Running your Deep Learning models in a browser using Tensorflow.js and ONNX.js

Today we will discuss how to launch semantic segmentation and style transfer models in your browser using Tensorflow.js and ONNX.js. The purpose of this article is to determine if relatively large models can be used in a browser on your PC and mobile device. TensorFlow.js is a library for machine learning in JavaScript. It allows us to run existing models or train your own in the browser. The current version of Tensorflow.js, 1.2.7, supports quite a wide range of operations, while most of them are almost the same as in Tensorflow, others such as tf.browser.fromPixels