The Open Neural Network Exchange (ONNX) is an open standard for representing machine learning models. With ONNX, AI developers can more easily move models between state-of-the-art tools and choose combinations that are best for them. ONNX is developed and supported by a community of partners including AWS, Facebook OpenSource, Microsoft, AMD, IBM, Intel AI, etc.
On November 29th, 2018 Microsoft entered the arena of AI on browsers with the announcement for ONNX.js, their open-source library to run ONNX models on browsers. This is yet another option for web developers for running ML models on browsers and build amazing user experiences on the web.
With the development of Keras.js & TensorFlow.js, Microsoft had to come up with a solution that can deliver better results along with a good developer experience. IMHO, Microsoft succeeded in the performance arena to a large extent. Here are a few things that make it stand out.