OnnxStack.FeatureExtractor
0.27.0
Prefix Reserved
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package OnnxStack.FeatureExtractor --version 0.27.0
NuGet\Install-Package OnnxStack.FeatureExtractor -Version 0.27.0
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="0.27.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add OnnxStack.FeatureExtractor --version 0.27.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: OnnxStack.FeatureExtractor, 0.27.0"
#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=0.27.0 // Install OnnxStack.FeatureExtractor as a Cake Tool #tool nuget:?package=OnnxStack.FeatureExtractor&version=0.27.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
OnnxStack.FeatureExtractor
Canny
Hed
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)
Background Removal
Image Example
// Load Input Image
var inputImage = await OnnxImage.FromFileAsync("Input.png");
// Load Pipeline
var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx");
// Run Pipeline
var result = await pipeline.RunAsync(inputImage);
// Save Image
await result.SaveAsync("Result.png");
//Unload
await pipeline.UnloadAsync();
Video Example
// Load Input Image
var inputImage = await OnnxVideo.FromFileAsync("Input.mp4");
// Load Pipeline
var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx");
// Run Pipeline
var result = await pipeline.RunAsync(inputImage);
// Save Image
await result.SaveAsync("Result.mp4");
//Unload
await pipeline.UnloadAsync();
Video Stream Example
// Read Video Info
var videoFile = "Input.mp4";
var videoInfo = await VideoHelper.ReadVideoInfoAsync(videoFile);
// Create Video Stream
var videoStream = VideoHelper.ReadVideoStreamAsync(videoFile, videoInfo.FrameRate);
// Create pipeline
var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx");
// Create Pipeline Stream
var pipelineStream = pipeline.RunAsync(videoStream);
// Write Video Stream
await VideoHelper.WriteVideoStreamAsync(videoInfo, pipelineStream, "Result.mp4");
//Unload
await pipeline.UnloadAsync();
| Product | Versions 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.
-
net7.0
- OnnxStack.Core (>= 0.27.0)
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
|