What is a generator in GANs?
The generator tries to create fake images from random noise signals and outputs images. Its objective is to fool the discriminator. The labels of the generator are marked as:
- Label = 1.0 : indicates real images.
- Label = 0.0 : indicates fake images.
The neural network of the generator is usually a reversed CNN.