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An Icon Classifier Android App

Written by Margaret Maynard-Reid, ML GDE

This is an end to end tutorial from model training to deployment to an Android app:

  1. How to create an icon classifier with TFLite Model Maker, with just a few lines of code. Read the tutorial for details.
  2. Deploy the icons-50.tflite model to Android with just a few links of code with TensorFlow Lite metadata, Codegen and ML Model Binding in Android Studio Preview 4.1. Read the tutorial for details.

Many thanks to the TensorFlow Lite team for their great work on making this possible, and their support in helping answer my questions about these new features.