In order to write a TensorFlow mobile application, there are a few steps that we need to follow:

1. Create the TF (TensorFlow) model
2. Save the model
3. Freeze the graph

4. Optimize the model
5. Write the Android application and execute it

We will go through each of the steps in detail now.