Table 17.

Proposed model’s comparison with other studies.

Reference	Year	Methodology	Accuracy
[36]	2020	YOLOv3-tiny CNN + Face Feature Triangle + Face Feature Vector	94.32%
[34]	2021	MTCNN+DLIB+LSTM NN	88%
[30]	2021	Dlib + linear Support Vector Machine	92.5%
[29]	2022	2s-STGCN	93.4%
This study	2023	Dlib+ 15 layers CNN without data augmentation	96.69%