2 instantiations of ImageResizingEstimator
Microsoft.ML.ImageAnalytics (2)
ExtensionsCatalog.cs (2)
163
=> new
ImageResizingEstimator
(CatalogUtils.GetEnvironment(catalog), outputColumnName, imageWidth, imageHeight, inputColumnName, resizing, cropAnchor);
186
=> new
ImageResizingEstimator
(CatalogUtils.GetEnvironment(catalog), columnOptions);
195 references to ImageResizingEstimator
Microsoft.ML.AutoML (142)
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ApplyOnnxModel.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ApplyOnnxModelOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\Concatenate.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ConcatOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ConvertType.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ConvertTypeOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\DnnFeaturizerImage.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\DnnFeaturizerImageOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ExtractPixels.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ExtractPixelsOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestBinary.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestOva.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastForestRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeBinary.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeOva.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FastTreeTweedieRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FeaturizeText.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\FeaturizeTextOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ForecastBySsa.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ImageClassificationMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ImageClassificationOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsLogisticRegressionBinary.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsLogisticRegressionOva.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsMaximumEntropyMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LbfgsPoissonRegressionRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LgbmOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmBinary.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LightGbmRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LoadImageOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LoadImages.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\LoadRawImageBytes.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapKeyToValue.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapKeyToValueOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapValueToKey.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MapValueToKeyOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MatrixFactorization.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\MatrixFactorizationOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\Naive.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NaiveOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NamedEntityRecognitionMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NamedEntityRecognitionOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeMinMax.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeMinMaxOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeText.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\NormalizeTextOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ObjectDetectionMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ObjectDetectionOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\OneHotEncoding.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\OneHotHashEncoding.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\OneHotOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\QuestionAnsweringMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\QuestionAnsweringOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ReplaceMissingValueOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ReplaceMissingValues.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ResizeImageOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\ResizeImages.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaLogisticRegressionBinary.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaLogisticRegressionOva.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaMaximumEntropyMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SdcaRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SentenceSimilarityOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SentenceSimilarityRegression.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\SsaOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\TextClassificationMulti.cs (2)
8
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
9
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Generated\Basic.CompilerLog.Util\Basic.CompilerLog.Util.Impl.BasicGeneratedFilesAnalyzerReference\TextClassificationOption.generated.cs (2)
6
using ResizingKind = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.ResizingKind;
7
using Anchor = Microsoft.ML.Transforms.Image.
ImageResizingEstimator
.Anchor;
Microsoft.ML.ImageAnalytics (50)
ExtensionsCatalog.cs (12)
138
/// Create a <see cref="
ImageResizingEstimator
"/>, which resize the image from the column specified in <paramref name="inputColumnName"/>
148
/// <param name="resizing"> The type of image resizing as specified in <see cref="
ImageResizingEstimator
.ResizingKind"/>.</param>
149
/// <param name="cropAnchor">Where to place the anchor, to start cropping. Options defined in <see cref="
ImageResizingEstimator
.Anchor"/></param>
156
public static
ImageResizingEstimator
ResizeImages(this TransformsCatalog catalog,
161
ImageResizingEstimator
.ResizingKind resizing =
ImageResizingEstimator
.ResizingKind.IsoCrop,
162
ImageResizingEstimator
.Anchor cropAnchor =
ImageResizingEstimator
.Anchor.Center)
174
/// or just crop it can be specified separately for each column loaded, through the <see cref="
ImageResizingEstimator
.ColumnOptions"/>.
177
/// <param name="columnOptions">The <see cref="
ImageResizingEstimator
.ColumnOptions"/> describing how the transform handles each image resize column.</param>
185
internal static
ImageResizingEstimator
ResizeImages(this TransformsCatalog catalog, params
ImageResizingEstimator
.ColumnOptions[] columnOptions)
ImageResizer.cs (38)
33
/// <see cref="ITransformer"/> resulting from fitting an <see cref="
ImageResizingEstimator
"/>.
