This Covid-19 Prediction Model is based on Convolutional Neural Network, a class of deep neural networks most commonly applied to analyzing visual imagery.
The model is able to predict covid-19 with an accuracy of 96%.
WEBSITE LINK: https://covid-19-detection-from-x-ray.herokuapp.com
$ sudo apt install git
$ git clone https://github.com/ShobhitBansal/Covid-19-Detection-From-X-Ray-Scans-Using-Deep-Learning.git
$ cd Covid-19-Detection-From-X-Ray-Scans-Using-Deep-Learning
$ sudo apt-get install virtualenv
$ virtualenv env
$ source env/bin/activate
$ sudo apt-get install python3.7
$ sudo apt-get install python3-pip
$ pip3 install -r requirements.txt
to launch server execute the following
$ python3 app.py
go to the browser and open http://127.0.0.1:5000
Upload the X-ray Scan which needs to be tested for Covid-19 and Click on the Submit button to generate the prediction.
