pooya-mohammadi / federated-learning-monai-nvflare

Federated Learning with Monai and NVFlare

Table of Contents:

1. Introduction
2. simulator_cifar_10
3. monai-mamo

Introduction

In this project, I try to present the examples in nvflare with monai in an easy manner for all the users, especially Windows users.

simulator_cifar_10

In this example, we will use the nvflare's simulator to train a model on the cifar-10 dataset. The instructions are provided in the README.md file of the simulator_cifar_10 folder.

monai_mamo

In this example, we will try to create three clients and train mamo model using resnet-18 The instructions are provided in the README.md file.