Index (datavec-data-image 1.0.0-beta4 API)

A B C D E F G H I J L M N O P Q R S T U V W

A

accumulateLabel(String) - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Accumulate the label from the path
addImageTransform(ImageTransform) - Method in class org.datavec.image.transform.PipelineImageTransform.Builder: This method adds given transform with 100% invocation probability to this pipelien
addImageTransform(ImageTransform, Double) - Method in class org.datavec.image.transform.PipelineImageTransform.Builder: This method adds given transform with given invocation probability to this pipelien
ALLOWED_FORMATS - Static variable in class org.datavec.image.loader.BaseImageLoader
ALLOWED_FORMATS - Static variable in class org.datavec.image.loader.NativeImageLoader
AndroidNativeImageLoader - Class in org.datavec.image.loader: Segregates functionality specific to Android that is not available on Java SE.
AndroidNativeImageLoader() - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
AndroidNativeImageLoader(int, int) - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
AndroidNativeImageLoader(int, int, int) - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
AndroidNativeImageLoader(int, int, int, boolean) - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
AndroidNativeImageLoader(int, int, int, ImageTransform) - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
AndroidNativeImageLoader(NativeImageLoader) - Constructor for class org.datavec.image.loader.AndroidNativeImageLoader
appendLabel - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
asBitmap(INDArray) - Method in class org.datavec.image.loader.AndroidNativeImageLoader: Returns asBitmap(array, Frame.DEPTH_UBYTE).
asBitmap(INDArray, int) - Method in class org.datavec.image.loader.AndroidNativeImageLoader: Converts an INDArray to a Bitmap.
asBufferedImage(INDArray) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Returns asBufferedImage(array, Frame.DEPTH_UBYTE).
asBufferedImage(INDArray, int) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Converts an INDArray to a BufferedImage.
asFrame(INDArray) - Method in class org.datavec.image.loader.NativeImageLoader: Returns asFrame(array, -1).
asFrame(INDArray, int) - Method in class org.datavec.image.loader.NativeImageLoader: Converts an INDArray to a JavaCV Frame.
asImageMatrix(File) - Method in class org.datavec.image.loader.BaseImageLoader
asImageMatrix(InputStream) - Method in class org.datavec.image.loader.BaseImageLoader
asImageMatrix(File) - Method in class org.datavec.image.loader.ImageLoader
asImageMatrix(InputStream) - Method in class org.datavec.image.loader.ImageLoader
asImageMatrix(File) - Method in class org.datavec.image.loader.LFWLoader
asImageMatrix(InputStream) - Method in class org.datavec.image.loader.LFWLoader
asImageMatrix(String) - Method in class org.datavec.image.loader.NativeImageLoader
asImageMatrix(File) - Method in class org.datavec.image.loader.NativeImageLoader
asImageMatrix(InputStream) - Method in class org.datavec.image.loader.NativeImageLoader
asImageMiniBatches(File, int, int) - Method in class org.datavec.image.loader.ImageLoader: Slices up an image in to a mini batch.
asMat(INDArray) - Method in class org.datavec.image.loader.NativeImageLoader: Returns asMat(array, -1).
asMat(INDArray, int) - Method in class org.datavec.image.loader.NativeImageLoader: Converts an INDArray to an OpenCV Mat.
asMatrix(Bitmap) - Method in class org.datavec.image.loader.AndroidNativeImageLoader
asMatrix(Object) - Method in class org.datavec.image.loader.AndroidNativeImageLoader
asMatrix(File) - Method in class org.datavec.image.loader.BaseImageLoader
asMatrix(InputStream) - Method in class org.datavec.image.loader.BaseImageLoader
asMatrix(File) - Method in class org.datavec.image.loader.CifarLoader
asMatrix(InputStream) - Method in class org.datavec.image.loader.CifarLoader
asMatrix(File) - Method in class org.datavec.image.loader.ImageLoader: Convert an image file in to a matrix
asMatrix(InputStream) - Method in class org.datavec.image.loader.ImageLoader: Convert an input stream to a matrix
asMatrix(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader: Convert an BufferedImage to a matrix
asMatrix(BufferedImage) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Returns asMatrix(image, false).
asMatrix(BufferedImage, boolean) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Loads a INDArray from a BufferedImage.
asMatrix(Object) - Method in class org.datavec.image.loader.Java2DNativeImageLoader
asMatrix(File) - Method in class org.datavec.image.loader.LFWLoader
asMatrix(InputStream) - Method in class org.datavec.image.loader.LFWLoader
asMatrix(String) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(File) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(InputStream) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(Object) - Method in class org.datavec.image.loader.NativeImageLoader: Calls AndroidNativeImageLoader.asMatrix(android.graphics.Bitmap) or Java2DNativeImageLoader.asMatrix(java.awt.image.BufferedImage).
asMatrix(Frame) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrix(ImageWritable) - Method in class org.datavec.image.loader.NativeImageLoader: Convert ImageWritable to INDArray
asMatrixView(InputStream, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrixView(String, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrixView(File, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrixView(Mat, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
asMatrixView(Mat, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
asRowVector(Bitmap) - Method in class org.datavec.image.loader.AndroidNativeImageLoader
asRowVector(Object) - Method in class org.datavec.image.loader.AndroidNativeImageLoader
asRowVector(File) - Method in class org.datavec.image.loader.BaseImageLoader
asRowVector(InputStream) - Method in class org.datavec.image.loader.BaseImageLoader
asRowVector(File) - Method in class org.datavec.image.loader.CifarLoader
asRowVector(InputStream) - Method in class org.datavec.image.loader.CifarLoader
asRowVector(File) - Method in class org.datavec.image.loader.ImageLoader: Convert a file to a row vector
asRowVector(InputStream) - Method in class org.datavec.image.loader.ImageLoader
asRowVector(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader: Convert an image in to a row vector
asRowVector(BufferedImage) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Returns asMatrix(image, false).ravel().
asRowVector(BufferedImage, boolean) - Method in class org.datavec.image.loader.Java2DNativeImageLoader: Returns asMatrix(image, flipChannels).ravel().
asRowVector(Object) - Method in class org.datavec.image.loader.Java2DNativeImageLoader
asRowVector(File) - Method in class org.datavec.image.loader.LFWLoader
asRowVector(InputStream) - Method in class org.datavec.image.loader.LFWLoader
asRowVector(String) - Method in class org.datavec.image.loader.NativeImageLoader
asRowVector(File) - Method in class org.datavec.image.loader.NativeImageLoader: Convert a file to a row vector
asRowVector(InputStream) - Method in class org.datavec.image.loader.NativeImageLoader
asRowVector(Object) - Method in class org.datavec.image.loader.NativeImageLoader: Returns asMatrix(image).ravel().
asRowVector(Frame) - Method in class org.datavec.image.loader.NativeImageLoader
asRowVector(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
asRowVector(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
asWritable(String) - Method in class org.datavec.image.loader.NativeImageLoader
asWritable(File) - Method in class org.datavec.image.loader.NativeImageLoader: Convert a file to a INDArray

