\uc804\uccb4 \uc774\ubbf8\uc9c0 \ubd84\uc11d:<\/strong> \uc774\ubbf8\uc9c0\ub97c \ud55c \ubc88\uc5d0 \ubd84\uc11d\ud558\uc5ec \ucee8\ud14d\uc2a4\ud2b8\ub97c \uace0\ub824\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\nYOLO \uc124\uce58\ud558\uae30<\/h2>\n
\n YOLO\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 PyTorch\uc640 OpenCV\uc640 \uac19\uc740 \uba87 \uac00\uc9c0 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798\uc758 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \npip install torch torchvision opencv-python\n <\/code>\n <\/pre>\nYOLOv5 \ubaa8\ub378 \ub2e4\uc6b4\ub85c\ub4dc<\/h2>\n
\n YOLOv5\ub294 \ud604\uc7ac \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 YOLO \ubaa8\ub378 \uc911 \ud558\ub098\ub85c, \uae43\ud5c8\ube0c\uc5d0\uc11c \uc27d\uac8c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc758 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec YOLOv5\ub97c \ud074\ub860\ud569\ub2c8\ub2e4.\n <\/p>\n
\n \ngit clone https:\/\/github.com\/ultralytics\/yolov5.git\ncd yolov5\npip install -r requirements.txt\n <\/code>\n <\/pre>\n\uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95\ud558\uae30<\/h2>\n
\n YOLOv5\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c\uc744 \uc218\ud589\ud558\ub294 \ud30c\uc774\uc36c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uae30\ubcf8\uc801\uc778 \ucf54\ub4dc \uc608\uc2dc\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \nimport cv2\nimport torch\n\n# YOLOv5 \ubaa8\ub378 \ub85c\ub4dc\nmodel = torch.hub.load('ultralytics\/yolov5', 'yolov5s', pretrained=True)\n\n# \uc6f9\ucea0 \uc5f0\uacb0\ncap = cv2.VideoCapture(0)\n\nwhile True:\n ret, frame = cap.read()\n if not ret:\n break\n\n # \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac1d\uccb4 \uac80\ucd9c \uc218\ud589\n results = model(frame)\n \n # \uacb0\uacfc \uc2dc\uac01\ud654\n results.render()\n cv2.imshow('YOLOv5 Object Detection', frame)\n\n if cv2.waitKey(1) & 0xFF == ord('q'):\n break\n\ncap.release()\ncv2.destroyAllWindows()\n <\/code>\n <\/pre>\n\n \uc704 \ucf54\ub4dc\ub294 \uc6f9\ucea0\uc5d0\uc11c \uc218\uc9d1\ud55c \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc5d0\uc11c YOLOv5\ub97c \uc774\uc6a9\ud558\uc5ec \uac1d\uccb4\ub97c \uac80\ucd9c\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. `model.render()` \ud568\uc218\ub97c \ud638\ucd9c\ud558\uc5ec \uac80\ucd9c\ub41c \uac1d\uccb4\uac00 \uadf8\ub824\uc9c4 \uc774\ubbf8\uc9c0\ub97c \ucd9c\ub825\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c YOLO \ud65c\uc6a9\ud558\uae30<\/h2>\n
\n YOLO\uc758 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc0ac\uc6a9\ub420 \uc218 \uc788\ub294 \uacbd\ub7c9 \ubaa8\ub378\uc774 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. YOLOv5\uc758 \uacbd\uc6b0, `yolov5n`, `yolov5s`, `yolov5m` \ub4f1 \ub2e4\uc591\ud55c \uacbd\ub7c9 \ubaa8\ub378\uc774 \uc81c\uacf5\ub418\uc5b4 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c\ub3c4 \ube60\ub978 \uc18d\ub3c4\ub85c \uac1d\uccb4 \uac80\ucd9c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc640 \uac19\uc774 YOLOv5n \ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uc5ec \ubaa8\ubc14\uc77c \uae30\uae30\uc5d0\uc11c\uc758 \uac1d\uccb4 \uac80\ucd9c\uc744 \uc2dc\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \n# YOLOv5n \ubaa8\ub378 \ub85c\ub4dc (\uacbd\ub7c9 \ubaa8\ub378)\nmodel = torch.hub.load('ultralytics\/yolov5', 'yolov5n', pretrained=True)\n\n# (\uc774\ud558 \uc0dd\ub7b5)\n\n <\/code>\n <\/pre>\n\n \uc774\uc640 \uac19\uc774 \uacbd\ub7c9\ud654\ub41c YOLO \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uba74, \ubaa8\ubc14\uc77c \uc571\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uae30\ub2a5\uc744 \uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \uc2dc \uace0\ub824\uc0ac\ud56d<\/h2>\n
\n \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c YOLO\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \uc0ac\ud56d\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4:\n <\/p>\n
