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Title: :  PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES
PaperId: :  19738
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19738
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Husna SultanaBHAGWANT University, Ajmer
Dr.ShivaniBHAGWANT University, Ajmer

Abstract

Computer Science
Machine learning, Image processing, Covid-19,Delta variant, Mask Detection, Health Emergency, Classification Algorithms.
In the world, viruses like Covid-19 emerge causing health emergencies, pandemics, discomfort and poor financial conditions. Due to changing structure of the virus, pharmaceutical companies are working hard to develop effective treatments. It has taught the importance of safety precautions. Present paper proposes an innovative method to automate face mask detection with biometric attendance. Proposed method works in four phases. In the first phase, images of all individuals are collected and stored in a centralized database. During second phase collected image samples are loaded in to a model for training and a separate suite is maintained for every individual. In the third phase employee’ images are collected and checked with centralized database to prepare a list of employees not wearing face masks. In the fourth phase prepared list is displayed using visualization techniques and implementation is done using machine learning classification algorithms. This method helps to trace the employees not wearing masks during working.

Citations

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IJARIIE Husna Sultana, and Dr.Shivani. "PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2180-2188
MLA Husna Sultana, and Dr.Shivani. "PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2180-2188.
APA Husna Sultana, & Dr.Shivani. (2023). PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2180-2188.
Chicago Husna Sultana, and Dr.Shivani. "PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2180-2188.
Oxford Husna Sultana, and Dr.Shivani. 'PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2180-2188. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/PREDICTING_HUMANS_FROM_SPREAD_OF_DELTA_VARIANT_TYPE_COVID_19_VIRUS_BY_EMBEDDED_WITH_FACE_MASK_DETECTION_AND_RECOGNITION_USING_MACHINE_LEARNING_TECHNIQUES_ijariie19738.pdf (Accessed : 08 October 2024).
Harvard Husna Sultana, and Dr.Shivani. (2023) 'PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2180-2188IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/PREDICTING_HUMANS_FROM_SPREAD_OF_DELTA_VARIANT_TYPE_COVID_19_VIRUS_BY_EMBEDDED_WITH_FACE_MASK_DETECTION_AND_RECOGNITION_USING_MACHINE_LEARNING_TECHNIQUES_ijariie19738.pdf (Accessed : 08 October 2024)
IEEE Husna Sultana, and Dr.Shivani, "PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2180-2188, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/PREDICTING_HUMANS_FROM_SPREAD_OF_DELTA_VARIANT_TYPE_COVID_19_VIRUS_BY_EMBEDDED_WITH_FACE_MASK_DETECTION_AND_RECOGNITION_USING_MACHINE_LEARNING_TECHNIQUES_ijariie19738.pdf [Accessed : 08 October 2024].
Turabian Husna Sultana, and Dr.Shivani. "PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (08 October 2024).
Vancouver Husna Sultana, and Dr.Shivani. PREDICTING HUMANS FROM SPREAD OF DELTA VARIANT TYPE COVID-19 VIRUS BY EMBEDDED WITH FACE MASK DETECTION AND RECOGNITION USING MACHINE LEARNING TECHNIQUES. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 08 October 2024]; 9(2) : 2180-2188. Available from: http://ijariie.com/AdminUploadPdf/PREDICTING_HUMANS_FROM_SPREAD_OF_DELTA_VARIANT_TYPE_COVID_19_VIRUS_BY_EMBEDDED_WITH_FACE_MASK_DETECTION_AND_RECOGNITION_USING_MACHINE_LEARNING_TECHNIQUES_ijariie19738.pdf
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