A web app to detect covid-19 from chest X-rays of patients
- Clone this repo
- Install requirements
- Run the script
- Go to http://localhost:5000
- Done! 🎉
👇 Screenshot:
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_appOpen http://localhost:5000 and wait till the webpage is loaded.
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.pyOpen http://localhost:5000 and have fun. 😃
- Enrich the dataset with another real cases.
- Improve the detection accuracy.
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