Improvement and Application of Generative Adversarial Networks Algorithm Based on Transfer Learning

Table 1

The experimental comparison table.

Dataset	Algorithm	Instruction
MNIST	Original generative adversarial network	The experimental results of the original network and the improved network are shown, which show the effectiveness of improved network
	Improved original generative adversarial network
CIFAR10	Deep convolution generative adversarial network
	Improved deep convolution generative adversarial network
LSUN	WGAN-GP
	Improved WGAN-GP