This is a transfer learning based project where VGG16 has been used. Transfer learning (TL) is a research problem in machine learning (ML) that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem. I have used the same to detect the possibility of a person suffering from the Corona Virus.

This is an end to end python project, written with the help of Flask.

Corona Virus is a world wide spread virus also stated as a pandemic. It effects the respiratory system of humans. It is a virus which causes many respiratory dieases. The Xray of the chest of a normal and a person suffering is shown below.

Xray of an infected person.

Xray of a healthy person.

Observations

The Xray image of an infected person is more whitish than a healthy person's Xray.

Requirements:

For Required package/module installation, open the terminal and copy paste below command:

• pip install requirements.txt

To Execute the code:

Run the command in your terminal or command prompt.

• python app.py
  After running the the same, you will get your local host address, something like as shown below.
  Open the same in your browser, the setup is now complete.

The broswer opens to this.

Testing for an infected person's XRAY.

Testing for a normal person's XRAY.

Video Explaination of the working project can be found here.

Do star the repository, also suggestions and changes are most welcome.

Having a seperate environment setup is always expected to follow.

• conda create -n "XRAY" python=3.7