Microsoft.ML.OnnxRuntime.Extensions 0.8.0-alpha

Prefix Reserved

This is a prerelease version of Microsoft.ML.OnnxRuntime.Extensions.

There is a newer version of this package available.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

dotnet add package Microsoft.ML.OnnxRuntime.Extensions --version 0.8.0-alpha

NuGet\Install-Package Microsoft.ML.OnnxRuntime.Extensions -Version 0.8.0-alpha

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="Microsoft.ML.OnnxRuntime.Extensions" Version="0.8.0-alpha" />

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

paket add Microsoft.ML.OnnxRuntime.Extensions --version 0.8.0-alpha

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

#r "nuget: Microsoft.ML.OnnxRuntime.Extensions, 0.8.0-alpha"

#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 Microsoft.ML.OnnxRuntime.Extensions as a Cake Addin
#addin nuget:?package=Microsoft.ML.OnnxRuntime.Extensions&version=0.8.0-alpha&prerelease

// Install Microsoft.ML.OnnxRuntime.Extensions as a Cake Tool
#tool nuget:?package=Microsoft.ML.OnnxRuntime.Extensions&version=0.8.0-alpha&prerelease

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

OnnxRuntime.Extensions NuGet Package

ONNX Runtime Extensions is a library of custom ONNX operators used for pre and post processing ONNX models.

Product	Compatible and additional computed target framework versions.
.NET	net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed.
.NET Core	netcoreapp1.0 was computed. netcoreapp1.1 was computed. netcoreapp2.0 was computed. netcoreapp2.1 was computed. netcoreapp2.2 was computed. netcoreapp3.0 was computed. netcoreapp3.1 was computed.
.NET Standard	netstandard1.1 is compatible. netstandard1.2 was computed. netstandard1.3 was computed. netstandard1.4 was computed. netstandard1.5 was computed. netstandard1.6 was computed. netstandard2.0 is compatible. netstandard2.1 was computed.
.NET Framework	net45 was computed. net451 was computed. net452 was computed. net46 was computed. net461 was computed. net462 was computed. net463 was computed. net47 was computed. net471 was computed. net472 was computed. net48 was computed. net481 was computed.
MonoAndroid	monoandroid was computed.
MonoMac	monomac was computed.
MonoTouch	monotouch was computed.
native	native is compatible.
Tizen	tizen30 was computed. tizen40 was computed. tizen60 was computed.
Universal Windows Platform	uap was computed. uap10.0 was computed.
Windows Phone	wpa81 was computed.
Windows Store	netcore was computed. netcore45 was computed. netcore451 was computed.
Xamarin.iOS	xamarinios was computed.
Xamarin.Mac	xamarinmac was computed.
Xamarin.TVOS	xamarintvos was computed.
Xamarin.WatchOS	xamarinwatchos was computed.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

This package has no dependencies.

NuGet packages (4)

Showing the top 4 NuGet packages that depend on Microsoft.ML.OnnxRuntime.Extensions:

Package	Downloads
OnnxStack.Core OnnxRuntime Integration Library for .NET OnnxStack transforms machine learning in .NET, Seamlessly integrating with ONNX Runtime and Microsoft ML, this library empowers you to build, deploy, and execute machine learning models entirely within the .NET ecosystem. Bid farewell to Python dependencies and embrace a new era of intelligent applications tailored for .NET	6.6K
SharpDiffusion An EXPERIMENTAL implementation of Diffusers in .NET, ported from Python libraries	802
CapCognition.Forms.LicensePlateDetection Recognizes the license plates of many european countries together with the vehicle types	253
CapCognition.Maui.LPR License plate recognition library	210

GitHub repositories (4)

Showing the top 4 popular GitHub repositories that depend on Microsoft.ML.OnnxRuntime.Extensions:

Repository	Stars
cassiebreviu/StableDiffusion Inference Stable Diffusion with C# and ONNX Runtime	227
TensorStack-AI/OnnxStack C# Stable Diffusion using ONNX Runtime	225
microsoft/ai-dev-gallery An open-source project for Windows developers to learn how to add AI with local models and APIs to Windows apps.	224
Particle1904/DatasetHelpers Dataset Helper program to automatically select, re scale and tag Datasets (composed of image and text) for Machine Learning training.	178

Version	Downloads	Last updated
0.13.0	4,844	10/31/2024
0.12.0	7,773	8/16/2024
0.11.0-dev-20240524-2333-8d...	916	5/28/2024
0.10.0	12,173	2/6/2024
0.9.0	4,383	9/20/2023
0.8.1-alpha	3,737	5/31/2023
0.8.0	2,447	5/26/2023
0.8.0-beta	790	5/16/2023
0.8.0-alpha.1	217	5/9/2023
0.8.0-alpha	536	4/27/2023

General
1. New custom operators: Whisper, DrawBoundingBoxes, RobertaTokenizer, ClipTokenizer, EncodeImage, DecodeImage
2. Optional input/output support
3. ORT custom operator C++ stub generation tool
4. Operator implementation and documentation improved.

Mobile
1. Android package: Maven
2. iOS package: CocoaPods
3. PrePostProcessor tool for mobile model
4. Super-resolution model pre- / post- processing end-to-end examples