Skip to content

Chest X-Ray Classification using Auxiliary Deep Generative Models

Notifications You must be signed in to change notification settings

ste93ste/ChestXRayClassification

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

ChestXRayClassification

Chest X-Ray Pneumonia Classification using Auxiliary Deep Generative Models

Prerequisites

In order to run the train code you need some python modules. You can install it with pip (an anaconda enviroment is suggested) by run the command

pip install torch torchvision imgaug pydicom pandas skimage sklearn

The training dataset can be downloaded at Dataset. Once downloaded extract the data in the Kaggle/all folder.

Running the training

The training can be run via jupyter notebook as well as in a python script.

Poster and Report

Authors

  • Stefano Cerri - DTU Compute

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

This repo used code from (https://github.com/wohlert/semi-supervised-pytorch) Many thanks for sharing the code!

About

Chest X-Ray Classification using Auxiliary Deep Generative Models

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published