ubcc0\uc218\ub97c \ud1b5\ud574 \ud589\uc704\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc74c\n                x, y, w, h = boxes[i]\n                label = str(classes[class_ids[i]])\n                color = (0, 255, 0)  # \ub179\uc0c9\uc73c\ub85c \ud45c\uc2dc\n                cv2.rectangle(frame, (x, y), (x + w, y + h), color, 2)\n                cv2.putText(frame, \"Anomaly detected!\", (x, y + 30), cv2.FONT_HERSHEY_PLAIN, 1, color, 2)\n\n    cv2.imshow(\"Image\", frame)\n    key = cv2.waitKey(1)\n    if key == 27:  # 'ESC' \ud0a4\ub85c \uc885\ub8cc\n        break\n\ncap.release()\ncv2.destroyAllWindows()\n<\/code><\/pre>\n<p>\uc774 \ucf54\ub4dc\ub294 \ube44\ub514\uc624 \ud30c\uc77c\uc5d0\uc11c \uac1d\uccb4\ub97c \uac10\uc9c0\ud558\uace0, \ud2b9\uc815 \uc870\uac74\uc744 \ub9cc\uc871\ud558\ub294 \uacbd\uc6b0 \uc774\uc0c1 \ud589\ub3d9\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ud544\uc694\uc5d0 \ub530\ub77c \uc774\uc0c1 \ud589\ub3d9\uc758 \uc870\uac74\uc744 \uad6c\uccb4\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>YOLO \ubaa8\ub378\uc740 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\ub77c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ube44\ub514\uc624 \ubd84\uc11d \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04\uc73c\ub85c \uac1d\uccb4\ub97c \uac10\uc9c0\ud558\uace0, \uadf8\ub4e4\uc758 \ud589\ub3d9\uc744 \ubd84\uc11d\ud558\uc5ec \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c \uc18c\uac1c\ud55c \uc608\uc81c \ucf54\ub4dc\ub97c \uae30\ubc18\uc73c\ub85c, \uc5ec\ub7ec\ubd84\uc758 \ube44\ub514\uc624 \ubd84\uc11d \ud504\ub85c\uc81d\ud2b8\uc5d0 YOLO\ub97c \ud65c\uc6a9\ud558\uc5ec \ub3d9\uc791 \uac80\ucd9c \ubc0f \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\ub97c \uad6c\ud604\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc678\uc5d0\ub3c4 YOLO\ub294 \uc758\ub8cc \uc774\ubbf8\uc9d5, \uc790\uc728\uc8fc\ud589\ucc28, \ub85c\ubd07 \ube44\uc804 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc751\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 YOLO\uc758 \ubc1c\uc804\uacfc \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uac00 \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>YOLO(You Only Look Once)\ub294 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac10\uc9c0 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uac1d\uccb4\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ubc29\ubc95, \ub3d9\uc791 \uac80\ucd9c \ubc0f \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. YOLO \ubaa8\ub378 \uac1c\uc694 YOLO\ub294 \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c grid\ub85c \ub098\ub204\uace0 \uac01 grid \uc140\uc5d0\uc11c \uac1d\uccb4\ub97c &hellip; <a href=\"https:\/\/atmokpo.com\/w\/38903\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9  \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0&#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":[189],"tags":[],"class_list":["post-38903","post","type-post","status-publish","format-standard","hentry","category-yolo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \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\/38903\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"YOLO(You Only Look Once)\ub294 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac10\uc9c0 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uac1d\uccb4\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ubc29\ubc95, \ub3d9\uc791 \uac80\ucd9c \ubc0f \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. YOLO \ubaa8\ub378 \uac1c\uc694 YOLO\ub294 \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c grid\ub85c \ub098\ub204\uace0 \uac01 grid \uc140\uc5d0\uc11c \uac1d\uccb4\ub97c &hellip; \ub354 \ubcf4\uae30 &quot;YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/38903\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T01:39:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:43:00+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=\"2\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0\",\"datePublished\":\"2024-11-02T01:39:56+00:00\",\"dateModified\":\"2024-11-26T06:43:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/\"},\"wordCount\":37,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"YOLO\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/\",\"url\":\"https:\/\/atmokpo.com\/w\/38903\/\",\"name\":\"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-11-02T01:39:56+00:00\",\"dateModified\":\"2024-11-26T06:43:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/38903\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/38903\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/38903\/","og_locale":"ko_KR","og_type":"article","og_title":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"YOLO(You Only Look Once)\ub294 \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac10\uc9c0 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uc774\ubbf8\uc9c0\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uac1d\uccb4\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uace0 \uc704\uce58\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ubc29\ubc95, \ub3d9\uc791 \uac80\ucd9c \ubc0f \uc774\uc0c1 \ud589\ub3d9 \ud0d0\uc9c0\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. YOLO \ubaa8\ub378 \uac1c\uc694 YOLO\ub294 \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c grid\ub85c \ub098\ub204\uace0 \uac01 grid \uc140\uc5d0\uc11c \uac1d\uccb4\ub97c &hellip; \ub354 \ubcf4\uae30 \"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0\"","og_url":"https:\/\/atmokpo.com\/w\/38903\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-11-02T01:39:56+00:00","article_modified_time":"2024-11-26T06:43:00+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"2\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/38903\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/38903\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0","datePublished":"2024-11-02T01:39:56+00:00","dateModified":"2024-11-26T06:43:00+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/38903\/"},"wordCount":37,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["YOLO"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/38903\/","url":"https:\/\/atmokpo.com\/w\/38903\/","name":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-11-02T01:39:56+00:00","dateModified":"2024-11-26T06:43:00+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/38903\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/38903\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/38903\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"YOLO \ubaa8\ub378\uc758 \ub2e4\uc591\ud55c \uc751\uc6a9, \ube44\ub514\uc624 \ubd84\uc11d\uc744 \uc704\ud55c YOLO \ud65c\uc6a9 \ub3d9\uc791 \uac80\ucd9c\uacfc \uc774\uc0c1\ud589\ub3d9 \ud0d0\uc9c0"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":38915,"url":"https:\/\/atmokpo.com\/w\/38915\/","url_meta":{"origin":38903,"position":0},"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? YOLO\ub294 \uac1d\uccb4 \uac80\ucd9c\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc2e0\uacbd\ub9dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uac1d\uccb4\ub97c\u2026","rel":"","context":"&quot;YOLO&quot;\uc5d0\uc11c","block_context":{"text":"YOLO","link":"https:\/\/atmokpo.com\/w\/category\/yolo\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38887,"url":"https:\/\/atmokpo.com\/w\/38887\/","url_meta":{"origin":38903,"position":1},"title":"YOLO\uc758 \ub2e4\uc591\ud55c \ubc84\uc804 \uc774\ud574\ud558\uae30, YOLOv7, YOLOv8\uacfc \uac19\uc740 \ucd5c\uc2e0 \ubc84\uc804\uc758 \uc131\ub2a5 \uac1c\uc120 \uc0ac\ud56d","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c 1. YOLO\ub780 \ubb34\uc5c7\uc778\uac00? YOLO(You Only Look Once)\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac1d\uccb4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud0d0\uc9c0\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \ub2e8\uc77c \uc2e0\uacbd\ub9dd\uc744 \ud1b5\ud574 \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c \ud1b5\uacfc\uc2dc\ud0a4\uba70 \ud574\ub2f9 \uc774\ubbf8\uc9c0 \ub0b4\uc758 \uc5ec\ub7ec \uac1d\uccb4\ub97c \ub3d9\uc2dc\uc5d0 \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 YOLO\ub294 \uc804\ud1b5\uc801\uc778 \uac1d\uccb4 \ud0d0\uc9c0 \uae30\ubc95\ub4e4\ubcf4\ub2e4 \ube60\ub974\uace0 \ud6a8\uacfc\uc801\uc778 \uc131\ub2a5\uc744 \ubcf4\uc774\uac8c \ub429\ub2c8\ub2e4. YOLO\ub294 \ucc98\uc74c \ubc1c\ud45c\ub41c \uc774\ud6c4\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c\u2026","rel":"","context":"&quot;YOLO&quot;\uc5d0\uc11c","block_context":{"text":"YOLO","link":"https:\/\/atmokpo.com\/w\/category\/yolo\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38784,"url":"https:\/\/atmokpo.com\/w\/38784\/","url_meta":{"origin":38903,"position":2},"title":"OpenCV \uac15\uc88c, KLT Tracker\ub85c \uac1d\uccb4 \ucd94\uc801\ud558\uae30","author":"root","date":"2024\ub144 11\uc6d4 02\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \ub0a0\uc9dc: 2024\ub144 11\uc6d4 26\uc77c 1. \uc11c\ub860 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uac1d\uccb4 \ucd94\uc801\uc740 \ub9ce\uc740 \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 OpenCV\ub97c \uc774\uc6a9\ud558\uc5ec KLT(Kanade-Lucas-Tomasi) Tracker\ub85c \uac1d\uccb4\ub97c \ucd94\uc801\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud558\uc5ec \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. KLT \ud2b8\ub798\ucee4\ub294 \ud2b9\uc9d5 \uc810 \ud328\ud134\uc744 \uae30\ubc18\uc73c\ub85c\ud558\uc5ec, \uc601\uc0c1\uc5d0\uc11c \uc6c0\uc9c1\uc774\ub294 \uac1d\uccb4\ub97c \ucd94\uc801\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. 2. KLT Tracker \uae30\ubcf8\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":38903,"position":3},"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":24816,"url":"https:\/\/atmokpo.com\/w\/24816\/","url_meta":{"origin":38903,"position":4},"title":"\uc720\ub2c8\ud2f0 \uae30\ucd08 \uac15\uc88c: \uc5d0\uc14b \ub0b4\uc758 \ud30c\uc77c \uc885\ub958","author":"root","date":"2024\ub144 10\uc6d4 26\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c 1. \uc720\ub2c8\ud2f0\ub780? \uc720\ub2c8\ud2f0(Unity)\ub294 \uac8c\uc784 \uac1c\ubc1c \ud50c\ub7ab\ud3fc\uc73c\ub85c, 2D \ubc0f 3D \uac8c\uc784\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc81c\uc791\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc720\ub2c8\ud2f0\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uac8c\uc784 \uac1c\ubc1c\uc790\ub4e4\uc774 \ud6a8\uc728\uc801\uc73c\ub85c \uc791\uc5c5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\uba70, \ub2e4\uc218\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc2e4\ud589 \uac00\ub2a5\ud55c \uac8c\uc784\uc744 \ub9cc\ub4e4 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc720\ub2c8\ud2f0\uc758 \ud575\uc2ec \uac1c\ub150 \uc911 \ud558\ub098\ub294 '\uc5d0\uc14b(Asset)'\uc785\ub2c8\ub2e4. \uc5d0\uc14b\uc740 \uc720\ub2c8\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294\u2026","rel":"","context":"&quot;\uc720\ub2c8\ud2f0\uae30\ucd08&quot;\uc5d0\uc11c","block_context":{"text":"\uc720\ub2c8\ud2f0\uae30\ucd08","link":"https:\/\/atmokpo.com\/w\/category\/%ec%9c%a0%eb%8b%88%ed%8b%b0%ea%b8%b0%ec%b4%88\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38732,"url":"https:\/\/atmokpo.com\/w\/38732\/","url_meta":{"origin":38903,"position":5},"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":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38903","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=38903"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38903\/revisions"}],"predecessor-version":[{"id":38904,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38903\/revisions\/38904"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=38903"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=38903"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=38903"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}