GANs Failure Modes: How to Identify and Monitor Them

A Generative Adversarial Network is a combination of two sub-networks, which compete with each other while training in order to generate realistic data. A Generator Network generates genuine looking artificial data while Discriminator Network identifies if the data is artificial or real. While GANs are powerful models, they can be rather difficult to train. We […]

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