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
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
- The Input image is given from the android app
- Data Collection
- Image augmentation
- Image segmentation
- Feature Extraction
- Model Training
- Classification
- Application integration with trained model
Benefits of the Project
Basically there are two actors in our system
- Radiologist
- 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
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Google play developer account | Miscellaneous | 1 | 4200 | 4200 |
| Stationary(Printing) | Miscellaneous | 1 | 1000 | 1000 |
| Total in (Rs) | 5200 |
If you need this project, please contact me on contact@adikhanofficial.com
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