DeepNet Model with Edge Intelligence

The whole project can be classified in the following two parts:

Deep Learning part

1. NNmodels_and_Docs/main.py: Neural Network model training, built using Tensorflow.
2. app.py: Web app for the models.

Simulation of the Edge

Done using PureEdgeSim simulator

Dependencies

1. python3
2. tensorflow
3. numpy
4. matplotlib
5. flask etc.

Web-app

Deployed in Heroku server.
Access: https://dnedge.herokuapp.com

Datasets

Diabetes

https://www.kaggle.com/uciml/pima-indians-diabetes-database

Heart

https://www.kaggle.com/ronitf/heart-disease-uci

Covid

https://github.com/nshomron/covidpred

Radiography images dataset

https://www.kaggle.com/tawsifurrahman/covid19-radiography-database