B

BASE_DIR - Static variable in class org.datavec.image.loader.BaseImageLoader
BaseImageLoader - Class in org.datavec.image.loader: Created by nyghtowl on 12/17/15.
BaseImageLoader() - Constructor for class org.datavec.image.loader.BaseImageLoader
BaseImageLoader.MultiPageMode - Enum in org.datavec.image.loader
BaseImageRecordReader - Class in org.datavec.image.recordreader: Base class for the image record reader
BaseImageRecordReader() - Constructor for class org.datavec.image.recordreader.BaseImageRecordReader
BaseImageRecordReader(long, long, long, PathLabelGenerator) - Constructor for class org.datavec.image.recordreader.BaseImageRecordReader
BaseImageRecordReader(long, long, long, PathMultiLabelGenerator) - Constructor for class org.datavec.image.recordreader.BaseImageRecordReader
BaseImageRecordReader(long, long, long, PathLabelGenerator, ImageTransform) - Constructor for class org.datavec.image.recordreader.BaseImageRecordReader
BaseImageRecordReader(long, long, long, PathLabelGenerator, PathMultiLabelGenerator, ImageTransform) - Constructor for class org.datavec.image.recordreader.BaseImageRecordReader
BaseImageTransform<F> - Class in org.datavec.image.transform: Implements the ImageTransform interface by providing its subclasses with a random object to use in the case of random transformations.
BaseImageTransform(Random) - Constructor for class org.datavec.image.transform.BaseImageTransform
batchesSupported() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
blurHeight - Variable in class org.datavec.image.transform.LargestBlobCropTransform
blurWidth - Variable in class org.datavec.image.transform.LargestBlobCropTransform
BoxImageTransform - Class in org.datavec.image.transform: 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.
BoxImageTransform(int, int) - Constructor for class org.datavec.image.transform.BoxImageTransform: Calls this(null, width, height).
BoxImageTransform(Random, int, int) - Constructor for class org.datavec.image.transform.BoxImageTransform: Constructs an instance of the ImageTransform.
build() - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
build() - Method in class org.datavec.image.transform.PipelineImageTransform.Builder: This method returns new PipelineImageTransform instance
Builder() - Constructor for class org.datavec.image.transform.ImageTransformProcess.Builder
Builder() - Constructor for class org.datavec.image.transform.PipelineImageTransform.Builder

