AbinavRavi / Federated-learning-MI

Federated learning using Pysyft and Duet for Medical Imaging example

Federated-learning-MI

Federated learning using Pysyft and Duet for Medical Imaging example.

the dataset is https://www.kaggle.com/andrewmvd/medical-mnist

The course follows OpenMined Syft framework.

Env setup

Prerequisites

1. Python Version 3 check with: python3 --version Python venv should be installed

2. virtualenv installed virtualenv -h If not installed install on linux with: sudo apt update && sudo apt install virtualenv

Getting started

1. create a virtual environment with virtualenv as virtualenv -p python3 env-name with conda as conda create --name env-name replace env-name with environment name of your choice

2. Activate virtual environment virtualenv source env-name/bin/activate or conda conda activate env-name

3. Install Dependencies pip install -r requirements.txt

4. Install syft by pip install git+https://github.com/OpenMined/PySyft@dev#egg=syft