Paper Title : SOCIAL DISTANCING AND MASK DETECTOR

ISSN : 2394-2231
Year of Publication : 2022

10.5281/zenodo.6578459

Authors: Ankush Pawar, Dhanashree Kamble, Chetana Pawar, Arpita Sagar, Dr. Gitika Narang

         



MLA Style: SOCIAL DISTANCING AND MASK DETECTOR "Ankush Pawar, Dhanashree Kamble, Chetana Pawar, Arpita Sagar, Dr. Gitika Narang" Volume 9 - Issue 3 International Journal of Computer Techniques (IJCT) ,ISSN:2394-2231 , www.ijctjournal.org

APA Style: SOCIAL DISTANCING AND MASK DETECTOR "Ankush Pawar, Dhanashree Kamble, Chetana Pawar, Arpita Sagar, Dr. Gitika Narang" Volume 9 - Issue 3 International Journal of Computer Techniques (IJCT) ,ISSN:2394-2231 , www.ijctjournal.org

Abstract
Social Distancing finder utilizing Machine learning is one of the profound methods at the side of computerization to identify infringement of social Separate between individuals. Here we used YOLOv3 Calculation for following and identifying individuals, with the assistance of Ruddy and Green colour outline or Bounding box utilized to appear the infringement of social separating and inviolability of social removing individually. Caution framework is playing an imperative important part to preserve the infringement of social Remove.Covid19 has given a new identity for wearing a mask. Accurately and efficiently detecting masked faces is increasingly meaningful. As a unique face detection task, face mask detection is much more difficult because of extreme occlusions which lead to the loss of face details. Besides, there is almost no existing large-scale accurately labelled masked face dataset, which increases the difficulty of face mask detection. The CNN-based deep learning algorithms have made great breakthroughs in many computer vision areas including face detection. In this, we propose a new CNN-based cascade framework, which consists of three carefully designed convolutional neural networks to detect face masks and their type. Besides, we have made provision for a sanitization tunnel after the first task of detecting proper masks and checking body temperature.

Reference
[1]“Social distancing detection with deep learning model" Yew Cheong Hou, Mohd Zafri Baharuddin, Salman Yussof, Sumayyah Dzulkifly 2020 8th International Conference on Information Technology and Multimedia(ICIMU). [2]"measure: ASocialDistancingDetector"SavyasachiGupta, RudrakshKapil, GouthamKanahasabai, ShreyasSrinivasJoshi, AniruddhaSrinivasJoshi 12th International Conference on Computational Intelligence and Communication Networks. [3] Deep learning project Social Distancing Detector-python project Code With Kiran:https://youtu.be/d-1zQK7MjvQ. [4] "Social Distancing Detector using Machine learning"https://www.pyimagesearch.com/2020/06/01/opencv-social-distancing-detector. [5] How to work with Object Detey with COCO Format:https://towardsdatascience.com/how-to-work-with-object-detection-datasets-in-coco-format-9bf4fb5848a4. [6]Learn Opencv tutorial:https://www.javatpoint.com/opencv.

Keywords
— Yolo algorithm, Social Distancing, machine learning, face mask detection.