C

centerCropIfNeeded - Variable in class org.datavec.image.loader.BaseImageLoader
centerCropIfNeeded(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader
centerCropIfNeeded(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
channels - Variable in class org.datavec.image.loader.BaseImageLoader
CHANNELS - Static variable in class org.datavec.image.loader.CifarLoader
CHANNELS - Static variable in class org.datavec.image.loader.LFWLoader
channels - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
CHANNELS - Static variable in class org.datavec.image.recordreader.BaseImageRecordReader
cifarDataMap - Static variable in class org.datavec.image.loader.CifarLoader
CifarLoader - Class in org.datavec.image.loader: CifarLoader is loader specific for the Cifar10 dataset Reference: Learning Multiple Layers of Features from Tiny Images, Alex Krizhevsky, 2009.
CifarLoader() - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(boolean) - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(boolean, File) - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(int, int, int, boolean, boolean) - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(int, int, int, ImageTransform, boolean, boolean) - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(int, int, int, ImageTransform, boolean, boolean, boolean) - Constructor for class org.datavec.image.loader.CifarLoader
CifarLoader(int, int, int, ImageTransform, boolean, boolean, File, long, boolean) - Constructor for class org.datavec.image.loader.CifarLoader
close() - Method in class org.datavec.image.mnist.draw.DrawReconstruction
close() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
ColorConversionTransform - Class in org.datavec.image.transform: Color conversion transform using CVT (cvtcolor): CVT Color.
ColorConversionTransform() - Constructor for class org.datavec.image.transform.ColorConversionTransform: Default conversion BGR to Luv (chroma) color.
ColorConversionTransform(int) - Constructor for class org.datavec.image.transform.ColorConversionTransform: Return new ColorConversion object
ColorConversionTransform(Random, int) - Constructor for class org.datavec.image.transform.ColorConversionTransform: Return new ColorConversion object
colorConversionTransform(int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
conf - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
containsFormat(String) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
convertCifar(Mat) - Method in class org.datavec.image.loader.CifarLoader: Preprocess and store cifar based on successful Torch approach by Sergey Zagoruyko Reference: https://github.com/szagoruyko/cifar.torch
convertDataSet(int) - Method in class org.datavec.image.loader.CifarLoader
converter - Variable in class org.datavec.image.loader.NativeImageLoader
converter - Variable in class org.datavec.image.transform.BaseImageTransform
convertMat(byte[]) - Method in class org.datavec.image.loader.CifarLoader
createReader(InputSplit, Configuration) - Method in class org.datavec.image.format.ImageInputFormat
createReader(InputSplit) - Method in class org.datavec.image.format.ImageInputFormat
CROP_IMAGE - Static variable in class org.datavec.image.recordreader.BaseImageRecordReader
cropImage - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
CropImageTransform - Class in org.datavec.image.transform: Crops images deterministically or randomly.
CropImageTransform(int) - Constructor for class org.datavec.image.transform.CropImageTransform: Calls this(null, crop, crop, crop, crop).
CropImageTransform(Random, int) - Constructor for class org.datavec.image.transform.CropImageTransform: Calls this(random, crop, crop, crop, crop).
CropImageTransform(int, int, int, int) - Constructor for class org.datavec.image.transform.CropImageTransform: Calls this(random, cropTop, cropLeft, cropBottom, cropRight).
CropImageTransform(Random, int, int, int, int) - Constructor for class org.datavec.image.transform.CropImageTransform: Constructs an instance of the ImageTransform.
cropImageTransform(int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
cropImageTransform(int, int, int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
currentFile - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
currentImage - Variable in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
currentImage - Variable in class org.datavec.image.transform.BaseImageTransform
currentTransforms - Variable in class org.datavec.image.transform.PipelineImageTransform

