Table 3 Comparison of different activation functions tested on proposed B-DCNN Arc-2 model on EKFD
From: Face recognition with Bayesian convolutional networks for robust surveillance systems
Activation function | Time comparison | Accuracy comparison on EKFD (%) | ||
|---|---|---|---|---|
Average training time (s/epoch) | Average prediction time (ms) | DCNN | B-DCNN | |
ReLU | 96.8 | 2.94 | 94.2 | 98.1 |
LeakyReLU | 98.1 | 3.21 | 94.2 | 98.1 |
ELU | 99.1 | 3.38 | 92.3 | 94.2 |