Computer Vision, Deep Learning, Generative Adversarial, Generator, Gans.
is a convolutional neural network (CNN) that does a binary classification. The input to this CNN is an image and the discriminator needs to classify it as a real image or a fake image. GAN Loss — Intuition As discussed earlier, there are two neural networks involved in the GAN architecture and