D

DATA_URL - Static variable in class org.datavec.image.loader.LFWLoader
dataFile - Variable in class org.datavec.image.loader.LFWLoader
DEFAULT_SHUFFLE - Static variable in class org.datavec.image.loader.CifarLoader
DEFAULT_USE_SPECIAL_PREPROC - Static variable in class org.datavec.image.loader.CifarLoader
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.BaseImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.BoxImageTransform: Takes an image and returns a boxed version of the image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.ColorConversionTransform: Takes an image and returns a transformed image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.CropImageTransform: Takes an image and returns a transformed image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.EqualizeHistTransform: Takes an image and returns a transformed image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.FilterImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.FlipImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.LargestBlobCropTransform: Takes an image and returns a cropped image based on it's largest blob.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.MultiImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.PipelineImageTransform: Takes an image and executes a pipeline of combined transforms.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.RandomCropTransform: Takes an image and returns a randomly cropped image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.ResizeImageTransform: Takes an image and returns a transformed image.
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.RotateImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.ScaleImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.ShowImageTransform
doTransform(ImageWritable, Random) - Method in class org.datavec.image.transform.WarpImageTransform: Takes an image and returns a transformed image.
downloadAndUntar(Map, File) - Static method in class org.datavec.image.loader.BaseImageLoader
downloadAndUntar() - Method in class org.datavec.image.mnist.MnistFetcher
draw() - Method in class org.datavec.image.mnist.draw.DrawReconstruction
DrawMnist - Class in org.datavec.image.mnist.draw
DrawMnist() - Constructor for class org.datavec.image.mnist.draw.DrawMnist
drawMnist(DataSet, INDArray) - Static method in class org.datavec.image.mnist.draw.DrawMnist
DrawReconstruction - Class in org.datavec.image.mnist.draw
DrawReconstruction(INDArray, int, int) - Constructor for class org.datavec.image.mnist.draw.DrawReconstruction
DrawReconstruction(INDArray) - Constructor for class org.datavec.image.mnist.draw.DrawReconstruction

E

EqualizeHistTransform - Class in org.datavec.image.transform: "Histogram Equalization equalizes the intensity distribution of an image or flattens the intensity distribution curve.
EqualizeHistTransform() - Constructor for class org.datavec.image.transform.EqualizeHistTransform: Default transforms histogram equalization for CV_BGR2GRAY (grayscale)
EqualizeHistTransform(int) - Constructor for class org.datavec.image.transform.EqualizeHistTransform: Return contrast normalized object
EqualizeHistTransform(Random, int) - Constructor for class org.datavec.image.transform.EqualizeHistTransform: Return contrast normalized object
equalizeHistTransform(int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
equals(Object) - Method in class org.datavec.image.data.ImageWritable
execute(List<Writable>) - Method in class org.datavec.image.transform.ImageTransformProcess
execute(ImageWritable) - Method in class org.datavec.image.transform.ImageTransformProcess
executeArray(ImageWritable) - Method in class org.datavec.image.transform.ImageTransformProcess

F

fileNameMap - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
fileNum - Variable in class org.datavec.image.loader.CifarLoader
fillNDArray(Mat, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
FilterImageTransform - Class in org.datavec.image.transform: Filters images using FFmpeg (libavfilter): FFmpeg Filters Documentation.
FilterImageTransform(String, int, int) - Constructor for class org.datavec.image.transform.FilterImageTransform: Calls this(filters, width, height, 3).
FilterImageTransform(String, int, int, int) - Constructor for class org.datavec.image.transform.FilterImageTransform: Constructs a filtergraph out of the filter specification.
filterImageTransform(String, int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
filterImageTransform(String, int, int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
finishedInputStreamSplit - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
flattenedImageFromFile(File) - Method in class org.datavec.image.loader.ImageLoader
FlipImageTransform - Class in org.datavec.image.transform: Flips images deterministically or randomly.
FlipImageTransform() - Constructor for class org.datavec.image.transform.FlipImageTransform: Calls this(null).
FlipImageTransform(int) - Constructor for class org.datavec.image.transform.FlipImageTransform: Calls this(null) and sets the flip mode.
FlipImageTransform(Random) - Constructor for class org.datavec.image.transform.FlipImageTransform: Constructs an instance of the ImageTransform.
flipImageTransform(int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
frame - Variable in class org.datavec.image.data.ImageWritable
frame - Variable in class org.datavec.image.mnist.draw.DrawReconstruction
fromFile(File) - Method in class org.datavec.image.loader.ImageLoader: Load a rastered image from file
fromFileMultipleChannels(File) - Method in class org.datavec.image.loader.ImageLoader: Load a rastered image from file
fromJson(String) - Static method in class org.datavec.image.transform.ImageTransformProcess: Deserialize a JSON String (created by ImageTransformProcess.toJson()) to a ImageTransformProcess
fromYaml(String) - Static method in class org.datavec.image.transform.ImageTransformProcess: Deserialize a JSON String (created by ImageTransformProcess.toJson()) to a ImageTransformProcess
fullDir - Variable in class org.datavec.image.loader.CifarLoader
fullDir - Variable in class org.datavec.image.loader.LFWLoader

