Research Article

A Novel Deep Convolutional Neural Network Model to Monitor People following Guidelines to Avoid COVID-19

Table 1

The categories in the Controlled_COVID-19 dataset along with the number of images divided into train and test datasets.

LabelCategoryTrainTest

0Coughing880176
1No social distance760152
2With gloves785157
3Handshaking865173
4Without gloves1015203
5With mask830166
6No handshaking1105221
7Spitting700140
8Social distance845169
9Hugging735147
10Without mask705141
11Sneezing675135