VL.YoloDotNet 0.1.0-alpha

This is a prerelease version of VL.YoloDotNet.

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

dotnet add package VL.YoloDotNet --version 0.1.0-alpha

NuGet\Install-Package VL.YoloDotNet -Version 0.1.0-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="VL.YoloDotNet" Version="0.1.0-alpha" />

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

paket add VL.YoloDotNet --version 0.1.0-alpha

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

#r "nuget: VL.YoloDotNet, 0.1.0-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 VL.YoloDotNet as a Cake Addin
#addin nuget:?package=VL.YoloDotNet&version=0.1.0-alpha&prerelease

// Install VL.YoloDotNet as a Cake Tool
#tool nuget:?package=VL.YoloDotNet&version=0.1.0-alpha&prerelease

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

VL.YoloDotNet

Is a VL wrapper for YoloDotNet: https://github.com/NickSwardh/YoloDotNet
It implements YOLOv8 and YOLOv10 for real-time Object Detection, Classification, OBB Detection, Segmentation, Pose Estimation in images and videos.
DirectML is used as GPU acceleration provider
More documentation on Ultralytics YOLOv8: https://docs.ultralytics.com/models/yolov8/

For use with vvvv, the visual live-programming environment for .NET: http://visualprogramming.net

Export Yolo models to ONNX

All models must be exported to ONNX format. How to export to ONNX format.
The ONNX-models included in this repo are from Ultralytics s-series (small). https://docs.ultralytics.com/models.

Getting started

Install as described here via commandline:

nuget install VL.YoloDotNet -pre
Usage examples and more information are included in the pack and can be found via the Help Browser

Credits

Based on YoloDotNet: https://github.com/NickSwardh/YoloDotNet

Product	Compatible and additional computed target framework versions.
.NET Framework	net is compatible.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

- Microsoft.AI.DirectML (>= 1.15.1)
- Microsoft.ML.OnnxRuntime.DirectML (>= 1.19.2)
- YoloDotNet (>= 2.0.0)

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
0.1.1-alpha	641	10/10/2024
0.1.0-alpha	55	10/10/2024