G

generateLfwMaps() - Method in class org.datavec.image.loader.LFWLoader
generateMaps() - Method in class org.datavec.image.loader.CifarLoader
getAllowedFormats() - Method in class org.datavec.image.loader.BaseImageLoader
getAllowedFormats() - Method in class org.datavec.image.loader.NativeImageLoader
getCols() - Method in class org.datavec.image.mnist.MnistImageFile: Number of columns per image.
getConf() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
getCount() - Method in class org.datavec.image.mnist.MnistDbFile
getCurrentFile() - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Returns the file loaded last by BaseImageRecordReader.next().
getCurrentImage() - Method in class org.datavec.image.transform.BaseImageTransform
getCurrentImage() - Method in interface org.datavec.image.transform.ImageTransform: Returns the last transformed image or null if none transformed yet.
getCurrentIndex() - Method in class org.datavec.image.mnist.MnistDbFile: The current entry index.
getDepth() - Method in class org.datavec.image.data.ImageWritable
getEntryLength() - Method in class org.datavec.image.mnist.MnistDbFile: Number of bytes for each entry.
getEntryLength() - Method in class org.datavec.image.mnist.MnistImageFile
getFrame() - Method in class org.datavec.image.data.ImageWritable
getHeaderSize() - Method in class org.datavec.image.mnist.MnistDbFile
getHeaderSize() - Method in class org.datavec.image.mnist.MnistImageFile
getHeight() - Method in class org.datavec.image.data.ImageWritable
getImage() - Method in class org.datavec.image.mnist.draw.DrawReconstruction
getImageObjectsForPath(String) - Method in interface org.datavec.image.recordreader.objdetect.ImageObjectLabelProvider
getImageObjectsForPath(URI) - Method in interface org.datavec.image.recordreader.objdetect.ImageObjectLabelProvider
getImageObjectsForPath(String) - Method in class org.datavec.image.recordreader.objdetect.impl.SvhnLabelProvider
getImageObjectsForPath(URI) - Method in class org.datavec.image.recordreader.objdetect.impl.SvhnLabelProvider
getImageObjectsForPath(String) - Method in class org.datavec.image.recordreader.objdetect.impl.VocLabelProvider
getImageObjectsForPath(URI) - Method in class org.datavec.image.recordreader.objdetect.impl.VocLabelProvider
getImages() - Method in class org.datavec.image.mnist.MnistManager: Get the underlying images file as MnistImageFile.
getInputStream() - Method in class org.datavec.image.loader.CifarLoader
getLabel(String) - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Get the label from the given path
getLabels() - Method in class org.datavec.image.loader.CifarLoader
getLabels() - Method in class org.datavec.image.mnist.MnistManager: Get the underlying labels file as MnistLabelFile.
getLabels() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
getMagicNumber() - Method in class org.datavec.image.mnist.MnistDbFile: MNIST DB files start with unique integer number.
getMagicNumber() - Method in class org.datavec.image.mnist.MnistImageFile
getMagicNumber() - Method in class org.datavec.image.mnist.MnistLabelFile
getRecordReader(long) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, long, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, boolean, double) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, int[], boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, long[], boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, PathLabelGenerator, boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, int[], PathLabelGenerator, boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, long[], PathLabelGenerator, boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, int[], long, PathLabelGenerator, boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRecordReader(long, long, long[], long, PathLabelGenerator, boolean, double, Random) - Method in class org.datavec.image.loader.LFWLoader
getRows() - Method in class org.datavec.image.mnist.MnistImageFile: Number of rows per image.
getType() - Method in class org.datavec.image.data.ImageWritable
getWidth() - Method in class org.datavec.image.data.ImageWritable
getXCenterPixels() - Method in class org.datavec.image.recordreader.objdetect.ImageObject
getYCenterPixels() - Method in class org.datavec.image.recordreader.objdetect.ImageObject
gunzipFile(File, File) - Static method in class org.datavec.image.mnist.MnistFetcher

H

hasNext() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
height - Variable in class org.datavec.image.loader.BaseImageLoader
HEIGHT - Static variable in class org.datavec.image.loader.CifarLoader
HEIGHT - Static variable in class org.datavec.image.loader.LFWLoader
height - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
HEIGHT - Static variable in class org.datavec.image.recordreader.BaseImageRecordReader
hitImage - Variable in class org.datavec.image.recordreader.BaseImageRecordReader

