Phase 4 Project

This project will train a model to identify patients with pneumonia based off their chest x-rays.

Tech Stack

• Python
• Tensorflow

Data Setup

Due to the size of the data (being thousands of images) the data will not be uploaded directly to the repository. The data can be retrieved from https://data.mendeley.com/datasets/rscbjbr9sj/3. Upon downloading the data, you want to place the chest-xray folder into a data folder in the project root so the file structure looks like so:

data/
    train/
        normal/
        pneumonia/
    test/
        normal/
        pneumonia/
notebooks/
    ...
README.md

Data Training

The best place to look at for this information would be the Jupyter Notebook itself.