This is accompanied code for food extrudability assessment and prediction for an ongoing study from the Food Process Engineering Group at Wageningen University
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This is accompanied code for food extrudability assessment and prediction for an ongoing study from the Food Process Engineering Group at Wageningen University.
## Extrudability Assessment
Example pictures of line extursion can be found in the `Sample Image` folder. You can run the `Preprocessing.R` script to correct rotations and calculate pixel distance. See annotations in script for preprocessing your own images. Once the image is preprocessed. You can run the `Get_measurement.R` function. You can also loop the function for batch processing of images taken from one run.
## Extrudability Prediction
You can run the script `Extrudability_prediction` to reproduce results from our paper. A few data cleaning and feature generation steps were put before the actual modelling step. The extrudability measurements are saved as `Extrudability_total.csv`.
