Sdcb.SimdGcdrNet.Models 1.0.0

Prefix Reserved

dotnet add package Sdcb.SimdGcdrNet.Models --version 1.0.0

NuGet\Install-Package Sdcb.SimdGcdrNet.Models -Version 1.0.0

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="Sdcb.SimdGcdrNet.Models" Version="1.0.0" />

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

<PackageVersion Include="Sdcb.SimdGcdrNet.Models" Version="1.0.0" />
                    

                            Directory.Packages.props

<PackageReference Include="Sdcb.SimdGcdrNet.Models" />
                    

                            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 Sdcb.SimdGcdrNet.Models --version 1.0.0

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

#r "nuget: Sdcb.SimdGcdrNet.Models, 1.0.0"

#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.

#:package Sdcb.SimdGcdrNet.Models@1.0.0

#: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=Sdcb.SimdGcdrNet.Models&version=1.0.0
                    

                            Install as a Cake Addin

#tool nuget:?package=Sdcb.SimdGcdrNet.Models&version=1.0.0
                    

                            Install as a Cake Tool

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

Sdcb.SimdGcdrNet.Models

The GCDRNet models (simplified GC-Net + DR-Net ONNX, ~21 MB) as embedded resources, for Sdcb.SimdGcdrNet — pure C# document-image shadow removal / appearance enhancement (CPU SIMD, Vulkan, Metal; no onnxruntime).

Requires .NET 10 (net10.0). No dependencies, versioned independently of the engine. The models are exposed as zero-copy ReadOnlySpan<byte> views of the loaded assembly image, so there are no model files to deploy.

using Sdcb.SimdGcdrNet;
using Sdcb.SimdGcdrNet.Models;

using GcdrEnhancer enh = GcdrEnhancer.FromBytes(GcdrModels.GcNet, GcdrModels.DrNet, GcdrBackend.Auto);
byte[] dst = enh.Enhance(bgr, width, height);   // tightly packed BGR24

See the project README for the full API, backends and benchmarks.

License

MIT, following the upstream GCDRNet weights (Copyright (c) 2024 Jiaxin Zhang); the full notice is in THIRD-PARTY-NOTICES.txt in this package. The engine package Sdcb.SimdGcdrNet is Apache-2.0. If you use the models, please cite:

@article{zhang2023appearance,
  title={Appearance Enhancement for Camera-captured Document Images in the Wild},
  author={Zhang, Jiaxin and Liang, Lingyu and Ding, Kai and Guo, Fengjun and Jin, Lianwen},
  journal={IEEE Transactions on Artificial Intelligence},
  year={2023}
}

Product	Compatible and additional computed target framework versions.
.NET	net10.0 is compatible. 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.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net10.0
- 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
1.0.0	0	10/14/2026