> How do I take that model and make a real image OCR that can take a photo from my phone and analyse it?

I assume you're talking about some kind of endpoint to submit the image to, and offload the computation entirely.

However I just wanted to clarify for people that are new to this, that running the neural net on a mobile device usually requires entirely different models, because of the memory/compute limitations. It's a rapidly developing field, but it is not quite as accessible as developing for desktops yet.

I do believe Tensorflow allows you to run models on mobile now though [0]

[0]: https://www.tensorflow.org/mobile/