Table 4 CT evaluation of AHARDP-DLSO methodology with existing techniques.

From: Advanced smart human activity recognition system for disabled people using artificial intelligence with snake optimizer techniques

Model

CT (sec)

AHARDP-DLSO

2.12

SVM

7.99

GRU

6.23

At-CapNet

7.98

CNN-LSTM

4.62

CNN Classifier

3.52

Baseline Model

3.97

VGG16 Model

6.44

Inception-V3

5.23

Xception Model

7.40

EfficientNet B0

4.98