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COVID-19 Classification on X-ray images using Multimodal CNN's


About❓

This project was made with the objective of making detection of COVID-19 in patients easier and faster. The project was build in Python 3, using the concept of multimodal CNN's. A GUI (Graphical User Interface) was also designed to allow smooth usage. The GUI was designed using the PySimpleGUI module in Python.


Requirements ✔️

Before running the project, you will need to install certain modules. To do this, type the following command in terminal:

pip3 install -r requirements.txt

How to Run? 💻

Code file: covid_main.py.
After successfully installing the requirements, type:

python3 covid_main.py

On successful execution, a GUI window pops up. The user is required to choose an X-Ray image as input. The classifier will predict if the patient is positive/negative.


Snapshots 🖼️

Following are the snapshots of the GUI.

(i) COVID Positive

COVID_Positive

(ii) COVID Negative

COVID_Negative

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