This application can be used to quickly view how different Thresholding Methods work on images. Selected threshold method can be applied for bulk images in a folder, results are saved in a user selected folder with histograms. Supported Thresholding Methods,

1. Yen’s method
2. Triangle algorithm
3. Otsu’s method
4. Minimum method
5. Mean of grayscale values
6. ISODATA method

1. Download and install Python
2. Install following packages,

Numpy,

pip install numpy

PySide2,

pip install PySide2

Matplotlib,

pip install matplotlib

scikit-image,

python -m pip install -U scikit-image

PyInstaller,

pip install pyinstaller

3. Build .exe from pyinstaller

pyinstaller --icon=icon.ico -F --noconsole --onefile AutomaticThresholding.py

The executable file can be found in the dist folder