/chest_x-ray

This pytorch project trains CNNs to detect pneumonia in chest x-rays

Primary LanguagePython

Detecting Pneumonia from Chest X-Rays

In this project deep CNNs are trained to detect pneumonia in chest x-rays.

The project report can be found here.

Notebooks

There are two jupyter notebooks provided:

reproduce_results.ipynb:

  • Run this notebook to reproduce the results of the report by retraining then evaluating a model.

evaluate_trained_models.ipynb:

  • Run this notebook to evaluate the trained models detailed in the report. WARNING: models have not been saved to github repo due to file size restrictions, contact for access.

Further details can be found in the individual notebooks.