khaledbay / covid19

Detector

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

Please follow these steps to run app

• 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/khaledbay/Detector
$ cd 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/khaledbay/Detector
$ cd 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

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