Research Article
Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity
Table 5
Training and testing time comparisons among VGG16, SPP-based VGGNet, and MSP-based VGGNet.
| Methods | Single time | 5-fold time | Training | Testing | Total | Training | Testing | Total |
| VGG16 | 9 m 42 s | 2 m 37 s | 12 m 19 s | 48 m 30 s | 12 m 36 s | 61 m 6 s | SPP-based VGGNet | 7 m 30 s | 35 s | 8 m 5 s | 37 m 28 s | 2 m 44 s | 40 m 12 s | MSP-based VGGNet | 6 m 54 s | 30 s | 7 m 24 s | 34 m 27 s | 2 m 30 s | 36 m 57 s |
|
|