Bei Yan, Li Zhang, Jianlin Zhang, Zhiyong Xu. Image Generation Method for Adversarial Network Based on Residual Structure[J]. Laser & Optoelectronics Progress, 2020, 57(18): 181504
- Laser & Optoelectronics Progress
- Vol. 57, Issue 18, 181504 (2020)
Fig. 1. Flow chart of GAN
Fig. 2. Structure of RBU
Fig. 3. RBU of generator
Fig. 4. Generator model
Fig. 5. RBU of discriminator
Fig. 6. Discriminator model
Fig. 7. Generated images of SVHN dataset under different epochs
Fig. 8. Generated images of Cifar-10 dataset under different epochs
Fig. 9. Generated images of CelebA dataset under different epochs
Fig. 10. Generated images of each dataset after 200 epochs
Fig. 11. IS change on SVHN dataset
Fig. 12. IS change on Cifar-10 dataset
Fig. 13. IS change on CelebA dataset
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Table 1. IS of different datasets
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