Author Login IJIRT Partner Network (IPN) Login

Detection of Face Mask Using Deep Learning

  • Unique Paper ID: 155414
  • Volume: 9
  • Issue: 1
  • PageNo: 698-701
  • Abstract:
  • Today the biggest problem the world is facing above all the natural disasters is the Covid-19. It's been more than a year but the solution to the issue is still at a far fetch. However, we still have few ways to control the outbreak as instructed by the WHO (World Health Organization). A few among them are wearing a mask and maintaining social distance. The objective of the paper is to detect face masks in a public gathering or an event. The algorithm used in this paper to achieve the objective is MobileNet V2. An image of a few people wearing a mask and without wearing a mask is used as an input dataset. The proposed process includes dataset pre-processing, data augmentation, training, testing and image segmentation. With the help of the Mask R-CNN algorithm, will get a segmented image of the input dataset of people wearing a mask and people not wearing a mask. The proposed algorithm can be merged with real time applications at airports, railway stations, workplaces, schools, and other public places to ensure compliance with the guidelines for public safety.
email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 9
  • Issue: 1
  • PageNo: 698-701

Detection of Face Mask Using Deep Learning

Related Articles

05 Jun, 2022

Automatic Head Light Dimmer using Arduino

Read More
25 May, 2022

Detection of Cyberbullying on Social Media Using Machine Learning

Read More
Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry