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fedmedical's Introduction

FedMedical

This tool was developed by for X-ray images identification with a federated learning framework.

Description

This is a simple GUI interface developed for operation by medical staff. Server parameters and client parameters can be configured in config/config_server.yaml and config/config_client.yaml

  • Server main interface

  • Server main control interface

  • Client interface

  • Test interface

  • Report generation page

Online Demo

Getting start

Installation

  • Install Redis & PaddleFL
  • Install requirements pip install -r requirements.txt

How to run

python serverFrame.py
python clientFrame.py 0
python clientFrame.py 1
python clientFrame.py 2

Changelog

v1.0.2_210210_beta

  • Fix some bugs.
  • Add English Report.

v1.0.1_210209_beta

  • Add qss.

v1.0.0_201130_beta

  • The demo open source.

fedmedical's People

Contributors

beiyuouo avatar exfeiniao avatar logancome avatar

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