I

Image - Class in org.datavec.image.data
Image() - Constructor for class org.datavec.image.data.Image
IMAGE_LOADER - Static variable in class org.datavec.image.recordreader.BaseImageRecordReader
imageFilesExist() - Method in class org.datavec.image.loader.LFWLoader
ImageInputFormat - Class in org.datavec.image.format
ImageInputFormat() - Constructor for class org.datavec.image.format.ImageInputFormat
ImageLoader - Class in org.datavec.image.loader: Image loader for taking images and converting them to matrices
ImageLoader() - Constructor for class org.datavec.image.loader.ImageLoader
ImageLoader(long, long) - Constructor for class org.datavec.image.loader.ImageLoader: Instantiate an image with the given height and width
ImageLoader(long, long, long) - Constructor for class org.datavec.image.loader.ImageLoader: Instantiate an image with the given height and width
ImageLoader(long, long, long, boolean) - Constructor for class org.datavec.image.loader.ImageLoader: Instantiate an image with the given height and width
imageLoader - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
ImageObject - Class in org.datavec.image.recordreader.objdetect
ImageObject(int, int, int, int, String) - Constructor for class org.datavec.image.recordreader.objdetect.ImageObject
ImageObjectLabelProvider - Interface in org.datavec.image.recordreader.objdetect
ImageRecordReader - Class in org.datavec.image.recordreader: Image record reader.
ImageRecordReader() - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with height = 28, width = 28, and channels = 1, appending no labels.
ImageRecordReader(long, long, long, PathLabelGenerator) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending labels returned by the generator.
ImageRecordReader(long, long, long, PathMultiLabelGenerator) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending labels returned by the generator.
ImageRecordReader(long, long, long) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending no labels.
ImageRecordReader(long, long, long, PathLabelGenerator, ImageTransform) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending labels returned by the generator.
ImageRecordReader(long, long, long, ImageTransform) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending no labels.
ImageRecordReader(long, long, PathLabelGenerator) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels, appending labels returned by the generator.
ImageRecordReader(long, long) - Constructor for class org.datavec.image.recordreader.ImageRecordReader: Loads images with given height, width, and channels = 1, appending no labels.
imageTransform - Variable in class org.datavec.image.loader.BaseImageLoader
imageTransform - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
ImageTransform - Interface in org.datavec.image.transform: Transforms an image in some way, either deterministically or randomly.
ImageTransformHelper() - Constructor for class org.datavec.image.serde.LegacyImageMappingHelper.ImageTransformHelper
ImageTransformProcess - Class in org.datavec.image.transform: Created by kepricon on 17.
ImageTransformProcess(int, ImageTransform...) - Constructor for class org.datavec.image.transform.ImageTransformProcess
ImageTransformProcess(int, List<ImageTransform>) - Constructor for class org.datavec.image.transform.ImageTransformProcess
ImageTransformProcess(ImageTransformProcess.Builder) - Constructor for class org.datavec.image.transform.ImageTransformProcess
ImageTransformProcess.Builder - Class in org.datavec.image.transform: Builder class for constructing a ImageTransformProcess
imageTransforms - Variable in class org.datavec.image.transform.PipelineImageTransform.Builder
imageTransforms - Variable in class org.datavec.image.transform.PipelineImageTransform
ImageUtils - Class in org.datavec.image.util
ImageUtils() - Constructor for class org.datavec.image.util.ImageUtils
ImageWritable - Class in org.datavec.image.data: Wraps a Frame to allow serialization within this framework.
ImageWritable() - Constructor for class org.datavec.image.data.ImageWritable
ImageWritable(Frame) - Constructor for class org.datavec.image.data.ImageWritable
initialize(InputSplit) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
initialize(Configuration, InputSplit) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
initialize(InputSplit, ImageTransform) - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Called once at initialization.
initialize(Configuration, InputSplit, ImageTransform) - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Called once at initialization.
initialize(InputSplit) - Method in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
inputSplit - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
inputStream - Variable in class org.datavec.image.loader.CifarLoader
isCanny - Variable in class org.datavec.image.transform.LargestBlobCropTransform
iter - Variable in class org.datavec.image.recordreader.BaseImageRecordReader

J

Java2DNativeImageLoader - Class in org.datavec.image.loader: Segregates functionality specific to Java 2D that is not available on Android.
Java2DNativeImageLoader() - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader
Java2DNativeImageLoader(int, int) - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader
Java2DNativeImageLoader(int, int, int) - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader
Java2DNativeImageLoader(int, int, int, boolean) - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader
Java2DNativeImageLoader(int, int, int, ImageTransform) - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader
Java2DNativeImageLoader(NativeImageLoader) - Constructor for class org.datavec.image.loader.Java2DNativeImageLoader

