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ImageEstimatorsCatalog Class

  • Reference

Definition

Namespace:
Microsoft.ML
Assembly:
Microsoft.ML.ImageAnalytics.dll
Package:
Microsoft.ML.ImageAnalytics v1.7.1
Package:
Microsoft.ML.ImageAnalytics v1.0.0
Package:
Microsoft.ML.ImageAnalytics v1.1.0
Package:
Microsoft.ML.ImageAnalytics v1.2.0
Package:
Microsoft.ML.ImageAnalytics v1.3.1
Package:
Microsoft.ML.ImageAnalytics v1.4.0
Package:
Microsoft.ML.ImageAnalytics v1.5.5
Package:
Microsoft.ML.ImageAnalytics v1.6.0
Package:
Microsoft.ML.ImageAnalytics v1.7.0
Package:
Microsoft.ML.ImageAnalytics v2.0.0-preview.22313.1

Collection of extension methods for TransformsCatalog to create instances of image processing transformer components.

public static class ImageEstimatorsCatalog
type ImageEstimatorsCatalog = class
Public Module ImageEstimatorsCatalog
Inheritance
Object
ImageEstimatorsCatalog

Methods

ConvertToGrayscale(TransformsCatalog, String, String)

Create a ImageGrayscalingEstimator, which converts images in the column specified in InputColumnName to grayscale images in a new column: OutputColumnName.
ConvertToImage(TransformsCatalog, Int32, Int32, String, String, ImagePixelExtractingEstimator+ColorBits, ImagePixelExtractingEstimator+ColorsOrder, Boolean, Single, Single, Int32, Int32, Int32, Int32)

Create a VectorToImageConvertingEstimator, which creates image from the data from the column specified in inputColumnName to a new column: outputColumnName.
ExtractPixels(TransformsCatalog, String, String, ImagePixelExtractingEstimator+ColorBits, ImagePixelExtractingEstimator+ColorsOrder, Boolean, Single, Single, Boolean)

Create a ImagePixelExtractingEstimator, which extracts pixels values from the data specified in column: inputColumnName to a new column: outputColumnName.
LoadImages(TransformsCatalog, String, String, String)

Create a ImageLoadingEstimator, which loads the data from the column specified in inputColumnName as an image to a new column: outputColumnName.
LoadRawImageBytes(TransformsCatalog, String, String, String)

Create a ImageLoadingEstimator, which loads the data from the column specified in inputColumnName as an image of raw bytes to a new column: outputColumnName.
ResizeImages(TransformsCatalog, String, Int32, Int32, String, ImageResizingEstimator+ResizingKind, ImageResizingEstimator+Anchor)

Create a ImageResizingEstimator, which resize the image from the column specified in inputColumnName to a new column: outputColumnName.

Applies to