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%