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.

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.

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
experiments		experiments
models		models
utils		utils
COMP47650 Deep Learning Project: Pneumonia Chest X-Ray Classification.pdf		COMP47650 Deep Learning Project: Pneumonia Chest X-Ray Classification.pdf
README.md		README.md
evaluate_trained_models.ipynb		evaluate_trained_models.ipynb
reproduce_results.ipynb		reproduce_results.ipynb
requirements.txt		requirements.txt

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