Corona_Chest_Diagnosis

Given the chest X-ray dateset, our goal is to build a range of neural networks to diagnose chest X-rays. Our database consists of patients suffering from COVID-19, Pneumonia, and normal Patients

Data Exploration

• DataSet Link
• Spliting data into training, validation, and testing.

Basic Models

• Building a fully connected neural network. [many layers & few ones]
• Building a convolutional neural network with a classification layer at the end. [many layers & few ones]

Improved Models

• famous backbones used ResNet 18 & DenseNet