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Title: :  FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH
PaperId: :  17626
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17626
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MAHSHIYA V.MIES COLLEGE OF ENGINEERING , THRISSUR
MANJU V.MIES COLLEGE OF ENGINEERING , THRISSUR
Dr. G.KIRUTHIGAIES COLLEGE OF ENGINEERING , THRISSUR

Abstract

Computer Engineering
Machine Learning, YOLO Object Detection, TensorFlow, Keras, SG90 servo motor, arduino nano, Eucledian distance
This project aims to detect face masks and social distancing on a video feed using Machine Learning and Object Detection. TensorFlow and Keras were used to build a CNN model to detect face masks and it was trained on a dataset of 3800 images. YOLO Object detection was used to detect people in a frame and check for social distancing by calculating the Euclidean distance between the centroids of the detected boxes. Implemented a methodology for door opening for allowing entry only for the people who wear mask in work places. The hardware like sg90 servo motor and arduino nano are used for this purpose .And a voice message notification is also implemented when social distancing violation is detected. This two methodologies ensure more safety on the work places to prevent COVID-19 spread.

Citations

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IJARIIE MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 6-14
MLA MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 6-14.
APA MAHSHIYA V.M, MANJU V.M, & Dr. G.KIRUTHIGA. (2022). FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 6-14.
Chicago MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 6-14.
Oxford MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. 'FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 6-14. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FACE_MASK_AND_SOCIAL_DISTANCING_VIOLATION_DETECTION__A_COMPUTER_VISION_APPROACH_ijariie17626.pdf (Accessed : ).
Harvard MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. (2022) 'FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 6-14IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FACE_MASK_AND_SOCIAL_DISTANCING_VIOLATION_DETECTION__A_COMPUTER_VISION_APPROACH_ijariie17626.pdf (Accessed : )
IEEE MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA, "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 6-14, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/FACE_MASK_AND_SOCIAL_DISTANCING_VIOLATION_DETECTION__A_COMPUTER_VISION_APPROACH_ijariie17626.pdf [Accessed : ].
Turabian MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA. FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 6-14. Available from: https://ijariie.com/AdminUploadPdf/FACE_MASK_AND_SOCIAL_DISTANCING_VIOLATION_DETECTION__A_COMPUTER_VISION_APPROACH_ijariie17626.pdf
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