In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning is interestingBuilding Android apps with Jetpack ComposeHow to build and train a simple neural network using TensorflowHow to convert the model to the Tensorflow lite format which is optimized to run on resource constrained devices (microcontrollers, microprocessors)How to integrate the Tensorflow lite model in your Android app and make predictions!Let's dive in!Note: This newsletter does not include code snippets for the tasks above. Please see the full post and links to sample code here.
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Running Machine Learning Models on Android…
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In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning is interestingBuilding Android apps with Jetpack ComposeHow to build and train a simple neural network using TensorflowHow to convert the model to the Tensorflow lite format which is optimized to run on resource constrained devices (microcontrollers, microprocessors)How to integrate the Tensorflow lite model in your Android app and make predictions!Let's dive in!Note: This newsletter does not include code snippets for the tasks above. Please see the full post and links to sample code here.