alanxinn.CvinferSharp 0.1.3

dotnet add package alanxinn.CvinferSharp --version 0.1.3
                    
NuGet\Install-Package alanxinn.CvinferSharp -Version 0.1.3
                    
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="alanxinn.CvinferSharp" Version="0.1.3" />
                    
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="alanxinn.CvinferSharp" Version="0.1.3" />
                    
Directory.Packages.props
<PackageReference Include="alanxinn.CvinferSharp" />
                    
Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.
paket add alanxinn.CvinferSharp --version 0.1.3
                    
#r "nuget: alanxinn.CvinferSharp, 0.1.3"
                    
#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.
#:package alanxinn.CvinferSharp@0.1.3
                    
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=alanxinn.CvinferSharp&version=0.1.3
                    
Install as a Cake Addin
#tool nuget:?package=alanxinn.CvinferSharp&version=0.1.3
                    
Install as a Cake Tool

alanxinn.CvinferSharp

.NET 封装 alanxinn_cvinfer.dll,支持 net472、net6.0、net8.0。

提供:

  • YOLO11/RF-DETR 检测、分割和 Pose;
  • BGR 图像推理;
  • 检测框、Mask、耗时读取;
  • CPU/CUDA backend 配置;
  • 非托管资源释放。

安装

dotnet add package alanxinn.CvinferSharp --version 0.1.3

示例

using alanxinn;

var config = new CvinferConfig
{
    // 0 或负值:按 engine 输出自动推断类别数
    ClassCount = 0,
    PreprocessBackend = CvinferComputeBackend.Auto,
    PostprocessBackend = CvinferComputeBackend.Auto
};

using var model = new CvinferModel(
    "rf-detr-seg.engine",
    CvinferModelType.RfDetrSegmentation,
    config);

using var result = model.InferBgr(bgrBytes, width, height, 3);
var item = result.GetSegmentation(0);
var mask = result.CopyMask(0);

CvinferConfig.EnableTiming 默认为 false;需要读取 result.Timing 时设为 true。

Pose 使用 CvinferModelType.Yolo11Pose,通过 result.GetPose(index) 读取框和关键点。

支持的模型类型:

CvinferModelType.Yolo11Detection
CvinferModelType.Yolo11Segmentation
CvinferModelType.Yolo11Pose
CvinferModelType.RfDetrDetection
CvinferModelType.RfDetrSegmentation

输入宽高从 engine 自动读取。动态输入使用 profile 0 的 OPT shape。

Native DLL

NuGet native 文件位于:

runtimes/win-x64/native/

至少需要:

alanxinn_cvinfer.dll
nvinfer.dll
cudart64_*.dll
zlibwapi.dll
opencv_world*.dll

CUDA 前后处理还需要可选的 alanxinn_cvinfer_cuda.dll。

Product Compatible and additional computed target framework versions.
.NET net6.0 is compatible.  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 is compatible.  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.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
.NET Framework net472 is compatible.  net48 was computed.  net481 was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
  • .NETFramework 4.7.2

    • No dependencies.
  • net6.0

    • No dependencies.
  • net8.0

    • No dependencies.

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
0.1.3 162 8/12/2026
0.1.2 106 8/10/2026
0.1.1 106 8/7/2026

YOLO11/RF-DETR detection, segmentation and pose inference.