Computer Vision, Deep Learning, Generative Adversarial, Generator, Gans.
actual data as real, then it is doing a good job otherwise it is misclassifying the output and the model needs to be retrained for this input. Hence when the discriminator classifies a fake image as real or a real image as fake, it is penalised with the discriminator loss and this loss is