Viranos Classifier

Viranos classifier is an android application which classifies xray images into four classes by using different deep learning techniques. Artificial intelligence based COVID-19 Classifier. VIRANOS is an application which speed up the process of classifying COVID  and pneumonia in a

Project Title

Viranos Classifier

Project Area of Specialization

Artificial Intelligence

Project Summary

Viranos classifier is an android application which classifies xray images into four classes by using different deep learning techniques.

Artificial intelligence based COVID-19 Classifier.

VIRANOS is an application which speed up the process of classifying COVID  and pneumonia in a patient with SARI(Severe Acute Respiratory Infection).

The system takes X RAY image as an input  and identify whether the image is of

?Normal XRAY

?Viral pneumonia

?Bacterial pneumonia

?COVID pneumonia

Then The system applies deep learning techniques to identify the pneumonia/COVID in a patient.

Project Objectives

AI based approach is used to classify Viral Pneumonia, Bacterial Pneumonia and COVID pneumonia without any extra test and provide result in minimum time. 

Project Implementation Method

1. The Input image is given from the android app
2. Data Collection
3. Image augmentation
4. Image segmentation
5. Feature Extraction
6. Model Training
7. Classification
8. Application integration with trained model 

Benefits of the Project

Basically there are two actors in our system

1. Radiologist
2. Patient

Our project can facilitate in the healthcare department 

A Radiologist can easily classify the images in a matter of minutes

Patient can view the report easily in his/her home without visiting the hospital.

Technical Details of Final Deliverable

Final deliverable will be an android application which will have the trained model as a backbone.

App will be connected to Firebase real-time database which will be available at any moment.

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Medical , Health

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com