\n- \uc18d\ub3c4\uc640 \uc815\ud655\uc131:<\/strong> \uacbd\ub7c9\ud654\ub41c \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uc5ec \uc18d\ub3c4\ub97c \uc6b0\uc120\uc2dc \ud560 \uc218 \uc788\uc9c0\ub9cc, \uadf8\uc5d0 \ub530\ub77c \uc815\ud655\uc131\uc774 \uc800\ud558\ub420 \uc218 \uc788\uc74c\uc744 \uc778\uc9c0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n
- \uc790\uc6d0 \uad00\ub9ac:<\/strong> \ubaa8\ubc14\uc77c \uae30\uae30\uc758 \ubc30\ud130\ub9ac\uc640 \uba54\ubaa8\ub9ac \uc81c\ud55c\uc744 \uace0\ub824\ud558\uc5ec \ucd5c\uc801\ud654\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n
- \uc628\ub3c4 \uad00\ub9ac:<\/strong> \uc7a5\uc2dc\uac04\uc758 \uac1d\uccb4 \uac80\ucd9c\ub85c \uc778\ud574 \uae30\uae30\uac00 \uacfc\uc5f4\ub420 \uc218 \uc788\uc73c\ubbc0\ub85c \uc774\ub97c \uad00\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
\uacb0\ub860<\/h2>\n
\n YOLO\ub97c \ud65c\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc704\uc758 \ub0b4\uc6a9\uc744 \ubc14\ud0d5\uc73c\ub85c YOLO \ubaa8\ub378\uc744 \uc801\uc6a9\ud574 \ubcf4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.\n <\/p>\n
\n PyTorch\uc640 OpenCV\ub97c \uc774\uc6a9\ud55c YOLO\uc758 \uc124\uce58 \ubc0f \uad6c\ud604\ubc29\ubc95\uc744 \ud1b5\ud574 \uc2e4\uc81c \uc791\ub3d9\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4dc\ub294 \uacfc\uc815\uc5d0\uc11c \uc5ec\ub7ec \uae30\ubc95\uc744 \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n<\/article>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
YOLO(You Only Look Once)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c\uc744 \uc704\ud55c \ub9e4\uc6b0 \uc778\uae30 \uc788\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 YOLO\uc758 \uae30\ubcf8 \uac1c\ub150, \uc124\uce58 \ubc29\ubc95, \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95 \ubc0f \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c\uc758 YOLO \ud65c\uc6a9\ubc95\uc5d0 \ub300\ud574\uc11c \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. YOLO\uc758 \uac1c\uc694 YOLO\ub294 \uae30\uc874\uc758 \uac1d\uccb4 \uac80\ucd9c \ubc29\ubc95\ub4e4\uacfc\ub294 \ub2ec\ub9ac \uc774\ubbf8\uc9c0\ub97c \uc5ec\ub7ec \uac1c\uc758 \uadf8\ub9ac\ub4dc\ub85c \ub098\ub204\uace0 \uac01 \uadf8\ub9ac\ub4dc\uc5d0 \ub300\ud574 \uac1d\uccb4\uc758 … \ub354 \ubcf4\uae30 “YOLO\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95, \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c YOLO \ud65c\uc6a9\ud558\uae30 (\uacbd\ub7c9\ud654 \ubaa8\ub378 \uc0ac\uc6a9)”<\/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-38844","post","type-post","status-publish","format-standard","hentry","category-yolo"],"yoast_head":"\nYOLO\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95, \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c YOLO \ud65c\uc6a9\ud558\uae30 (\uacbd\ub7c9\ud654 \ubaa8\ub378 \uc0ac\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\/38844\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"YOLO\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95, \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c YOLO \ud65c\uc6a9\ud558\uae30 (\uacbd\ub7c9\ud654 \ubaa8\ub378 \uc0ac\uc6a9) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"YOLO(You Only Look Once)\ub294 \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c\uc744 \uc704\ud55c \ub9e4\uc6b0 \uc778\uae30 \uc788\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 YOLO\uc758 \uae30\ubcf8 \uac1c\ub150, \uc124\uce58 \ubc29\ubc95, \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc2e4\uc2dc\uac04 \uac1d\uccb4 \uac80\ucd9c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95 \ubc0f \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c\uc758 YOLO \ud65c\uc6a9\ubc95\uc5d0 \ub300\ud574\uc11c \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 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