Covid-19 X-rays Detector

A web app to detect covid-19 with accuracy of 92%-90% from chest X-rays of patients

Getting started in 10 minutes

• Clone this repo
• Install requirements
• Run the script
• Go to http://localhost:5000
• Done! :tada:

:point_down: Screenshot:

Run with Docker

With Docker, you can quickly build and run the entire application in minutes :whale:

# 1. First, clone the repo
$ git clone https://github.com/ahmed3991/Covid-19-X-Rays-Detector
$ cd Covid-19-X-Rays-Detector

# 2. Build Docker image
$ docker build -t covid19_app .

# 3. Run!
$ docker run -it --rm -p 5000:5000 covid19_app

Open http://localhost:5000 and wait till the webpage is loaded.

Local Installation

It's easy to install and run it on your computer.

# 1. First, clone the repo
$ git clone https://github.com/ahmed3991/Covid-19-X-Rays-Detector
$ cd Covid-19-X-Rays-Detector

# 2. Install Python packages
$ pip install -r requirements.txt

# 3. Run!
$ python app.py

Open http://localhost:5000 and have fun. :smiley:

Future

1. Enrich the dataset with another real cases.
2. Improve the detection accuracy.
3. Hosting the app.

More resources

Pretty & simple image classifier app template

Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning

Open database of COVID-19 cases with chest X-ray or CT images