COVID-19 Image Classification Project

This repository contains the implementation of a deep learning model that classifies COVID-19 images. The project uses both a Multilayer Perceptron (MLP) and a Convolutional Neural Network (CNN) for image classification.

Project Overview

• Dataset: COVID-19 image dataset available on Kaggle.
• Models: MLP and CNN models for image classification.
• Language: Python
• Frameworks: TensorFlow and Keras

Repository Structure

• models/: Contains the trained models.
• data/: Placeholder for training and testing data. You will need to download the data from Kaggle and place it here.
• src/: Contains the Python scripts for training and predictions.
• requirements.txt: List of Python dependencies.
• README.md: Documentation for this project.
• LICENSE: The open-source license for the project.

How to Run the Project

1. Clone the repository:

   git clone https://github.com/yourusername/covid19-image-classification.git
   cd covid19-image-classification
   

Install Dependencies

Ensure you have Python installed. Then, install the required packages by running:

pip install -r requirements.txt