Encrypted Medical Image segmentation model.
To run the experiments of CNN run the notebook notebooks/conv_enc.ipynb
To run the experiments of Vision Transformers run the notebook notebooks/Capstone_Model_Test_Simple_Model.ipynb
To run the experiments of Encryption on generated data run the notebook notebooks/main_on_generated_data.ipynb
To run the Remez algorithm on sigmoid, ReLU functions run the notebook notebook/sigmoid_remez.ipynb
The project is done by Anri Abrahamyan, Elina Israyelyan, Hovhannes Manushyan with supervision by Varduhi Yeghiazaryan
The Remez algorithm implementation is taken from the folowing repo: https://github.com/DKenefake/OptimalPoly