Glossary term
Glossary term
Foundations
Any small model designed to run on small devices with limited computational resources. For example, compact models can run on mobile phones, tablets, or embedded systems.
Created for this library
A mobile app team deploys a compact model on device so personalized recommendations work without sending data to the cloud.
An IoT vendor ships a compact model inside its industrial sensor so vibration anomalies can be flagged at the edge with no network round trip.
A consumer electronics maker uses a compact model in its smart camera so person detection runs locally even when the home network is offline.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License