Chapter 10

1. ONNX is an open source standard to store an ML model in a file, which can be exchanged and consumed by different types of applications. Being portable, it's a good fit for Edge scenarios, where the model must be evaluated locally.
2. False. Thanks to WinML, an ML model can be evaluated on the local machine, without needing any internet connection and any communication with a cloud service.
3. Custom Vision is a service provided by Azure that removes the complexity of learning ML algorithms to train a model to recognize objects, sentiments, and so on. You just need to provide a series of images as input, classify them, and train the model. Custom Vision is a great companion for WinML since you can export the trained model to ONNX.