Glossary term
Glossary term
Architecture
The subsystem within a generative adversarial network that creates new examples.
Contrast with discriminative model.
Created for this library
A synthetic data startup uses a generator in its GAN setup to produce realistic transaction streams without exposing real customer records.
A computer vision team trains a generator network to produce synthetic images of rare defects for augmenting a quality-control dataset.
A research team uses a generator to produce paraphrased variants of customer support tickets so its classifier sees a more diverse training set.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License