Class ComputerVisionPipelineFactory

Namespace

AiDotNet

Assembly

AiDotNet.dll

Factory methods for creating computer vision pipelines.

public static class ComputerVisionPipelineFactory

Inheritance

object

ComputerVisionPipelineFactory

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

CreateDetectionTrackingPipeline<T>(ObjectDetectionOptions<T>?, TrackingOptions<T>?)

Creates a detection and tracking pipeline.

public static AiModelBuilder<T, Tensor<T>, TrackingResult<T>> CreateDetectionTrackingPipeline<T>(ObjectDetectionOptions<T>? detectionOptions = null, TrackingOptions<T>? trackingOptions = null)

Parameters

detectionOptions ObjectDetectionOptions<T>

Detection options.

trackingOptions TrackingOptions<T>

Tracking options.

Returns

AiModelBuilder<T, Tensor<T>, TrackingResult<T>>

Configured builder for detection and tracking.

Type Parameters

T

The numeric type used for calculations.

CreateMaskRCNNPipeline<T>(InstanceSegmentationOptions<T>?)

Creates an instance segmentation pipeline with Mask R-CNN.

public static AiModelBuilder<T, Tensor<T>, InstanceSegmentationResult<T>> CreateMaskRCNNPipeline<T>(InstanceSegmentationOptions<T>? options = null)

Parameters

options InstanceSegmentationOptions<T>

Segmentation options.

Returns

AiModelBuilder<T, Tensor<T>, InstanceSegmentationResult<T>>

Configured builder for instance segmentation.

Type Parameters

T

The numeric type used for calculations.

CreateSceneTextPipeline<T>(OCROptions<T>?)

Creates an OCR pipeline for scene text.

public static AiModelBuilder<T, Tensor<T>, OCRResult<T>> CreateSceneTextPipeline<T>(OCROptions<T>? options = null)

Parameters

options OCROptions<T>

OCR options.

Returns

AiModelBuilder<T, Tensor<T>, OCRResult<T>>

Configured builder for OCR.

Type Parameters

T

The numeric type used for calculations.

CreateYOLOv8Pipeline<T>(ObjectDetectionOptions<T>?)

Creates a detection pipeline with YOLOv8.

public static AiModelBuilder<T, Tensor<T>, DetectionResult<T>> CreateYOLOv8Pipeline<T>(ObjectDetectionOptions<T>? options = null)

Parameters

options ObjectDetectionOptions<T>

Detection options.

Returns

AiModelBuilder<T, Tensor<T>, DetectionResult<T>>

Configured builder for object detection.

Type Parameters

T

The numeric type used for calculations.