L

LABEL_PATTERN - Static variable in class org.datavec.image.loader.LFWLoader
LABEL_URL - Static variable in class org.datavec.image.loader.LFWLoader
labelFile - Variable in class org.datavec.image.loader.LFWLoader
labelGenerator - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
labelMultiGenerator - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
labels - Variable in class org.datavec.image.loader.CifarLoader
labels - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
LargestBlobCropTransform - Class in org.datavec.image.transform: crop images based on it's largest blob.
LargestBlobCropTransform() - Constructor for class org.datavec.image.transform.LargestBlobCropTransform: Calls this(null
LargestBlobCropTransform(Random) - Constructor for class org.datavec.image.transform.LargestBlobCropTransform: Calls this(random, CV_RETR_CCOMP, CV_CHAIN_APPROX_SIMPLE, 3, 3, 100, 200, true)
LargestBlobCropTransform(Random, int, int, int, int, int, int, boolean) - Constructor for class org.datavec.image.transform.LargestBlobCropTransform
LegacyImageMappingHelper - Class in org.datavec.image.serde
LegacyImageMappingHelper() - Constructor for class org.datavec.image.serde.LegacyImageMappingHelper
LegacyImageMappingHelper.ImageTransformHelper - Class in org.datavec.image.serde
LegacyImageMappingHelper.LegacyImageTransformDeserializer - Class in org.datavec.image.serde
LegacyImageTransformDeserializer() - Constructor for class org.datavec.image.serde.LegacyImageMappingHelper.LegacyImageTransformDeserializer
lfwData - Static variable in class org.datavec.image.loader.LFWLoader
lfwLabel - Static variable in class org.datavec.image.loader.LFWLoader
LFWLoader - Class in org.datavec.image.loader: Loads LFW faces data transform.
LFWLoader() - Constructor for class org.datavec.image.loader.LFWLoader
LFWLoader(boolean) - Constructor for class org.datavec.image.loader.LFWLoader
LFWLoader(int[], boolean) - Constructor for class org.datavec.image.loader.LFWLoader
LFWLoader(long[], boolean) - Constructor for class org.datavec.image.loader.LFWLoader
LFWLoader(int[], ImageTransform, boolean) - Constructor for class org.datavec.image.loader.LFWLoader
LFWLoader(long[], ImageTransform, boolean) - Constructor for class org.datavec.image.loader.LFWLoader
lfwSubsetData - Static variable in class org.datavec.image.loader.LFWLoader
load() - Method in class org.datavec.image.loader.CifarLoader
load() - Method in class org.datavec.image.loader.LFWLoader
load(long, long, long, PathLabelGenerator, double, Random) - Method in class org.datavec.image.loader.LFWLoader
loadDS - Variable in class org.datavec.image.loader.CifarLoader
loadDSIndex - Variable in class org.datavec.image.loader.CifarLoader
loadFromMetaData(RecordMetaData) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
loadFromMetaData(List<RecordMetaData>) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
localDir - Variable in class org.datavec.image.loader.LFWLoader
localSubDir - Variable in class org.datavec.image.loader.LFWLoader
log - Static variable in class org.datavec.image.loader.BaseImageLoader
logLabelCountOnInit - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
lowerThresh - Variable in class org.datavec.image.transform.LargestBlobCropTransform

M

meanStdStored - Variable in class org.datavec.image.loader.CifarLoader
meanVarPath - Variable in class org.datavec.image.loader.CifarLoader
method - Variable in class org.datavec.image.transform.LargestBlobCropTransform
MnistDbFile - Class in org.datavec.image.mnist: MNIST database file containing entries that can represent image or label data.
MnistDbFile(String, String) - Constructor for class org.datavec.image.mnist.MnistDbFile: Creates new instance and reads the header information.
MnistFetcher - Class in org.datavec.image.mnist
MnistFetcher() - Constructor for class org.datavec.image.mnist.MnistFetcher
MnistImageFile - Class in org.datavec.image.mnist: MNIST database image file.
MnistImageFile(String, String) - Constructor for class org.datavec.image.mnist.MnistImageFile: Creates new MNIST database image file ready for reading.
MnistLabelFile - Class in org.datavec.image.mnist: MNIST database label file.
MnistLabelFile(String, String) - Constructor for class org.datavec.image.mnist.MnistLabelFile: Creates new MNIST database label file ready for reading.
MnistManager - Class in org.datavec.image.mnist: Utility class for working with the MNIST database.
MnistManager(String, String) - Constructor for class org.datavec.image.mnist.MnistManager: Constructs an instance managing the two given data files.
mode - Variable in class org.datavec.image.transform.LargestBlobCropTransform
MultiImageTransform - Class in org.datavec.image.transform: Transforms images deterministically or randomly with the help of an array of ImageTransform
MultiImageTransform(ImageTransform...) - Constructor for class org.datavec.image.transform.MultiImageTransform
MultiImageTransform(Random, ImageTransform...) - Constructor for class org.datavec.image.transform.MultiImageTransform
multiPageMode - Variable in class org.datavec.image.loader.BaseImageLoader

