Glossary term
Glossary term
Architecture
A system to create new data in which a generator creates data and a discriminator determines whether that created data is valid or invalid.
See the Generative Adversarial Networks course for more information.
Created for this library
A synthetic data startup uses a generative adversarial network to produce realistic financial time series for stress-testing downstream models.
A computer vision team uses a generative adversarial network to generate additional training images for rare defect classes in manufacturing.
A research team uses a generative adversarial network to produce synthetic medical scans that mimic the texture of real images for augmentation.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License