๐Ÿ“ 14

labelImg ์ด์šฉํ•ด์„œ ๋ฐ์ดํ„ฐ ๋งŒ๋“ค๊ณ  YOLOv5 ํ•™์Šต์‹œํ‚ค๊ธฐ

1. labelImg ์‹คํ–‰ 2. Open Dir -> ์ด๋ฏธ์ง€ ํŒŒ์ผ๋“ค ์ €์žฅ๋œ ํด๋” ์—ด๊ธฐ / Change Save Dir -> ํŒŒ์ผ ์ €์žฅํ•  ํด๋” ์ง€์ • 3. ์ฒ˜์Œ ์ž‘๋™์‹œํ‚ค๋ฉด yolo ๋ผ๊ณ  ์จ์žˆ๋Š” ๋ถ€๋ถ„์— PascalVOC ๋ผ๊ณ  ์ ํ˜€์žˆ์„ํ…๋ฐ ํ•œ๋ฒˆ ๋ˆŒ๋Ÿฌ์„œ yolo๋กœ ๋ฐ”๊ฟ”์ฃผ๋ฉด ๋œ๋‹ค. 4. ๋ผ๋ฒจ๋ง ์‹œ์ž‘ - Create RectBox ๋ˆŒ๋Ÿฌ์„œ ์ง์ ‘ ๋ผ๋ฒจ๋ง ํ•ด์ฃผ๊ณ  -> class ์ง€์ • -> Save 5. ์ด ๊ณผ์ •์„ ๋ชจ๋“  ์‚ฌ์ง„์— ํ•ด์ฃผ๋ฉด ๋จ..^^ 6. yolov5 ์•ˆ์— ํด๋” ํ•˜๋‚˜ ๋งŒ๋“ค์–ด์„œ ๊ทธ ์•ˆ์— data.yaml ํŒŒ์ผ, images, labels ํด๋”๋ฅผ ๊ฐ๊ฐ ๋งŒ๋“ค์–ด์ฃผ์ž images -> ๋ผ๋ฒจ๋ง ํ–ˆ๋˜ ์‚ฌ์ง„๋“ค labels -> ๋ผ๋ฒจ๋ง ํ›„ ์ƒ์„ฑ๋œ ํ…์ŠคํŠธ ํŒŒ์ผ๋“ค 7. data.yaml ํŒŒ์ผ train/val: ๋‚ด๊ฐ€ ๋งŒ๋“  ํด๋” ๊ฒฝ๋กœ..

๐Ÿ“/capstone1 2022.04.01

MacOS M1 - labelImg ์„ค์น˜

pip install labelImg pip3 install pipenv pipenv run pip install pyqt5 lxml make qt5py3 labelImg ์ˆœ์„œ๋Œ€๋กœ ํ•˜๋ฉด ๋œ๋‹ค๋Š”๋ฐ ์˜จ๊ฐ– ์˜ค๋ฅ˜ ๋‹ค ๋œจ๋ฉด์„œ ์•ˆ ๋จ. ๊ทธ๋ž˜์„œ ๋‹ค์‹œ ๋‹ค์šด.. ๊ทธ๋ž˜๋„ ์•ˆ ๋จ. ๋‹ค์‹œ ๊ฒ€์ƒ‰.. m1 ์นฉ์ด๋ผ ์•ˆ ๋˜๋Š” ๋“ฏ.. ์ผ๋‹จ ๋กœ์ œํƒ€ ํ„ฐ๋ฏธ๋„ ๋งŒ๋“ค์–ด์คŒ ํ„ฐ๋ฏธ๋„ ๋ณต์ œ -> ์ด๋ฆ„ ์•Œ์•„๋ณด๊ธฐ ์‰ฝ๊ฒŒ ๋ฐ”๊ฟ”์ฃผ๊ณ  -> ๋งˆ์šฐ์Šค ์šฐํด๋ฆญ -> ์ •๋ณด ๊ฐ€์ ธ์˜ค๊ธฐ -> Rosetta๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์—ด๊ธฐ ์ฒดํฌ ๋กœ์ œํƒ€ ํ„ฐ๋ฏธ๋„ ์—ด์–ด์„œ git clone https://github.com/tzutalin/labelImg.git cd labelImg /usr/bin/python3 -m venv env source env/bin/activate pip install ..

๐Ÿ“/capstone1 2022.03.30

YOLOv5 ์„ค์น˜

YOLOv3 ์„ค์น˜ ์‹œ๋„ -> ์ž๊พธ ์˜ค๋ฅ˜ ๋– ์„œ ์‹คํŒจ.. # ๊ฐ€์ƒํ™˜๊ฒฝ์— yolov5 ๋‹ค์šด git clone https://github.com/ultralytics/yolov5.git # update conda update -yn base -c defaults conda # install library conda install -c anaconda cython numpy pillow scipy seaborn pandas conda install -c conda-forge matplotlib pyyaml tensorboard tqdm opencv PyTorch ์„ค์น˜๋Š” https://pytorch.kr/get-started/locally/ ๋‚ด ํ™˜๊ฒฝ์— ๋งž๋Š” ๋ช…๋ น์–ด๋ฅผ ์ž…๋ ฅํ•ด์ฃผ๋ฉด ๋œ๋‹ค. ๋‚œ ๋งฅ๋ถ์ด๋‹ˆ๊นŒ # install..

๐Ÿ“/capstone1 2022.03.24

ํŒŒ์ด์ฌ - opencv ์ด์šฉํ•ด์„œ ๋…ธํŠธ๋ถ ๋‚ด์žฅ์บ ์œผ๋กœ ์‚ฌ์ง„ ์ฐ๊ธฐ

import numpy as np import cv2 cap = cv2.VideoCapture(0) # ๋…ธํŠธ๋ถ ์›น์บ ์„ ์นด๋ฉ”๋ผ๋กœ ์‚ฌ์šฉ cap.set(3, 640) # ๋„ˆ๋น„ cap.set(4, 480) # ๋†’์ด ret, frame = cap.read() # ์‚ฌ์ง„ ์ดฌ์˜ frame = cv2.flip(frame, 1) # ์ขŒ์šฐ ๋Œ€์นญ cv2.imwrite('./test.png', frame) # ์‚ฌ์ง„ ์ €์žฅ cap.release() cv2.destroyAllWindows()

๐Ÿ“/capstone1 2022.03.21