Pneumonia Detection

This project is designed to detect pneumonia from medical images using machine learning techniques.

Features

• Automated detection of pneumonia from chest X-ray images.
• Utilizes deep learning models for high accuracy.
• Easy-to-use interface for uploading and analyzing images.

Installation

1. Clone the repository:

git clone https://github.com/sushilladhicarree/pneumonodetect.git

2. Navigate to the project directory:

cd pneumonodetect

3. Install the required dependencies:

npm i
npm i react-router-dom 
npm i axios  

docker run --publish 8000:8000 bikalpakc/pds-python-django-backend-updated:v2

Dataset

The project uses publicly available datasets such as the Chest X-Ray Images (Pneumonia).

Contributing

Contributions are welcome! Please fork the repository and submit a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Acknowledgments

• Inspired by various pneumonia detection research papers.
• Thanks to Bikalpa KC and Sadikshya Poudel for their huge contributions in making this project possible.

Screenshots