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From a keras model to a Tensor flow to a tflite optimized model to an android app

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HichemMaiza/tensorflow-lite-starter-app

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TFlite Starter App

Goal

Illustrate the different steps to deploy a tensorflow deep learning model. this tuto is divided into two parts

  1. The first part

    • training the model => result : model.h5
    • transforming into protobuff tensorflow graph format => result : model.pb
    • transforming into tflite format => result : model.tflite
  2. The second part

    • build the android app
    • compile tflite dependencies
    • define input/output model shapes
    • run inference

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From a keras model to a Tensor flow to a tflite optimized model to an android app

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