PaddleSegSharp 4.0.0

dotnet add package PaddleSegSharp --version 4.0.0
NuGet\Install-Package PaddleSegSharp -Version 4.0.0
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="PaddleSegSharp" Version="4.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add PaddleSegSharp --version 4.0.0
#r "nuget: PaddleSegSharp, 4.0.0"
#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 PaddleSegSharp as a Cake Addin
#addin nuget:?package=PaddleSegSharp&version=4.0.0

// Install PaddleSegSharp as a Cake Tool
#tool nuget:?package=PaddleSegSharp&version=4.0.0

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介绍


本项目是一个基于百度飞桨PaddleSeg项目的人像分割模块而开发的.NET的工具类库。

本项目中PaddleSeg.dll文件是基于开源项目最新发布版本PaddleSeg 2.7PaddleSeg的版本修改而成的C++动态库,基于opencv的x64编译而成的。

PaddleSeg是基于飞桨PaddlePaddle的端到端图像分割套件,内置45+模型算法及140+预训练模型,支持配置化驱动和API调用开发方式,打通数据标注、模型开发、训练、压缩、部署的全流程,提供语义分割、交互式分割、Matting、全景分割四大分割能力,助力算法在医疗、工业、遥感、娱乐等场景落地应用。

本项目只能在X64的CPU上编译和使用,只能在avx指令集上的CPU上使用。

本项目支持飞桨人像抠图的所有模型。PP-MattingV2-512、PP-Matting-512、PP-Matting-1024、PP-HumanMatting、MODNet-MobileNetV2。 默认使用MODNet-MobileNetV2模型。

输入图片说明

效果如下:

原图 输入图片说明 分离前后背景图 输入图片说明 替换蓝色背景结果 输入图片说明

本项目目前支持以下.NET框架:

net35;net40;net45;net451;net452;net46;net461;net462;net47;net471;net472;net48;net481;
netstandard2.0;netcoreapp3.1;
net5.0;net6.0;net7.0;

本项目提供了两个SDK,一个是C++版本,一个是.net版本,.net版本是桥接C++的封装,核心还是C++代码。

源码编译


本项目编译使用opencv4.1.1版本,如需使用其他版本,请自行更换opencv版本编译。

1.文件夹结构
PaddleSegSharp               //该文件夹包含.NET对PaddleSeg封装类库项目
Demo                //该文件夹包含PaddleSeg示例Demo文件夹
|--CSharp        //.NET调用示例项目
|--cppDemo        //C++调用示例项目

.NET版编译

.NET版编译

使用与部署


1. 在.NET中使用PaddleSegSharp

在.NET中使用PaddleSegSharp

模型


技术交流方式


QQ技术交流群:318860399,818391797。
微信公众号:明月心技术学堂。
个人博客地址: https://www.cnblogs.com/raoyutian/

许可证书


本项目的发布受Apache 2.0 license许可认证。

Product Compatible and additional computed target framework versions.
.NET net5.0 is compatible.  net5.0-windows was computed.  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 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 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. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 is compatible. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net35 is compatible.  net40 is compatible.  net403 was computed.  net45 is compatible.  net451 is compatible.  net452 is compatible.  net46 is compatible.  net461 is compatible.  net462 is compatible.  net463 was computed.  net47 is compatible.  net471 is compatible.  net472 is compatible.  net48 is compatible.  net481 is compatible. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
  • .NETCoreApp 3.1

  • .NETFramework 3.5

    • No dependencies.
  • .NETFramework 4.0

    • No dependencies.
  • .NETFramework 4.5

    • No dependencies.
  • .NETFramework 4.5.1

    • No dependencies.
  • .NETFramework 4.5.2

    • No dependencies.
  • .NETFramework 4.6

    • No dependencies.
  • .NETFramework 4.6.1

    • No dependencies.
  • .NETFramework 4.6.2

    • No dependencies.
  • .NETFramework 4.7

    • No dependencies.
  • .NETFramework 4.7.1

    • No dependencies.
  • .NETFramework 4.7.2

    • No dependencies.
  • .NETFramework 4.8

    • No dependencies.
  • .NETFramework 4.8.1

    • No dependencies.
  • .NETStandard 2.0

  • net5.0

  • net6.0

  • net7.0

  • net8.0

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
4.0.0 621 3/6/2024
1.1.0 1,694 2/21/2023
1.0.2 857 12/20/2022
1.0.1 975 12/14/2022