Demo application with the use of Tensorflow lite 1.13.1 and a .tflite that was created with the training of a Keras model.
First download this file from link and insert it in assets folder.
Download and build the repository inside android studio and you will have a complete application.
Also check out the generation of the .tflite file with the notebook: Keras_Soloupis_Transfer_Learning_Dogs.ipynb