2DUNet implementation https://arxiv.org/abs/1505.04597
Data needs to be organised in format
data/ train_images/ train_masks/ val_images/ val_masks/
Create a folder saved_images for the predictions to be saved
The model was trained and tested using Carvana dataset from Kaggle