Review Article
Deep Learning for Retail Product Recognition: Challenges and Techniques
Table 4
Summary of models based on the structures of VAE and GAN for image synthesis.
| Synthesis type | VAE | GANs |
| Image generation | VAE [96] | GAN [97] | cVAE [99] | CGAN [100] | Attribute2Image [101] | DCGAN [102] | Multistage VAE [103] | InfoGAN [104] |
| Image translation | ā | Pix2Pix [105] | CycleGAN [106] | DualGAN [107] | DiscoGAN [108] | StarGAN [109] | VAE-GAN [110] |
|
|