Open AccessA Fast and Accurate System for Face Mask Detection in Public Places
Author(s) -
Nourin Naushad
Publication year - 2021
Publication title -
international journal for research in applied science and engineering technology
Language(s) - English
Resource type - Journals
ISSN - 2321-9653
DOI - 10.22214/ijraset.2021.34967
Subject(s) - face (sociological concept) , pandemic , internet privacy , public space , task (project management) , space (punctuation) , covid-19 , cover (algebra) , identification (biology) , pedestrian , computer security , point (geometry) , public relations , sociology , computer science , political science , geography , medicine , engineering , disease , social science , mathematics , systems engineering , architectural engineering , archaeology , pathology , biology , operating system , geometry , mechanical engineering , botany , infectious disease (medical specialty)
Changes in the way of life of everybody around the world. In those progressions wearing a cover has been indispensable to each person. Location of individuals who are not wearing veils is a test because of Outbreak of the Coronavirus pandemic has made different the enormous number of populaces. The COVID-19 pandemic has reshaped life. Numerous of us are remaining at home, staying away from individuals in the city and changing every day propensities, such as going to class or work, in manners we never envisioned. While we are changing old practices, there are new schedules we need to receive. Most importantly is the propensity for wearing a veil or face covering at whatever point we are in a public space. Veils and face covers can forestall the wearer from communicating the COVID-19 infection to other people and may give some assurance to the wearer. All-inclusive cover use can altogether diminish infection transmission locally by forestalling anybody, including the individuals who are accidentally conveying the infection, from communicating it to other people. Along these lines, the significance of wearing veil and its identification is exceptionally clear. Face veil recognition frameworks are currently progressively significant, particularly in keen medical clinics for viable patient consideration. They're likewise significant in arenas, air terminals, stockrooms, and other swarmed spaces where pedestrian activity is weighty and security guidelines are basic to defending everybody's wellbeing. Face veil recognition framework can guarantee our security and the security of others. This task can be utilized in schools, clinics, banks, air terminals, and so forth as a digitized examining instrument. The procedure of recognizing individuals' countenances and isolating them into two classes in particular individuals with covers and individuals without covers is finished with the assistance of picture handling and profound learning. With the assistance of this task, an individual who is expected to screen individuals can be situated in a far off region furthermore, still can screen productively and give directions appropriately. Different libraries of python like Open CV, Tensor Flow and Keras are utilized. In Deep Learning Convolution Neural Networks is a class Deep Neural Networks which is used to prepare the models in this task.