Research Article
[Retracted] News Video Classification Model Based on ResNet-2 and Transfer Learning
Table 2
Comparison of different optimization algorithms.
| Experiment no. | Network models | Top-1 accuracy (%) | Average training time (s) |
| 1 | AlexNet | 87.09 | 0.653 | 2 | VGG16 | 87.52 | 0.662 | 3 | VGG19 | 88.13 | 0.613 | 4 | Inception-v3 | 87.81 | 0.283 | 5 | Inception-v4 | 88.95 | 0.525 | 6 | ResNet-50 | 86.15 | 0.176 | 7 | ResNet-101 | 87.94 | 0.304 | 8 | ResNet-152 | 89.28 | 0.441 | 9 | Inception-ResNet-v1 | 90.28 | 0.582 | 10 | Modified Inception-ResNet-v2 | 91.47 | 0.633 |
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