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Mask Detector Project

This project aims to detect whether the person in the video feed is wearing Mask or not by implementing mobilenet_v2 in the deep learning model and deploy it in web application with Flask

Details

  • train deep learning model using mobileNetv2 with dataSet from kaggle
  • develop an web interface using Flask

Technologies

  • Python
  • mobilenet_v2
  • OpenCV
  • Flask

DataSet

The dataset used for training the model is from :

https://www.kaggle.com/datasets/omkargurav/face-mask-dataset

Usage

You have to install the required packages, you can do it:

  • via pip
  pip install -r requirements.txt

Then to run the application you need to insert the next commands :

  $env:FLASK_APP="main.py"
  flask run