Glossary term
Glossary term
Foundations
A neural network containing more than one hidden layer.
A deep model is also called a deep neural network.
Contrast with wide model.
Created for this library
A computer vision team trains a deep model with dozens of layers on the proprietary product catalog of a large retailer.
A speech recognition team uses a deep model for its acoustic component because shallow models cannot capture the necessary temporal structure.
A document understanding team selects a deep transformer model to handle long-context contract review where context spans many pages.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License