How to Identify and Diagnose GAN Failure Modes - MachineLearningMastery.com
How to Identify Unstable Models When Training Generative Adversarial Networks. GANs are difficult to train. The reason they are difficult to train is that both the generator model and the discrimin...
Source: MachineLearningMastery.com
How to Identify Unstable Models When Training Generative Adversarial Networks. GANs are difficult to train. The reason they are difficult to train is that both the generator model and the discriminator model are trained simultaneously in a zero sum game. This means that improvements to one model come at the expense of the other model. […]