BiphasicFlowClassifier

GUI of Machine Learning which is for Biphasic Flow Classifier (Two-Phase Flow Classifier)

Install Python packages

please refer to the file requirements.txt

Run the Python script

if you already have installed python interpretor and such python packages as mentioned above

you run the GUI by python gui_qt.py

Testing the model

you obtain 2 kind results with different types (number or True/False) while choosing different experiments

there are 2 experiments so far

• 1. Maximum Input Flow Rate Prediction
• 2. Prediction of Droplet Separation

Training your own dataset

prepare .csv data, you should obey the format of .csv files in folder training_data and test_data

you may replace the .csv files because the default paths just is them that you train without choosing .csv files again

Make an executable file

you use pyinstaller to build a .exe file

please refer to the file pyinstaller.txt

once you build a dist_XXXX_XX_XX folder, you may copy folder record, result, test_data, training_data, and the file gui.bat to the folder, you can just click gui.bat to execute the GUI