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	—	Pix2Pix [105]
		CycleGAN [106]
		DualGAN [107]
		DiscoGAN [108]
		StarGAN [109]
		VAE-GAN [110]