Questions tagged [conditional-gan]

I am currently training a conditional GAN for breast cancer images with three classes: benign, normal, and malignant. While researching evaluation methods, I found that GANs are commonly assessed using metrics like the Inception Score (IS) or the…

I am currently going through Conditional Adversarial Nets (CGANs) and the modified objective function of the two-player minimax game is stated as follows: $$\min_G \max_D V(D, G)=\mathbb E_{x\sim p_{data}(x)}[\log D(\textbf x|\textbf y)] + \mathbb…

In the research paper titled Conditional Generative Adversarial Nets by Mehdi Mirza and Simon Osindero, there is a notion of conditioning a neural network on a class label. It is mentioned in the abstract that we need to simply feed extra input $y$…