manikantasanjay / covid_xray_detector_flask_app

A simple flask app for detecting covid-19 from chest x-ray images.

Hello there, health tech enthusiasts! 👋🩺

Welcome to our COVID-19 X-Ray Detector Flask App project. This is where we're using the power of machine learning to detect COVID-19 from chest X-ray images.

What's it all about? 🤔

This project is a Flask-based web application that uses ensemble modeling and progressive image scaling to recognize COVID-19 from medical CT scan imaging. It achieves over 86% accuracy, which is pretty impressive!

How does it work? 🛠️

1> Clone the repo

git clone https://github.com/ManikantaSanjay/covid_xray_detector_flask_app.git

2> Change the Directory

cd covid_xray_detector_flask_app

3> Installing the Requirements

pip install requirements.txt

4> Running the Flask App

flask run app.py

To view the App, Open your browser at http://121.0.0.1:5000

Important Note 📝

The model.h5 file contains the pre-trained weights saved from model training.

Dataset 📊

We've used data from this Kaggle dataset.

Contributing 🤝

Please contribute using GitHub Flow. Create a branch, add commits, and open a pull request.

Support 🙌

If you like what you see, give us a star ⭐. Thanks and happy coding! 🚀

License 📄

This project is licensed under the MIT License.