Web Machine Learning

Enable efficient ML inference in the browser

W3C Web Machine Learning Working Group standardizes Web APIs for in-device machine learning inference working together with the W3C ecosystem using well-received Community Group incubations as its seeds. Its sister Web Machine Learning Community Group incubates new proposals and is the place where new ideas are discussed and explored before formal standardization.

Web Machine Learning

Combining the best of both worlds

by taking advantage of performant numerical computation capabilities and the reach of the web

Low Latency
In-browser inference enables novel use cases with local media sources.
Privacy Preserving
User data stays on-device and preserves user-privacy.
High Availability
No reliance on the network after initial asset caching enables offline use cases.
Low Cost
Computing on client devices means no server farms needed.