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540 Term Project

Dependencies

Dependencies that can be installed through PyPI are

  • Tensorflow
  • Keras
  • NumPy
  • SciPy
  • scikit-image
  • MatPlotLib
  • tqdm

In addition, the following packages are also required

Setting up the data

Place the testing data into a folder on the top level of the repository called input/test and the training data in input/train in the same format as Kaggle's Data Science Bowl competition's datasets.

Creating the submission

Run the command from the src directory

python3 run_model.py train-unet-1 --test

to generate a submission. The submission can be found in the submissions folder under the name train-unet-1.csv

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