Glossary term
Glossary term
Architecture
A system that determines whether examples are real or fake.
Alternatively, the subsystem within a generative adversarial network that determines whether the examples created by the generator are real or fake.
See The discriminator in the GAN course for more information.
Created for this library
A synthetic data startup uses a discriminator to train a generator that produces realistic but privacy-safe customer transaction streams.
A research team uses a discriminator in a GAN to push the generator toward producing more realistic medical images for augmentation.
An ML team uses a discriminator network to score how well synthetic images match the distribution of real images during GAN training.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License