TensorFlow Model Maker

The TensorFlow team have actually put together a product called the TensorFlow Model Maker that you can go ahead and try out. So basically take advantage of the large amounts of data that have been used to pre-train the model and then just customize it. And with today's TensorFlow like tooling, this is effectively a very easy thing to do even for developers who may not have a PhD in machine learning.