Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity
Accepted at IPCAI 2024
Arxiv Link: Link
To begin, set up a Python environment, preferably version 3.10.12, venv. This approach aids in managing dependencies and maintaining a consistent runtime environment.
python -m venv env_name
source env_name/bin/activate
Once you have created the envrionment, install the required packages from requirements.txt using pip:
pip install -r requirements.txt
Download the OCT dataset from kaggle and execute the following command to run the experiment:
python3 train.py --config config_file_path