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I have given the simplest  steps for Mac OS which runs the program from command line.
 Mac OS easiest way to install and run 
STEPS

git clone https://github.com/tzutalin/labelImg
pip install PyQt5 lxml
cd labelImg    ##(enter the labelImg directory)
make qt5py3
python3 labelImg.py
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Karan Maheshwari 2019-03-28 10:45:11 +05:30 committed by darrenl
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@ -107,6 +107,18 @@ in your /Applications folder. You can consider this script: build-tools/build-fo
python setup.py py2app -A python setup.py py2app -A
mv "dist/labelImg.app" /Applications mv "dist/labelImg.app" /Applications
Alternate
Mac OS easiest way to install and run
STEPS
git clone https://github.com/tzutalin/labelImg
pip install PyQt5 lxml
cd labelImg ##(enter the labelImg directory)
make qt5py3
python3 labelImg.py
Windows Windows
^^^^^^^ ^^^^^^^