Application of an Improved DCGAN for Image Generation

Table 2

Main parameters of the GANs.

Parameter	Value
BATCHSIZE	32
EPOCH	100,000
LEARNINGRATE (GANs)	0.0002
LEARNINGRATE (Discriminator)	0.0002
DECAY (Discriminator)	0.000000009
ALPHA (LeakyReLU)	0.2
MOMENTUM (batch normalization)	0.8
OUTPUTWIDTH	28
OUTPUTHIGHT	28
OUTPUTCHANNEL	1
LATENTSIZE	100