Uses of Interface
org.datavec.image.transform.ImageTransform

Packages that use ImageTransform

Package	Description
org.datavec.image.loader
org.datavec.image.recordreader
org.datavec.image.recordreader.objdetect
org.datavec.image.transform

Uses of ImageTransform in org.datavec.image.loader

Fields in org.datavec.image.loader declared as ImageTransform

Modifier and Type	Field and Description
protected ImageTransform	BaseImageLoader.imageTransform

Constructors in org.datavec.image.loader with parameters of type ImageTransform

Constructor and 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 and Description
protected ImageTransform	BaseImageRecordReader.imageTransform

Methods in org.datavec.image.recordreader with parameters of type ImageTransform

Modifier and Type	Method and Description
void	BaseImageRecordReader.initialize(Configuration conf, InputSplit split, ImageTransform imageTransform) Called once at initialization.
void	BaseImageRecordReader.initialize(InputSplit split, ImageTransform imageTransform) Called once at initialization.

Constructors in org.datavec.image.recordreader with parameters of type ImageTransform

Constructor and 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, ImageTransform imageTransform)
BaseImageRecordReader(long height, long width, long channels, PathLabelGenerator labelGenerator, PathMultiLabelGenerator labelMultiGenerator, 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. If nchw_channels_first == true output format is NCHW (channels first) - [numExamples, channels, height, width] If nchw_channels_first == false output format is NHWC (channels last) - [numExamples, height, width, channels]
ImageRecordReader(long height, long width, long channels, ImageTransform imageTransform) Loads images with given height, width, and channels, appending no labels.
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.

Uses of ImageTransform in org.datavec.image.recordreader.objdetect

Constructors in org.datavec.image.recordreader.objdetect with parameters of type ImageTransform

Constructor and 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 per ObjectDetectionRecordReader(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 and Description
class	BaseImageTransform<F>
class	BoxImageTransform
class	ColorConversionTransform
class	CropImageTransform
class	EqualizeHistTransform
class	FilterImageTransform
class	FlipImageTransform
class	LargestBlobCropTransform
class	MultiImageTransform
class	PipelineImageTransform
class	RandomCropTransform
class	ResizeImageTransform
class	RotateImageTransform
class	ScaleImageTransform
class	ShowImageTransform
class	WarpImageTransform

Fields in org.datavec.image.transform with type parameters of type ImageTransform

Modifier and Type	Field and Description
protected List<ImageTransform>	PipelineImageTransform.currentTransforms
protected List<org.nd4j.common.primitives.Pair<ImageTransform,Double>>	PipelineImageTransform.imageTransforms
protected List<org.nd4j.common.primitives.Pair<ImageTransform,Double>>	PipelineImageTransform.Builder.imageTransforms

Methods in org.datavec.image.transform with parameters of type ImageTransform

Modifier and Type	Method and Description
PipelineImageTransform.Builder	PipelineImageTransform.Builder.addImageTransform(@NonNull ImageTransform transform) This method adds given transform with 100% invocation probability to this pipelien
PipelineImageTransform.Builder	PipelineImageTransform.Builder.addImageTransform(@NonNull ImageTransform transform, Double probability) This method adds given transform with given invocation probability to this pipelien

Constructors in org.datavec.image.transform with parameters of type ImageTransform

Constructor and Description
ImageTransformProcess(int seed, ImageTransform... transforms)
MultiImageTransform(ImageTransform... transforms)
MultiImageTransform(Random random, ImageTransform... transforms)
PipelineImageTransform(ImageTransform... transforms)
PipelineImageTransform(long seed, boolean shuffle, ImageTransform... transforms)

Constructor parameters in org.datavec.image.transform with type arguments of type ImageTransform

Constructor and Description
ImageTransformProcess(int seed, List<ImageTransform> transformList)
PipelineImageTransform(List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms)
PipelineImageTransform(List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)
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(Random random, long seed, List<org.nd4j.common.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)