LMSupply.Detector

LMSupply.Detector

Local object detection for .NET with automatic model downloading.

Features

• Zero-config: Models download automatically from HuggingFace
• GPU Acceleration: CUDA, DirectML (Windows), CoreML (macOS)
• Apache-2.0 Licensed: RT-DETR models for commercial use
• 80 COCO Classes: People, vehicles, animals, objects

Quick Start

using LMSupply.Detector;

// Load the default model
await using var detector = await LocalDetector.LoadAsync("default");

// Detect objects
var results = await detector.DetectAsync("photo.jpg");

foreach (var detection in results)
{
    Console.WriteLine($"{detection.Label}: {detection.Confidence:P1}");
    Console.WriteLine($"  Box: [{detection.Box.X1:F0}, {detection.Box.Y1:F0}]");
}

Available Models

GPU Acceleration

# NVIDIA GPU
dotnet add package Microsoft.ML.OnnxRuntime.Gpu

# Windows (AMD/Intel/NVIDIA)
dotnet add package Microsoft.ML.OnnxRuntime.DirectML