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,
- Yen’s method
- Triangle algorithm
- Otsu’s method
- Minimum method
- Mean of grayscale values
- ISODATA method
Executale can be downloaded from This Link
- Download and install Python
- 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
- Build .exe from pyinstaller
pyinstaller --icon=icon.ico -F --noconsole --onefile AutomaticThresholding.py
The executable file can be found in the dist folder