Class BackgroundDetection

Namespace

LMKit.Segmentation

Assembly

LM-Kit.NET.dll

Provides background removal functionality for images using a segmentation model.

public sealed class BackgroundDetection

Inheritance

object

BackgroundDetection

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Examples

Example of removing the background from an image:

using LMKit.Media.Image;
using LMKit.Segmentation;

// Load the model (U²-Net for segmentation)
var backgroundDetector = new BackgroundDetection(
    LM.LoadFromModelID("u2net"));

// Load input image
var inputImage = ImageBuffer.LoadAsRGB("D:\\input.png");

// Remove background asynchronously and save result
var outputImage = backgroundDetector
    .RemoveBackgroundAsync(inputImage)
    .Result;

outputImage.SaveAsPng("D:\\output.png");

Constructors

BackgroundDetection(LM)

Initializes a new instance of the BackgroundDetection class.

Methods

GetBackgroundMask(ImageBuffer, CancellationToken)

Generates the background mask of an image synchronously.

GetBackgroundMaskAsync(ImageBuffer, CancellationToken)

Generates the background mask of an image asynchronously.

RemoveBackground(ImageBuffer, CancellationToken)

Removes the background from an image synchronously.

RemoveBackgroundAsync(ImageBuffer, CancellationToken)

Removes the background from an image asynchronously.