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. 2023 Oct 26;23(21):8741. doi: 10.3390/s23218741

Table 16.

Comparison of computational time for each model.

Architecture Total Time (in Hours)
CNN-1 without Data Augmentation 3.24
CNN-1 with Data Augmentation 3.70
CNN-2 without Data Augmentation 2.89
CNN-2 with Data Augmentation 3.01
Hybrid CNN-RNN without Data Augmentation 3.74
Hybrid CNN-RNN with Data Augmentation 3.82