aasha01 / CovidPredictionUsingXRay

Covid Prediction using Xray Image

A pretty and customizable web app to deploy your DL model with ease

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Getting started in 10 minutes

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

👇Screenshot:

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Local Installation

Clone the repo

$ git clone https://github.com/nursnaaz/DataScience-Webinar-Inceptez-28-06-2020.git

Install requirements

$ pip install -r requirements.txt

Make sure you have the following installed:

• Flask
• h5py
• Keras
• Keras-Applications
• Keras-Preprocessing
• numpy
• scikit-learn
• scipy
• tensorflow
• opencv-python

Run with Python

Python 3.7+ are supported and tested.

$ python app.py

Play

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

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Customization

Use your own model

Place your trained .h5 file saved by model.save() under models directory.

Deployment

heroku

Run the app

Run the script and hide it in background with tmux or screen.

$ python app.py

You can also use gunicorn instead of gevent

$ gunicorn --workers=50 --threads=20 --bind 0.0.0.0:8000 app:app

More deployment options, check here

More resources

Check my blog https://devskrol.com/ for more interesting topics.

Check my medium page https://aasha01.medium.com/