TFM-Embedded-Federated-Learning

About The Project

Implementation of federared learning and differential privacy on an Raspberry Pi and Jetson Nano.

Built with

• Python
• Tensorflow
• Flower
• Scikit-learn

Usage

Execute server:

python server.py

Execute client/s:

python client.py True 0 

Execute clients with scripts:

./clientScript.sh

True is the flag for the first iteration of hyperparameter optimization. 0 is the index of the dataset.