46
public
ImageResizingEstimator
.ResizingKind? Resizing;
49
public
ImageResizingEstimator
.Anchor? CropAnchor;
82
public
ImageResizingEstimator
.ResizingKind Resizing =
ImageResizingEstimator
.Defaults.Resizing;
85
public
ImageResizingEstimator
.Anchor CropAnchor =
ImageResizingEstimator
.Defaults.CropAnchor;
108
private readonly
ImageResizingEstimator
.ColumnOptions[] _columns;
113
internal IReadOnlyCollection<
ImageResizingEstimator
.ColumnOptions> Columns => _columns.AsReadOnly();
123
/// <param name="resizing">What <see cref="
ImageResizingEstimator
.ResizingKind"/> to use.</param>
124
/// <param name="cropAnchor">If <paramref name="resizing"/> set to <see cref="
ImageResizingEstimator
.ResizingKind.IsoCrop"/> what anchor to use for cropping.</param>
127
ImageResizingEstimator
.ResizingKind resizing =
ImageResizingEstimator
.ResizingKind.IsoCrop,
128
ImageResizingEstimator
.Anchor cropAnchor =
ImageResizingEstimator
.Anchor.Center)
129
: this(env, new
ImageResizingEstimator
.ColumnOptions(outputColumnName, imageWidth, imageHeight, inputColumnName, resizing, cropAnchor))
138
internal ImageResizingTransformer(IHostEnvironment env, params
ImageResizingEstimator
.ColumnOptions[] columns)
144
private static (string outputColumnName, string inputColumnName)[] GetColumnPairs(
ImageResizingEstimator
.ColumnOptions[] columns)
159
var cols = new
ImageResizingEstimator
.ColumnOptions[args.Columns.Length];
163
cols[i] = new
ImageResizingEstimator
.ColumnOptions(
199
_columns = new
ImageResizingEstimator
.ColumnOptions[ColumnPairs.Length];
206
var scale = (
ImageResizingEstimator
.ResizingKind)ctx.Reader.ReadByte();
207
Host.CheckDecode(Enum.IsDefined(typeof(
ImageResizingEstimator
.ResizingKind), scale));
208
var anchor = (
ImageResizingEstimator
.Anchor)ctx.Reader.ReadByte();
209
Host.CheckDecode(Enum.IsDefined(typeof(
ImageResizingEstimator
.Anchor), anchor));
210
_columns[i] = new
ImageResizingEstimator
.ColumnOptions(ColumnPairs[i].outputColumnName, width, height, ColumnPairs[i].inputColumnName, scale, anchor);
244
Contracts.Assert((
ImageResizingEstimator
.ResizingKind)(byte)col.Resizing == col.Resizing);
246
Contracts.Assert((
ImageResizingEstimator
.Anchor)(byte)col.Anchor == col.Anchor);
312
ImageResizingEstimator
.ResizingKind.IsoPad => ImageResizeMode.Pad,
313
ImageResizingEstimator
.ResizingKind.IsoCrop =>
316
ImageResizingEstimator
.Anchor.Top => ImageResizeMode.CropAnchorTop,
317
ImageResizingEstimator
.Anchor.Bottom => ImageResizeMode.CropAnchorBottom,
318
ImageResizingEstimator
.Anchor.Left => ImageResizeMode.CropAnchorLeft,
319
ImageResizingEstimator
.Anchor.Right => ImageResizeMode.CropAnchorRight,
322
ImageResizingEstimator
.ResizingKind.Fill => ImageResizeMode.Fill,
444
/// <param name="resizing">What <see cref="
ImageResizingEstimator
.ResizingKind"/> to use.</param>
445
/// <param name="anchor">If <paramref name="resizing"/> set to <see cref="
ImageResizingEstimator
.ResizingKind.IsoCrop"/> what anchor to use for cropping.</param>
501
: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(
ImageResizingEstimator
)), transformer)
Microsoft.ML.Tests (3)
ImagesTests.cs (3)
150
var cropped = new ImageResizingTransformer(env, "ImageCropped", 100, 100, "ImageReal",
ImageResizingEstimator
.ResizingKind.IsoPad).Transform(images);
1023
resizing:
ImageResizingEstimator
.ResizingKind.Fill));
1183
var
pipeline = mlContext.Transforms.ResizeImages("ResizedImage", 100, 100, nameof(InMemoryImage.LoadedImage));