AppoMobi.Maui.TensorFlow.Lite 1.0.0.1

.NET 7.0 This package targets .NET 7.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package AppoMobi.Maui.TensorFlow.Lite --version 1.0.0.1
NuGet\Install-Package AppoMobi.Maui.TensorFlow.Lite -Version 1.0.0.1
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="1.0.0.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add AppoMobi.Maui.TensorFlow.Lite --version 1.0.0.1
#r "nuget: AppoMobi.Maui.TensorFlow.Lite, 1.0.0.1"
#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=1.0.0.1

// Install AppoMobi.Maui.TensorFlow.Lite as a Cake Tool
#tool nuget:?package=AppoMobi.Maui.TensorFlow.Lite&version=1.0.0.1

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

Product Compatible and additional computed target framework versions.
.NET net7.0-android33.0 is compatible.  net8.0-android was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
1.0.1 210 9/7/2023
1.0.0.2 176 9/7/2023
1.0.0.1 167 9/7/2023