Detect COVID-19 from X-RAY

In this project we will train a model that will help us to identify X-RAY images that are affected with COVID-19. We will use Keras as out deep learning framework utilizing Convolutional Neural Network (CNN).

Here, we have two Notebooks.

• preprocess.ipynb
• main.pynb

Dataset used

Positive samples from https://github.com/ieee8023/covid-chestxray-dataset

Sample dataset from https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia => normal category

Topics covered

• Data Preprocessing
• Neural Network
• Convolutional Neural Network (CNN)
• Model Training

Tools used

• Python
• Keras
• Numpy
• Matplotlib
• Scikit-learn
• Seaborn