The problem Medicare solves

Our inspiration was to create an all-in-one health platform where people can ask for the blood of a particular blood group when needed, can self-diagnose some common diseases (and some not-so-common diseases as well), read health blogs and also create/join chat rooms and interact with other random people online aiming at improving their mental health.

What it does:

• Users can check if they are infected with any kind of heart disease, diabetes, thyroid, or not.
• They can also diagnose their Chest X-Ray Scans for COVID-19/Viral Pneumonia
• They can also diagnose their Brain MRI Scans for Tumor
• They can offer to donate blood
• They will get notified when blood is available via email
• There is also a chatroom for sharing your thoughts with the world

Challenges we ran into

Reducing the size of the trained model was challenging for us. Bigger size meant that users have to wait a long time for obtaining prediction results and we would not be able to upload it on GitHub as well. We researched about the ways we can use to reduce model's size and found Quantization Aware Training to be useful and effective and we are glad it worked.