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Pneumonia-and-Covid-19-detection-using-CNN

Radiology is the field of Medical Science where a disease is examined by interpreting X-Ray Images.As Human Intervention is involved it is pretty much prone to making an error. So to overcome all this shortcomings DeepLearning approaches such as CNN has emerged as an answer. So in this we have developed a System which predicts wherther a patient is Covid-19 affected or not based on X-ray Images and also provides visual outputs in the form of bargraphs.

Name : Mohd Jasir Noor Khan
Roll No : 2021007
Batch : A4
Course : Computer Engineering
Faculty name: Pradnya Bhangale, Vaibhav Vasani
Institute Name: KJ Somaiya College of Engineering

Name : Rayyan Mulla
Roll No : 2021010
Batch : B3
Course : Computer Engineering
Faculty name: Pradnya Bhangale, Vaibhav Vasani
Institute Name: KJ Somaiya College of Engineering

Prerequisite : Install flask,werkzeug,tensorflow,pandas,numpy,keras,plotly,psutil.
Instructions to run the App :
running following commands in your Command Prompt.
Step 1 : Move to covid-app/src directory in your local machine and run 'cd env/Scripts/Activate'.
Step 2 : Move out of the Scripts Directory by running 'cd..' twice.
Step 3 : set FLASK_ APP=main.py
set FLASK_ENV=dev
set FLASK_DEBUG=1
Step 4 : flask run
Step 5 : paste the following http://127.0.0.1:5000/ in your browser.