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
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
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Laptop, printer, thesis binding and A4 pages,ssd ,data cable,sensors, | Equipment | 1 | 70000 | 70000 |
| Total in (Rs) | 70000 |
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