Table 5 ET outcome of the SCGERS-STGCN approach with existing techniques.

From: Smart comprehend gesture based emotions recognition system for people with hearing disability utilizing spatio temporal graph convolutional network techniques

Approaches

ET (sec)

CNN-BiLSTM

10.67

1D-CNN

13.09

GPTDS

15.00

PC-TTA

9.56

Vis-Net

6.99

ViT-B/16/SAM

10.96

5-Layer Model

13.43

ResNet-50 algorithm

11.34

CNN classifier

9.12

GoogleNet method

17.94

Inception model

10.42

CNN-raspberry

12.19

SCGERS-STGCN

2.40

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