VL.YoloDotNet 0.1.1-alpha

This is a prerelease version of VL.YoloDotNet.

dotnet add package VL.YoloDotNet --version 0.1.1-alpha

NuGet\Install-Package VL.YoloDotNet -Version 0.1.1-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="0.1.1-alpha" />

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

paket add VL.YoloDotNet --version 0.1.1-alpha

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

#r "nuget: VL.YoloDotNet, 0.1.1-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=0.1.1-alpha&prerelease

// Install VL.YoloDotNet as a Cake Tool
#tool nuget:?package=VL.YoloDotNet&version=0.1.1-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 the 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

VVVV Gamma Compatibility

Due to a problem loading the ONNX DLL, VVVV Gamma 6.7.148 or later is required. To use with Gamma 6.6, you must copy the ONNX DLLs to the Gamma installation folder.

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	615	10/10/2024
0.1.0-alpha	55	10/10/2024