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Mobile Neural Networks On Android with TensorFlow Lite

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Setting Up an Android AI Development Environment

This is the first in a series of articles on using TensorFlow Lite on Android to bring the power of machine learning and deep neural networks to mobile application

Added 17 Sep 2020
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Using an ONNX Neural Network Model with TensorFlow Lite on Android

In this article we will take a pre-trained neural network and adapt it for use in TensorFlow Lite.

Added 17 Sep 2020
2

Creating an Android AI App With Tensorflow Lite

In this article we will create an Android application and import our TensorFlow Lite model into it.

Added 18 Sep 2020
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Visualizing TensorFlow Lite AI Results on Android

In the previous installation of this series, a TensorFlow Lite interpreter had examined an image and produced its output. In this article we learn how to interpret these results and create visualizations for them.

Added 21 Sep 2020
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Android Tensorflow Lite Best Practices and Optimizations

In this article we will consider the ways in which the network could be further optimized.

Added 22 Sep 2020
5

Training Your Own TensorFlow Neural Network For Android

In this article we will generate output from a program will provide a TensorFlow freeze graph ready to be used or converted to TensorFlow Lite.

Added 23 Sep 2020