This package provides a .NET wrapper for the YoLo Detect Momodel implemented in native C++ with OpenCV. It allows to gather the bounding boxes associated with class ID & its confidence score

• .NET Version: net8.0 or compatible.
• Native Dependencies: OpenCV libraries are embedded within the native implementation.

The precompiled native libraries are built from the source code available at LuxoriaSoft/yolo_extractor_dllcore

You can install the package via NuGet Package Manager or the .NET CLI:

Search for Luxoria.Algorithm.YoLoDetectModel in the NuGet Package Manager and install it.

Run the following command:

dotnet add package Luxoria.Algorithm.YoLoDetectModel --version 1.0.0

using Luxoria.Algorithm.YoLoDetectModel;

class Program
{
    static void Main()
    {
        YoLoDetectModelAPI api = new YoLoDetectModelAPI("path_to_yolov5l.onnx");

        try
        {
            IReadOnlyCollection<Detection> data = api.Detect("path_to_img.jpg");
            Console.WriteLine($"Detected : {data.Count} objects");
        }
        catch (Exception ex)
        {
            Console.WriteLine($"Error: {ex.Message}");
        }
    }
}

Luxoria.Algorithm.BrisqueScore is licensed under the Apache 2.0 License. See LICENSE for more information.

LuxoriaSoft