Face Mask detection based automated door built with Python and Arduino.
The basic idea developed when I started to learn about Arduino and wanted to create a project for social good. We all know it becomes very difficult to check whether a person is wearing a mask or not especially in crowded places. This is a prototype idea for a gate which can be installed at places like school, colleges, hospitals where it is not always possible to check manually whether a person is wearing a mask or not. Wearing mask has played an integral part in preventing the spread of the Covid-19 pandemic. It is our responsibility to keep ourselves and others safe.
This project is a Face-Mask-Detection based Gate which built with Python and Arduino UNO. The camera will check whether the person is wearing a face mask or not and based on that the gate will open otherwise not.
The project has been made with the help of Python using OpenCV library.For machine learning part for the face mask recognition has been trained and built using TensorFlow and Keras.The gate part was built with the help of Arduino UNO and Servo Motors.
Basic Working
gate=0;
// This part will be done using Python
if( person wears face mask ==true)
Return gate 1
Else
Return gate 0
// This part using Arduino, now the output value of the variable gate will be used for automating the gate.
if( gate == 1)
Return Opens Gate
Else
Return Gate not opened
Diagram
This project can be conveniently used at any place where there is a high chance of gatherings especially in school, universitties and hospitals.
https://drive.google.com/drive/folders/1WGRC64sO2nLBEFFAYWQ7I7zQpldQVwSu?usp=sharing