TensorFlow.js is a library for machine learning in JavaScript
Develop ML models in JavaScript, and use ML directly in the browser or in Node.js.
How it works
Run existing models
Use off-the-shelf JavaScript models or convert Python TensorFlow models to run in the browser or under Node.js.
Retrain existing models
Retrain pre-existing ML models using your own data.
Develop ML with JavaScript
Build and train models directly in JavaScript using flexible and intuitive APIs.
Demos
LipSync was created as a playful way to demonstrate machine learning in the browser with TensorFlow.js and the Facemesh model. We partnered with Australian singer Tones and I to let you lip sync to Dance Monkey in this demonstration.
See what people have been creating with some epic demos that can give you superpowers in the browser and beyond! Use the #MadeWithTFJS hashtag if you would like to be featured at future events.
This release includes several improvements, optimizations, and models. Check out the release notes for breaking changes and how to upgrade.
Hugging Face, an AI startup, addresses the production challenges of NLP through use of low-resource models and non-Python frameworks.
