AppoMobi.Maui.TensorFlow.Lite 1.0.0.2

This package has been deprecated as it has critical bugs.

There is a newer version of this package available.
See the version list below for details.

dotnet add package AppoMobi.Maui.TensorFlow.Lite --version 1.0.0.2

NuGet\Install-Package AppoMobi.Maui.TensorFlow.Lite -Version 1.0.0.2

This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.

<PackageReference Include="AppoMobi.Maui.TensorFlow.Lite" Version="1.0.0.2" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

paket add AppoMobi.Maui.TensorFlow.Lite --version 1.0.0.2

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: AppoMobi.Maui.TensorFlow.Lite, 1.0.0.2"

#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.

// Install AppoMobi.Maui.TensorFlow.Lite as a Cake Addin
#addin nuget:?package=AppoMobi.Maui.TensorFlow.Lite&version=1.0.0.2

// Install AppoMobi.Maui.TensorFlow.Lite as a Cake Tool
#tool nuget:?package=AppoMobi.Maui.TensorFlow.Lite&version=1.0.0.2

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

AppoMobi.Maui.TensorFlow.Lite

.NET Android bindings for Google's TensorFlow Lite with GPU support

Includes:

TensorFlow.Lite (v2.13.0)
TensorFlow.Lite.Api (v2.13.0)
TensorFlow.Lite.Gpu (v2.13.0)
TensorFlow.Lite.Gpu.Api (v2.13.0)

Nuget package

AppoMobi.Maui.TensorFlow.Lite

How to use

To implement gpu acceleration as described here:

https://www.tensorflow.org/lite/android/delegates/gpu?hl=en#enable_gpu_acceleration_2


using AppoMobi.Maui.TensorFlow.Lite;
using AppoMobi.Maui.TensorFlow.Lite.GPU;

...

var options = new Interpreter.Options();

var compatList = new CompatibilityList();
if (compatList.IsDelegateSupportedOnThisDevice && useGpu)
{
    var bestOptions = compatList.BestOptionsForThisDevice;
    var gpuDelegate = new GpuDelegate(bestOptions);
    options.AddDelegate(gpuDelegate);
}

You do not need tensorflow-lite-gpu-delegate-plugin for this.

Why another bindings package?

Initially it was impossible to use BestOptionsForThisDevice with Xamarin.TensorFlow.Lite.* nugets. https://github.com/xamarin/GooglePlayServicesComponents/issues/793