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COVID-19 in France Dashboard: Datavisualization & Model

http://app-covid-visu.coolplace.fr/

 

I have developed a web app dashboard to follow COVID-19 outbreak in France :

http://app-covid-visu.coolplace.fr/

This app uses DASH plotly framework.

It is hosted on AWS Elastic Container Repository as a service on a EC2 Cluster.

Each time new data is available, the app updates itself and predicts new confirmed cases in France for 3 next days by a LSTM Deep Learning Tensorflow model.

Because I use one of the smaller instance (t2.micro), I need to use external API to call deep learning model with AWS Lambda functions.

The model is converted in TensorFlow LITE and TF Lite python library are compiled for AWS before.

More information on my Github : https://github.com/jeugregg/coronavirusModel