Uses of Interface
org.datavec.image.transform.ImageTransform
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Packages that use ImageTransform Package Description org.datavec.image.loader org.datavec.image.recordreader org.datavec.image.recordreader.objdetect org.datavec.image.transform -
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Uses of ImageTransform in org.datavec.image.loader
Fields in org.datavec.image.loader declared as ImageTransform Modifier and Type Field Description protected ImageTransformBaseImageLoader. imageTransformConstructors in org.datavec.image.loader with parameters of type ImageTransform Constructor Description AndroidNativeImageLoader(int height, int width, int channels, ImageTransform imageTransform)CifarLoader(int height, int width, int channels, ImageTransform imgTransform, boolean train, boolean useSpecialPreProcessCifar)CifarLoader(int height, int width, int channels, ImageTransform imgTransform, boolean train, boolean useSpecialPreProcessCifar, boolean shuffle)CifarLoader(int height, int width, int channels, ImageTransform imgTransform, boolean train, boolean useSpecialPreProcessCifar, File fullDir, long seed, boolean shuffle)Java2DNativeImageLoader(int height, int width, int channels, ImageTransform imageTransform)LFWLoader(int[] imgDim, ImageTransform imgTransform, boolean useSubset)LFWLoader(long[] imgDim, ImageTransform imgTransform, boolean useSubset)NativeImageLoader(long height, long width, long channels, ImageTransform imageTransform)Instantiate an image with the given height and width -
Uses of ImageTransform in org.datavec.image.recordreader
Fields in org.datavec.image.recordreader declared as ImageTransform Modifier and Type Field Description protected ImageTransformBaseImageRecordReader. imageTransformMethods in org.datavec.image.recordreader with parameters of type ImageTransform Modifier and Type Method Description voidBaseImageRecordReader. initialize(Configuration conf, InputSplit split, ImageTransform imageTransform)Called once at initialization.voidBaseImageRecordReader. initialize(InputSplit split, ImageTransform imageTransform)Called once at initialization.Constructors in org.datavec.image.recordreader with parameters of type ImageTransform Constructor Description BaseImageRecordReader(long height, long width, long channels, boolean nchw_channels_first, PathLabelGenerator labelGenerator, PathMultiLabelGenerator labelMultiGenerator, ImageTransform imageTransform)BaseImageRecordReader(long height, long width, long channels, PathLabelGenerator labelGenerator, PathMultiLabelGenerator labelMultiGenerator, ImageTransform imageTransform)BaseImageRecordReader(long height, long width, long channels, PathLabelGenerator labelGenerator, ImageTransform imageTransform)ImageRecordReader(long height, long width, long channels, boolean nchw_channels_first, PathLabelGenerator labelGenerator, ImageTransform imageTransform)Loads images with given height, width, and channels, appending labels returned by the generator.
Ifnchw_channels_first == trueoutput format is NCHW (channels first) - [numExamples, channels, height, width]
Ifnchw_channels_first == falseoutput format is NHWC (channels last) - [numExamples, height, width, channels]ImageRecordReader(long height, long width, long channels, PathLabelGenerator labelGenerator, ImageTransform imageTransform)Loads images with given height, width, and channels, appending labels returned by the generator.ImageRecordReader(long height, long width, long channels, ImageTransform imageTransform)Loads images with given height, width, and channels, appending no labels. -
Uses of ImageTransform in org.datavec.image.recordreader.objdetect
Constructors in org.datavec.image.recordreader.objdetect with parameters of type ImageTransform Constructor Description ObjectDetectionRecordReader(int height, int width, int channels, int gridH, int gridW, boolean nchw, ImageObjectLabelProvider labelProvider, ImageTransform imageTransform)When imageTransform != null, object is removed if new center is outside of transformed image bounds.ObjectDetectionRecordReader(int height, int width, int channels, int gridH, int gridW, ImageObjectLabelProvider labelProvider, ImageTransform imageTransform)As perObjectDetectionRecordReader(int, int, int, int, int, boolean, ImageObjectLabelProvider, ImageTransform)but hardcoded to NCHW format -
Uses of ImageTransform in org.datavec.image.transform
Classes in org.datavec.image.transform that implement ImageTransform Modifier and Type Class Description classBaseImageTransform<F>classBoxImageTransformclassColorConversionTransformclassCropImageTransformclassEqualizeHistTransformclassFilterImageTransformclassFlipImageTransformclassLargestBlobCropTransformclassMultiImageTransformclassPipelineImageTransformclassRandomCropTransformclassResizeImageTransformclassRotateImageTransformclassScaleImageTransformclassShowImageTransformclassWarpImageTransformFields in org.datavec.image.transform with type parameters of type ImageTransform Modifier and Type Field Description protected List<ImageTransform>PipelineImageTransform. currentTransformsprotected List<org.nd4j.common.primitives.Pair<ImageTransform,Double>>PipelineImageTransform.Builder. imageTransformsprotected List<org.nd4j.common.primitives.Pair<ImageTransform,Double>>PipelineImageTransform. imageTransformsMethods in org.datavec.image.transform with parameters of type ImageTransform Modifier and Type Method Description PipelineImageTransform.BuilderPipelineImageTransform.Builder. addImageTransform(@NonNull ImageTransform transform)This method adds given transform with 100% invocation probability to this pipelienPipelineImageTransform.BuilderPipelineImageTransform.Builder. addImageTransform(@NonNull ImageTransform transform, Double probability)This method adds given transform with given invocation probability to this pipelienConstructors in org.datavec.image.transform with parameters of type ImageTransform Constructor Description ImageTransformProcess(int seed, ImageTransform... transforms)MultiImageTransform(Random random, ImageTransform... transforms)MultiImageTransform(ImageTransform... transforms)PipelineImageTransform(long seed, boolean shuffle, ImageTransform... transforms)PipelineImageTransform(ImageTransform... transforms)Constructor parameters in org.datavec.image.transform with type arguments of type ImageTransform Constructor Description ImageTransformProcess(int seed, List<ImageTransform> transformList)PipelineImageTransform(long seed, List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms)PipelineImageTransform(long seed, List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)PipelineImageTransform(List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms)PipelineImageTransform(List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)PipelineImageTransform(Random random, long seed, List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)
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