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
2025-06-28 16:27:11 - Adil Khan
Face Mask Detection Based on skin tone
Project Area of Specialization Artificial IntelligenceProject SummaryThe 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 Objectivesmasks 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 MethodShift discriptors method
Tensoflow
Keras
Imutils
numpy
Scipy
Benefits of the ProjectA 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 DeliverableAnaconda
Final Deliverable of the Project HW/SW integrated systemCore Industry ITOther IndustriesCore Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 70000 | |||
| Laptop, printer, thesis binding and A4 pages,ssd ,data cable,sensors, | Equipment | 1 | 70000 | 70000 |