Library for computing BRISQUE scores using OpenCV and native interop.
Get Started
$ dotnet add package Luxoria.Algorithm.BrisqueScoreReadme
Luxoria.Algorithm.BrisqueScore
This NuGet package provides a .NET wrapper for the BRISQUE (Blind/Referenceless Image Spatial Quality Evaluator) algorithm implemented in native C++ with OpenCV. It allows .NET developers to compute the perceptual quality of images using the BRISQUE algorithm without requiring a reference image.
Features
- Easy-to-Use .NET API: Access BRISQUE functionality directly in .NET applications.
- Cross-Platform Support: Includes native libraries for the following architectures:
x86(32-bit Windows)x64(64-bit Windows)arm64(ARM-based 64-bit Windows)
- Precompiled Native Libraries: The package includes precompiled
brisque_quality.dllfor all supported architectures.
Requirements
- .NET Version:
net8.0or compatible. - Native Dependencies: OpenCV libraries are embedded within the native implementation.
Source Code
The precompiled native libraries are built from the source code available at LuxoriaSoft/brisque_impl
Installation
You can install the package via NuGet Package Manager or the .NET CLI:
Using NuGet Package Manager
Search for Luxoria.Algorithm.BrisqueScore in the NuGet Package Manager and install it.
Using .NET CLI
Run the following command:
dotnet add package Luxoria.Algorithm.BrisqueScore --version 3.0.3.4100
Usage
using Luxoria.Algorithm.BrisqueScore;
class Program
{
static void Main()
{
string modelPath = @"path\to\brisque_model_live.yml";
string rangePath = @"path\to\brisque_range_live.yml";
string imagePath = @"path\to\image.jpg";
try
{
using var brisque = new BrisqueInterop(modelPath, rangePath);
double score = brisque.ComputeScore(imagePath);
Console.WriteLine($"BRISQUE Score: {score}");
}
catch (Exception ex)
{
Console.WriteLine($"Error: {ex.Message}");
}
}
}
License
Luxoria.Algorithm.BrisqueScore is licensed under the Apache 2.0 License. See LICENSE for more information.
LuxoriaSoft