Facemask Detector using machine learning Techniques
Abstract & Details
Research Area
Computer Science Engineering
Keywords
Open CV
Keras
Tensorflow
Convolution Neural Network Algorith
Abstract
worldwide covid is spreading one person to one
.world health organization(WHO) issued some important
rules to fight against Covid-19.According to WHO ,wearing
facemask is a important measure to avoid spread of covid-19
in crowded areas and public places. To detect the person
wheather is wearing a facemask or not it becoming a
challenge. By using man power it is very difficult to identify
a person wearing facemask a in large groups. Hence we
propose a detector which detect a person facemask using
machine learning, image processing techniques and deep
learning. A person can observe and detect facemask can do
by sitting in remote areas and can observe effectively and
provide directions accordingly.Using deep learning
algorithms like Convolution Neural Networks used to train
the models to detect a person wearing facemask or not.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Ramya GS | DayanandSagar Academy of Technology and managment |
| 2 | Prerana Kashyap | DayanandSagar Academy of Technology and managment |
| 3 | Thatishetty Anitha | DayanandSagar Academy of Technology and managment |
| 4 | R K ritika | DayanandSagar Academy of Technology and managment |
| 5 | Keertika | DayanandSagar Academy of Technology and managment |
How to Cite
Use the following formats to cite this article in your research.
APA Style
GS, Ramya, Kashyap, Prerana, Anitha, Thatishetty, ritika, R K, & Keertika (2021). Facemask Detector using machine learning Techniques. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 2644-2649.
MLA Style
GS, Ramya, et al. "Facemask Detector using machine learning Techniques." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 2644-2649.
IEEE Style
Ramya GS, Prerana Kashyap, Thatishetty Anitha, R K ritika, and Keertika, "Facemask Detector using machine learning Techniques," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 2644-2649, 2021.
Vancouver Style
GS Ramya, Kashyap Prerana, Anitha Thatishetty, ritika R K, Keertika. Facemask Detector using machine learning Techniques. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):2644-2649.
Harvard Style
GS, Ramya, Kashyap, Prerana, Anitha, Thatishetty, ritika, R K, & Keertika (2021) 'Facemask Detector using machine learning Techniques', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 2644-2649.
Chicago Style
GS, Ramya, et al. "Facemask Detector using machine learning Techniques." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 2644-2649.
Turabian Style
GS, Ramya, et al. "Facemask Detector using machine learning Techniques." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 2644-2649.
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