Face Mask Detection Based on skin tone

The system eases detecting task, and allow detecting many affectees at once. It expedites the process. COVID-19 has changed our daily life and continues to do so. One such instance is the reopening of stores and public institutes like museums, libraries, etc., which are now linked with new regulatio

Project Title

Face Mask Detection Based on skin tone

Project Area of Specialization

Artificial Intelligence

Project Summary

The system eases detecting task, and allow detecting many affectees at once. It expedites the process. COVID-19 has changed our daily life and continues to do so. One such instance is the reopening of stores and public institutes like museums, libraries, etc., which are now linked with new regulations. A basic provision is to compel customers and/or visitors to wear face masks and a staff member is required to check the visitor/customer’s mask detection. 

The goal of this research is to improve a human skin classifier that can accurately classify skin tones.

Project Objectives

masks have been confounding traditional facial recognition software, but these new machine learning tools could conceivably be used in private or public spaces to measure compliance and ostensibly take that out of the hands of individuals.

The goal of this research is to improve a human skin classifier that can accurately classify skin tones. This section will outline the methods used to achieve this goal, which is divided into two steps: skin segmentation and skin color modeling. Here we discuss only skin tone.

Project Implementation Method

Shift discriptors method

Tensoflow

Keras

Imutils

numpy

Scipy

Benefits of the Project

A system is required to check face masks in real time so that the crowed can be mininmized in offices, schools and universities door.

Skin modeling..

Selection of skin color tones..

Creation of decision rules...

Choice of skin color tones..

Technical Details of Final Deliverable

Anaconda

Final Deliverable of the Project

HW/SW integrated system

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com