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1.
Lecture Notes in Networks and Systems ; 473:377-384, 2023.
Article in English | Scopus | ID: covidwho-2243546

ABSTRACT

A convolutional neural network (CNN) has one or more layers and is mainly used for image processing, classification, segmentation. CNN is commonly used for satellite image capturing or classifying hand written letters and digits. In this particular project, a convolutional neural network is trained to predict whether a person is wearing a mask or not. The training is done by using a set of masked and unmasked images which constitutes the training data. The performance of the trained model is evaluated on the test dataset, and the accuracy of the prediction is observed. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

2.
International Conference on Innovative Computing and Communications, Icicc 2022, Vol 1 ; 473:377-384, 2023.
Article in English | Web of Science | ID: covidwho-2094513

ABSTRACT

A convolutional neural network (CNN) has one or more layers and is mainly used for image processing, classification, segmentation. CNN is commonly used for satellite image capturing or classifying hand written letters and digits. In this particular project, a convolutional neural network is trained to predict whether a person is wearing a mask or not. The training is done by using a set of masked and unmasked images which constitutes the training data. The performance of the trained model is evaluated on the test dataset, and the accuracy of the prediction is observed.

3.
International Journal of Infectious Diseases ; 101:233-234, 2020.
Article in English | Web of Science | ID: covidwho-1086038
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