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, PathLabelGenerator labelGenerator, ImageTransform imageTransform)
BaseImageRecordReader(long height, long width, long channels, PathLabelGenerator labelGenerator, PathMultiLabelGenerator labelMultiGenerator, ImageTransform imageTransform)
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, ImageObjectLabelProvider labelProvider, ImageTransform imageTransform) When imageTransform != null, object is removed if new center is outside of transformed image bounds.

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> Implements the ImageTransform interface by providing its subclasses with a random object to use in the case of random transformations.
class	BoxImageTransform Boxes images to a given width and height without changing their aspect ratios, or the size of the objects, by either padding or cropping them from the center.
class	ColorConversionTransform Color conversion transform using CVT (cvtcolor): CVT Color.
class	CropImageTransform Crops images deterministically or randomly.
class	EqualizeHistTransform "Histogram Equalization equalizes the intensity distribution of an image or flattens the intensity distribution curve.
class	FilterImageTransform Filters images using FFmpeg (libavfilter): FFmpeg Filters Documentation.
class	FlipImageTransform Flips images deterministically or randomly.
class	LargestBlobCropTransform crop images based on it's largest blob.
class	MultiImageTransform Transforms images deterministically or randomly with the help of an array of ImageTransform
class	PipelineImageTransform Allows creation of image transform pipelines, either sequentially or randomly.
class	RandomCropTransform Randomly crops an image to a desired output size.
class	ResizeImageTransform ResizeImageTransform is suited to force the same image size for whole pipeline and it doesn't use any random factor for width and height.
class	RotateImageTransform Rotates and scales images deterministically or randomly.
class	ScaleImageTransform ScaleImageTransform is aim to scale by a certain random factor, not the final size of the image.
class	ShowImageTransform Shows images on the screen, does not actually transform them.
class	WarpImageTransform Warps the perspective of images deterministically or randomly.

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.linalg.primitives.Pair<ImageTransform,Double>>	PipelineImageTransform.imageTransforms
protected List<org.nd4j.linalg.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(ImageTransform transform) This method adds given transform with 100% invocation probability to this pipelien
PipelineImageTransform.Builder	PipelineImageTransform.Builder.addImageTransform(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.linalg.primitives.Pair<ImageTransform,Double>> transforms)
PipelineImageTransform(List<org.nd4j.linalg.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)
PipelineImageTransform(long seed, List<org.nd4j.linalg.primitives.Pair<ImageTransform,Double>> transforms)
PipelineImageTransform(long seed, List<org.nd4j.linalg.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)
PipelineImageTransform(Random random, long seed, List<org.nd4j.linalg.primitives.Pair<ImageTransform,Double>> transforms, boolean shuffle)