The problem Alveoli solves

1.We decrease the workload of doctors by automating the work of doctors in the of pandemic.
2.We are able to detect Covid-19 faster than most RT PCR tests within seconds.
3.Once you have your X-Ray you can check your health by just a single click either from mobile or website.
4.Early and quick detection with recommendations, precautions and best practices.
5.Most online services face security issues , we solved it by Securing and storing the Files in Decentralised way usings IPFS.

Challenges we ran into

1.Running and deploying two models together on Tensorflow Lite.
2.Deploying heavy model architectures like DenseNet201 on mobile,fix was to use MobileNetV2.
3.Implementing Json web token on Flutter.
4.Optimisation of User Experience.
5.To detect and throw Non-Xray images,fix was to create custom dataset and build a new model.