Superpowers with TensorFlow.js
Explore the potential of machine learning in JavaScript using TensorFlow.js in this 26-minute conference talk. Gain inspiration from creative prototypes and learn how to implement computer vision in the browser. Discover how to use ML anywhere JavaScript runs, including retraining and writing models. Delve into object recognition, face mesh, and body segmentation techniques. See practical applications like invisibility cloaking and teleportation effects. Learn about combining ML with web technologies for clothing size estimation. Explore transfer learning with Teachable Machine and Cloud AutoML. Understand TensorFlow.js APIs and model inference performance improvements. Get insights on client-side and server-side benefits of using TensorFlow.js. By the end, acquire the knowledge to start your own ML projects using JavaScript.