deewan07/covid19-detection

CoronaVirus (COVID-19) detection using X_Ray Images

Covid-19 X-rays Detector

A web app to detect covid-19 from chest X-rays of patients

Getting started

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

👇 Screenshot:

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Run with Docker

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

# 1. First, clone the repo
$ git clone https://github.com/chiragsamal/COVID19-Detection.git
$ 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 System Installation

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

# 1. First, clone the repo
$ git clone https://github.com/chiragsamal/COVID19-Detection.git
$ 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. 😃

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Future work

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

References

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

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

Covid-19 X rays