Covid X-ray image classification using CNN

ENCH 470 Final Project

Convolutional Neural Network (CNN) model for COVID-19 detection based on X-ray image classification.

CNN model is implemented in Keras, which is an open-source software that acts as an interface for the TensorFlow library in python for deep-learning.

The main code for building the model and generate the dataset is in the model_functions.py file.
The model_visuals.py have the custom settings for the plots used in the Jupyter notebook.

Dataset:

The dataset used is from Kaggle COVID-19 radiography database.

Model architecture:

The model used is:

Results:

The learning curves are: