Project Chest X-ray Diagnosis Code Running Instructions

Open for review purpose only

Third party libraries requirements:

• numpy
• matplotlib
• Pytorch
• pandas
• scikit-learn

Please install them before running the script.

pip install <required-lib>

or using Conda

conda install <required-lib>

Download the NIH Chest X-ray dataset and extract to the images folder, the link is below: https://nihcc.app.box.com/v/ChestXray-NIHCC

And run the script with Python 3.

Run instance:

Preprocessing the labels and produce train, validation and test sets

python preprocessing.py

Train the model and the best iteration would be saved

python train.py

Test the best model with the test dataset

python test.py

It will take sometime to finish running depends on your computer specification. After the script finished running. Resuls will appear in the terminal.

Thank you for your effort reviewing my project, have a good day!

Reference Zoogzog/Chexnet Arnoweng/CheXNet