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.

Online Documentation

Check it out on Nuget.org

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.dll for all supported architectures.

Requirements

• .NET Version: net8.0 or 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