Junaid199f / adv_nas_med

Robust Neural Architecture Search using Differential Evolution for Medical Images

Code for the article " Robust Neural Architecture Search using Differential Evolution for Medical Images" accepted at EvoApps 2024 Conference

This is the companion repository for our paper titled "Robust Neural Architecture Search using Differential Evolution for Medical Images". This paper has been accepted at the 27 International Conference on the Applications of Evolutionary Computation.

Data

The data used in this project comes from the [MEDMNIST(http://medmnist.com)]

Requirements

The code runs using Python 3.9. You will need to install the packages present in the requirements.txt file.

pip install -r requirements.txt

Run the experiments

To run all the experiments, you can type:

python3 main.py run_all

If you have any questions, please open an issue or email us:

M. Junaid Ali : [e-mail]