An amazing PWA which is a solution to foretell the likelihood of being in vicinity of COVID-19.
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A machine learning based prediction model that would help to provide the likelihood of the disease based on various factors.
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An interactive chatbot which will resolve all your queries related to the disease and provide implementable solutions to them.
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Current situation overview in which we would be giving the latest updates and overview of the on-going situation in the form of blogs and newsletters to help you keep track of it.
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Some useful insights i.e in addition to the above, we would also be providing useful insights from our end, which would prove to be beneficial.
- Homepage
- Chatbot
- Covid-19 Predictor
- Used Ensemble Machine Classifying methods to classify the symptoms entered by the user. The accuracy achieved by the model is 81.2% using Random Forest classifier.
- Used flask server for the model deployment on Heroku.
- The frontend is made using bootstrap template.
- The chatbot is powered by SnatchBot.
- Would work on enabling NLP on the chatbot to make it interactive for the users.
- Increasing the accuracy of the model.