Table of Contents

Class YOLOObjectDetectorBlock

Namespace
VisioForge.Core.MediaBlocks.AI
Assembly
VisioForge.Core.ONNX.dll

A YOLOv8/v11 object-detection media block. Implements the VisioForge.Core.MediaBlocks.MediaBlock. Implements the VisioForge.Core.MediaBlocks.IMediaBlockInternals.

public class YOLOObjectDetectorBlock : MediaBlock, IMediaBlock, IDisposable, IMediaBlockInternals

Inheritance

MediaBlock

Implements

IMediaBlock
IMediaBlockInternals

Inherited Members

MediaBlock._isBuilt
MediaBlock._pipeline
MediaBlock._pipelineCtx
MediaBlock.GetPipelineContext()
MediaBlock.SetPipelineContext(BlockPipelineContext)
MediaBlock.SetPipeline(MediaBlocksPipeline)
MediaBlock.Context
MediaBlock.Name
MediaBlock.IsBuilt
MediaBlock.Owner
MediaBlock.Type
MediaBlock.ID
MediaBlock.Input
MediaBlock.Inputs
MediaBlock.Output
MediaBlock.Outputs
MediaBlock.HasInputs
MediaBlock.HasOutputs
MediaBlock.Build()
MediaBlock.CreateElements()
MediaBlock.AddElementsToPipeline()
MediaBlock.RemoveElementsFromPipeline()
MediaBlock.DeepCopy(string)
MediaBlock.Reset()
MediaBlock.ToYAMLBlock()
MediaBlock.ClearPads()
MediaBlock.Dispose(bool)
MediaBlock.Dispose()

Remarks

Taps RGBA frames from the video stream via an internal sample grabber, runs a YOLOv8/v11 ONNX model on each processed frame, optionally draws the detection boxes and labels directly into the frame buffer, and raises VisioForge.Core.MediaBlocks.AI.YOLOObjectDetectorBlock.OnObjectsDetected for every frame that yields at least one detection. Inference runs synchronously on the pipeline's streaming thread, so a slow model throttles the pipeline; use VisioForge.Core.Types.X.AI.OnnxInferenceSettings.FramesToSkip to reduce the inference rate.

Constructors

YOLOObjectDetectorBlock(YoloDetectorSettings)

Initializes a new instance of the VisioForge.Core.MediaBlocks.AI.YOLOObjectDetectorBlock class.

public YOLOObjectDetectorBlock(YoloDetectorSettings settings)

Parameters

settings YoloDetectorSettings

The detector settings. Must specify a valid model path.

Exceptions

ArgumentNullException

Thrown when settings is null.

Properties

ActiveProvider

Gets the execution provider that the detector's inference session actually engaged. Valid after the block has been built; reports VisioForge.Core.Types.X.AI.OnnxExecutionProvider.CPU otherwise.

public OnnxExecutionProvider ActiveProvider { get; }

Property Value

OnnxExecutionProvider

Input

Gets the primary input pad.

public override MediaBlockPad Input { get; }

Property Value

MediaBlockPad

Inputs

Gets the array of all input pads.

public override MediaBlockPad[] Inputs { get; }

Property Value

MediaBlockPad[]

Output

Gets the primary output pad.

public override MediaBlockPad Output { get; }

Property Value

MediaBlockPad

Outputs

Gets the array of all output pads.

public override MediaBlockPad[] Outputs { get; }

Property Value

MediaBlockPad[]

Type

Gets the type of the media block.

public override MediaBlockType Type { get; }

Property Value

MediaBlockType

Methods

Build()

Constructs the internal GStreamer elements and pads for this block.

public override bool Build()

Returns

bool

true if successful, false otherwise.

CleanUp()

Cleans up internal resources, specifically the GStreamer element.

public void CleanUp()

Dispose(bool)

Releases unmanaged and - optionally - managed resources.

protected override void Dispose(bool disposing)

Parameters

disposing bool

true to release both managed and unmanaged resources; false to release only unmanaged resources.

GetCore()

Gets the core GStreamer element wrapped by this block.

public BaseElement GetCore()

Returns

BaseElement

The VisioForge.Core.GStreamer.Base.BaseElement wrapper, or null if not built yet.

GetElement()

Gets the GStreamer element instance.

public Element GetElement()

Returns

Element

The Gst.Element, or null if not built yet.

IMediaBlockInternals.SetContext(MediaBlocksPipeline)

Sets the pipeline context for this block.

void IMediaBlockInternals.SetContext(MediaBlocksPipeline pipeline)

Parameters

pipeline MediaBlocksPipeline

The pipeline.

OnObjectsDetected

Event raised when one or more objects are detected in a video frame.

public event EventHandler<ObjectsDetectedEventArgs> OnObjectsDetected

Event Type

EventHandler<ObjectsDetectedEventArgs>

See Also

MediaBlock
IMediaBlockInternals