Palladium

<p align="center"><img src="https://raw.githubusercontent.com/SaptakBhoumik/Palladium/master/palladium/images/source.jpeg" width="200px"></p>

<br> Note- This project is meant to assist doctors in determining the disease a person is suffering from. It is not 100% accurate.

About

Palladium is a software that helps doctors to detect lung disease.

Requirements

• <a href="https://python.org/downloads">Python 3.6 or Above</a>
• <a href="https://python.org/downloads">Pytorch</a>

Getting Started

First clone this repository. After that, <a href="https://github.com/SaptakBhoumik/Palladium/tree/master/palladium">click here</a> if you want to use the palladium application. If you want to train your own model <a href="https://github.com/SaptakBhoumik/Palladium/tree/master/Model_Training">click here</a>. If you want to know how to use the model <a href="https://github.com/SaptakBhoumik/Palladium/tree/master/examples">click here</a>.

Key features

• Trained on 5,000 to 10,000 images
• 96% to 99% accurate
• Takes less than 5 seconds to predict the results
• Easy to use

Dataset used

• <a href="https://www.kaggle.com/prashant268/chest-xray-covid19-pneumonia">Chest X-ray (Covid-19 & Pneumonia) by Prashant Patel</a>
• <a href="https://www.kaggle.com/azaemon/preprocessed-ct-scans-for-covid19">CT Scans for COVID-19 Classification by Abu Zahid Bin Aziz</a>

Detectable Diseases

• Covid19 (x-ray or ct-scan required)
• Pnemonia (x-ray required)

How to contribute

Since this is a free software, you can contribute to make it better. New contributors are always welcome, whether you write code, create resources, report bugs, or suggest features.

Palladium is written primarily in Python 3.x

Have a look at the open issues to find a mission that resonates with you.

Please check CONTRIBUTING.md to know how you can contribute.

Contact

Contact me via email - saptakbhoumik@gmail.com

License

Palladium is lisenced under GNU General Public License v3.0

Permissions of this strong copyleft license are conditioned on making available complete source code of licensed works and modifications, which include larger works using a licensed work, under the same license. Copyright and license notices must be preserved. Contributors provide an express grant of patent rights.