OnnxStack.FeatureExtractor 0.21.0

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There is a newer version of this package available.
See the version list below for details.
dotnet add package OnnxStack.FeatureExtractor --version 0.21.0                
NuGet\Install-Package OnnxStack.FeatureExtractor -Version 0.21.0                
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="OnnxStack.FeatureExtractor" Version="0.21.0" />                
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add OnnxStack.FeatureExtractor --version 0.21.0                
#r "nuget: OnnxStack.FeatureExtractor, 0.21.0"                
#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 OnnxStack.FeatureExtractor as a Cake Addin
#addin nuget:?package=OnnxStack.FeatureExtractor&version=0.21.0

// Install OnnxStack.FeatureExtractor as a Cake Tool
#tool nuget:?package=OnnxStack.FeatureExtractor&version=0.21.0                

OnnxStack.FeatureExtractor

Canny

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/canny.onnx

Hed

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/hed.onnx

Depth

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/depth.onnx https://huggingface.co/Xenova/depth-anything-large-hf/onnx/model.onnx https://huggingface.co/julienkay/sentis-MiDaS

OpenPose (TODO)

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/openpose.onnx

Image Example


// Load Input Image
var inputImage = await OnnxImage.FromFileAsync("Input.png");

// Load Pipeline
var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx");

// Run Pipeline
var imageFeature = await pipeline.RunAsync(inputImage);

// Save Image
await imageFeature.Image.SaveAsync("Result.png");

//Unload
await pipeline.UnloadAsync();

Video Example


// Load Input Video
var inputVideo = await OnnxVideo.FromFileAsync("Input.mp4");

// Load Pipeline
var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx");

// Run Pipeline
var videoFeature = await pipeline.RunAsync(inputVideo);

// Save Video
await videoFeature.SaveAsync("Result.mp4");

//Unload
await pipeline.UnloadAsync();
Product Compatible and additional computed target framework versions.
.NET net7.0 is compatible.  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. 
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 (1)

Showing the top 1 popular GitHub repositories that depend on OnnxStack.FeatureExtractor:

Repository Stars
TensorStack-AI/OnnxStack
C# Stable Diffusion using ONNX Runtime
Version Downloads Last updated
0.39.0 134 6/12/2024
0.31.0 142 4/25/2024
0.27.0 131 3/31/2024
0.25.0 129 3/14/2024
0.23.0 136 2/29/2024
0.22.0 116 2/23/2024
0.21.0 114 2/15/2024
0.19.0 122 2/1/2024