Comment by apadmarao

I have a basic understanding of machine learning and absolutely no understanding of TensorFlow.

Can someone help me understand what is going on here?

Are we doing just doing prediction for a model on a mobile device instead of in the cloud? If so, for what kinds of scenarios is this useful?