/pneumonia-federated-pysyft

An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.

Primary LanguageJupyter NotebookMIT LicenseMIT

X-ray images analysis on pneumonia with deep learning using PyTorch and PySyft

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Analysis of X-ray images of humans on pneumonia using library for privacy preserving Deep Learning PySyft. Project was made using dataset available by this link. We also used materials from OpenMined Github repositary.

Features

  • Project can be used as a template for other medical analysis image recognition and federated learning projects.

Setup

Clone this repo:

git clone https://github.com/andreiliphd/pneumonia-federated-pysyft.git

Install all the dependencies.

Usage

No additional instructions needed just run the neural network.

License

You can check out the full license in the LICENSE file.

This project is licensed under the terms of the MIT license.