Research Article
New Visual Expression of Anime Film Based on Artificial Intelligence and Machine Learning Technology
Table 1
Hyperparameter combinations and corresponding accuracy of some convolutional neural networks.
| Batch size | Number of iterations | Convolutional layers | Learning rate | Dropout | Accuracy |
| 200 | 200 | 3 | 0.001 | 0.75 | 25.55% | 100 | 200 | 3 | 0.0008 | 0.75 | 14.28% | 200 | 200 | 3 | 0.0008 | 0.75 | 30.22% | 200 | 200 | 3 | 0.0008 | 0.2 | 3% | 200 | 200 | 7 | 0.001 | 0.75 | 31.22% | 100 | 200 | 7 | 0.0008 | 0.75 | 44.98% | 200 | 200 | 7 | 0.0008 | 0.75 | 48.98% | 200 | 200 | 7 | 0.0008 | 0.2 | 6.55% | 200 | 200 | 11 | 0.001 | 0.75 | 44.55% | 100 | 200 | 11 | 0.0008 | 0.75 | 53.22% | 200 | 200 | 11 | 0.0008 | 0.2 | 14.99% | 200 | 200 | 11 | 0.0008 | 0.75 | 57.55% |
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