TensorFlow.js

TensorFlow.js is an open source machine learning platform for JavaScript and web development, functioning as a library for machine learning in JavaScript. It is intended for JavaScript developers who want to develop, train, and deploy ML models in the browser, Node.js, or Google Cloud Platform. Its key capabilities include running existing models, such as using off-the-shelf JavaScript models or converting Python TensorFlow models to run in the browser or under Node.js. Users can also retrain pre-existing ML models using their own data through transfer learning to customize models. Additionally, the platform allows users to build and train models directly in JavaScript using flexible and intuitive APIs. The website provides tutorials with complete, end-to-end examples, pre-trained out-of-the-box models for common use cases, and live demos that run in the browser. For those new to machine learning, a video course is available to gain practical working knowledge of ML using web technologies. The platform also includes community participation options and a blog for news and announcements.