I'm totally new to TensorFlow and ML in general, but I've been curious about how this could fit into a system. Say you need a CNN text classifier algorithm to categorize simple single page documents. So you set one up via TensorFlow, train it with a big dataset, and get it outputting categories with decent accuracy. Could you then use some type of API and query it from a (low traffic) production web app? Or is it mor…
Yes, you could totally do that. Consider that the google translate app packages their trained network into the app itself, so it can do offline translation directly on the phone itself