인공지능 데이터 만들기 - LabelImg로 라벨링 하기

설치

PyPI에서 가져오지만 python3.0 이상만 가능
이것은 Ubuntu 및 Fedora와 같은 최신 Linux 배포판에서 가장 간단한(단일 명령) 설치 방법입니다.

pip3 설치 labelImg
레이블Img
labelImg [IMAGE_PATH] [사전 정의된 클래스 파일]

Linux/Ubuntu/Mac에는 Python 2.6 이상이 필요하며 PyQt 4.8 에서 테스트되었습니다 . 그러나 Python 3 이상 및 PyQt5 를 강력히 권장합니다.

 

우분투 리눅스

파이썬 3 + Qt5

sudo apt-get install pyqt5-dev-tools
sudo pip3 install -r requirements/requirements-linux-python3.txt
make qt5py3
python3 labelImg.py
python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

MAC OS
파이썬 3 + Qt5

brew install qt  # Install qt-5.x.x by Homebrew
brew install libxml2

or using pip

pip3 install pyqt5 lxml # Install qt and lxml by pip

make qt5py3
python3 labelImg.py
python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

 

Python 3 Virtualenv (추천) 

Virtualenv를 사용하면 많은 QT/Python 버전 문제를 피할 수 있습니다.

 

brew install python3
pip3 install pipenv
pipenv run pip install pyqt5==5.15.2 lxml
pipenv run make qt5py3
pipenv run python3 labelImg.py
[Optional] rm -rf build dist; pipenv run python setup.py py2app -A;mv "dist/labelImg.app" /Applications

 

 

윈도우 

 

Python , PyQt5를 설치 하고 lxml을 설치합니다 . 

cmd를 열고 labelImg 디렉토리 로 이동합니다.

pyrcc4 -o libs/resources.py resources.qrc
For pyqt5, pyrcc5 -o libs/resources.py resources.qrc

python labelImg.py
python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

 

별도의 EXE 파일로 패키징하려면

윈도우 + 아나콘다
Anaconda (Python 3+) 다운로드 및 설치

Anaconda Prompt를 열고 labelImg 디렉토리 로 이동합니다.

 

conda install pyqt=5
conda install -c anaconda lxml
pyrcc5 -o libs/resources.py resources.qrc
python labelImg.py
python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

 

도커 사용

docker run -it \
--user $(id -u) \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
-v /tmp/.X11-unix:/tmp/.X11-unix \
tzutalin/py2qt4

make qt4py2;./labelImg.py

labelImg 단축키

 

 

 

 

#### reference : https://github.com/HumanSignal/labelImg

GitHub - HumanSignal/labelImg: LabelImg is now part of the Label Studio community. The popular image annotation tool created by