Skip to content

Face Mask detector using deep learning models and frameworks such as TensorFlow, Face-API and Keras.

Notifications You must be signed in to change notification settings

javi-aranda/FaceMask

 
 

Repository files navigation

Face Mask Detector

face_mask

This is a deep learning project which is using face-api for face detection and using Deep Learning with Tensorflow js, face-api.js, Flask and Keras.

  • python==3.6

Modules needed to run web app locally:

  • gunicorn==20.0.4
  • flask
  • Flask-Bootstrap==3.3.7.1
  • numpy==1.19.4

Our App is currently deployed here

Deploy Locally

Run python app.py and navigate on your web browser to https://<your-public-ip>:5000.

Deploy to Heroku

  1. Install Heroku CLI
  2. Sign up to Heroku CLI
  3. Run cd poc_flask_app
  4. Run git init
  5. Run git add .
  6. Run git commit -m "first commit"
  7. Run heroku login
  8. Run heroku create your-app-name
  9. Run git push heroku master
  10. App will be deployed to https://your-app-name.herokuapp.com

Scripts

video_app.py is a script to open a native camera application on your computer (not accesible via web) for development purposes.

About

Face Mask detector using deep learning models and frameworks such as TensorFlow, Face-API and Keras.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 99.2%
  • Other 0.8%