Machine Learning, Deep Learning, Computer Vision, Artificial Intelligence, Data Science.
help from the labels to make the model performing better. In CGAN (Conditional GAN), labels act as an extension to the latent space z to generate and discriminate images better. The top figure below is the regular GAN and the bottom adds labels to the generator and the discriminator to train both