YittynNg / Chest-Xray

Chest-Xray

Below are the directory sturcture in this repo.

|- model
|  |- basic_cnn_model_covid.h5
|- plot
|  |- plot_accuracy.png
|  |- plot_loss.png
|- basic_cnn.py
|- report.pdf

Here is a snippet that guide yout to download the chest X-ray dataset:

Make sure the data directory look like structure below:

|- data
|  |- train
|  |  |- COVID-19
|  |  |- NORMAL
|  |  |- PNEUMONIA
|  |- test
|     |- COVID-19
|     |- NORMAL
|     |- PNEUMONIA

More details about this chest X-ray classification project can be studied from the report.

Exploratory Data Analysis and experimental result can be find in Google Colab.