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TensorFlow Lite code lab for implementing a custom flower classifier.

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Recogonize Flowers with TensorFLow Lite Model Maker and Android Studio ML Model Binding

This folder contains the code for the TensorFlow Lite codelab:

Introduction

This beta codelab introduces the latest tooling using TensorFlow Lite Model Maker and Android Studio 4.1 Beta 1 or above. In addition, it will require access to a physical Android device to test. If you prefer to use the stable version of this codelab, follow this codelab instead.

In these codelabs, you will learn:

  • How to train your own custom image classifier using TensorFlow Lite Model Maker.
  • How to use Android Studio to import the TensorFlow Lite model to integrate the custom model in an Android app using CameraX.
  • How to use GPU on your phone to accelerate your model.

Pre-requisites

Android Studio 4.1 Beta 1 or above

Getting Started

Visit the Google codelabs site to follow along the guided steps.

Support

License

Copyright (C) 2020 The Android Open Source Project

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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TensorFlow Lite code lab for implementing a custom flower classifier.

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