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