Research on the Generation of Creative Animation Driven by Deep Learning Model

Table 1

The evaluation results of three models.

Model	Evaluation indicators
	IS		FID
	CelebA data set	Animation	CelebA data set	Animation
DCGAN	6.22 ± 0.13	6.56 ± 0.25	43.22 ± 0.22	39.52 ± 0.12
WGAN	7.01 ± 0.15	7.12 ± 0.18	40.55 ± 0.10	36.36 ± 0.22
The proposed GAN model	7.45 ± 0.22	7.88 ± 0.24	35.69 ± 0.23	31.28 ± 0.26