Deep Learning and Mobile Apps

I have been wondering ,after training out models and getting satisfactory results how do we integrate the model to build an app around it.

Suppose ,I created a dog and cat clarifier now I was to take an image of some animal and find out what it is.

Just as food for curiosity ,any leads and resources regarding this would be appreciated.
Thanks in advance :grin:

If you’re on PyTorch, this should get you started:

For Keras, this might help: (by converting to TF-Lite)

Or if you’re looking to deploy your model on a server (locally for now) and an app to consume it as an API, check this: