This is the last project of this book. So, for a bit of fun, let's build on the previous chapter's project, but give it a twist. There's an Asian rapper called MC Hot Dog. So let's build a face-recognition system to determine whether a face is HotDog or Not HotDog.
What we want to do is to read an image off a webcam, and use MachineBox to determine whether MC Hot Dog is in the picture. We'll once again be using GoCV to read images off the webcam, but, this time, the image will be sent to MachineBox for classification.
The project
Training
MachineBox is a machine learning system as a service. It has, presumably, in some backend somewhere, a general model—say, a convolutional neural network...