N

NativeImageLoader - Class in org.datavec.image.loader: Uses JavaCV to load images.
NativeImageLoader() - Constructor for class org.datavec.image.loader.NativeImageLoader: Loads images with no scaling or conversion.
NativeImageLoader(long, long) - Constructor for class org.datavec.image.loader.NativeImageLoader: Instantiate an image with the given height and width
NativeImageLoader(long, long, long) - Constructor for class org.datavec.image.loader.NativeImageLoader: Instantiate an image with the given height and width
NativeImageLoader(long, long, long, boolean) - Constructor for class org.datavec.image.loader.NativeImageLoader: Instantiate an image with the given height and width
NativeImageLoader(long, long, long, ImageTransform) - Constructor for class org.datavec.image.loader.NativeImageLoader: Instantiate an image with the given height and width
NativeImageLoader(long, long, long, BaseImageLoader.MultiPageMode) - Constructor for class org.datavec.image.loader.NativeImageLoader: Instantiate an image with the given height and width
NativeImageLoader(NativeImageLoader) - Constructor for class org.datavec.image.loader.NativeImageLoader
next(int) - Method in class org.datavec.image.loader.CifarLoader
next(int, int) - Method in class org.datavec.image.loader.CifarLoader
next() - Method in class org.datavec.image.mnist.MnistDbFile: Move to the next entry.
next() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
next(int) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
next() - Method in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
next(int) - Method in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
nextImage() - Method in class org.datavec.image.mnist.MnistImageFile: Move the cursor to the next image.
nextRecord() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
nextRecord() - Method in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
normalizeCifar(File) - Method in class org.datavec.image.loader.CifarLoader: Normalize and store cifar based on successful Torch approach by Sergey Zagoruyko Reference: https://github.com/szagoruyko/cifar.torch
NUM_IMAGES - Static variable in class org.datavec.image.loader.LFWLoader
NUM_LABELS - Static variable in class org.datavec.image.loader.CifarLoader
NUM_LABELS - Static variable in class org.datavec.image.loader.LFWLoader
NUM_TEST_IMAGES - Static variable in class org.datavec.image.loader.CifarLoader
NUM_TRAIN_IMAGES - Static variable in class org.datavec.image.loader.CifarLoader
numExamples - Variable in class org.datavec.image.loader.CifarLoader
numLabels() - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Returns getLabels().size().

O

ObjectDetectionRecordReader - Class in org.datavec.image.recordreader.objdetect: An image record reader for object detection.
ObjectDetectionRecordReader(int, int, int, int, int, ImageObjectLabelProvider) - Constructor for class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
ObjectDetectionRecordReader(int, int, int, int, int, ImageObjectLabelProvider, ImageTransform) - Constructor for class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader: When imageTransform != null, object is removed if new center is outside of transformed image bounds.
org.datavec.image.data - package org.datavec.image.data
org.datavec.image.format - package org.datavec.image.format
org.datavec.image.loader - package org.datavec.image.loader
org.datavec.image.mnist - package org.datavec.image.mnist
org.datavec.image.mnist.draw - package org.datavec.image.mnist.draw
org.datavec.image.recordreader - package org.datavec.image.recordreader
org.datavec.image.recordreader.objdetect - package org.datavec.image.recordreader.objdetect
org.datavec.image.recordreader.objdetect.impl - package org.datavec.image.recordreader.objdetect.impl
org.datavec.image.serde - package org.datavec.image.serde
org.datavec.image.transform - package org.datavec.image.transform
org.datavec.image.util - package org.datavec.image.util
outputHeight - Variable in class org.datavec.image.transform.RandomCropTransform
outputWidth - Variable in class org.datavec.image.transform.RandomCropTransform

P

pattern - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
patternPosition - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
PipelineImageTransform - Class in org.datavec.image.transform: Allows creation of image transform pipelines, either sequentially or randomly.
PipelineImageTransform(ImageTransform...) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(long, boolean, ImageTransform...) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(List<Pair<ImageTransform, Double>>) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(List<Pair<ImageTransform, Double>>, boolean) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(long, List<Pair<ImageTransform, Double>>) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(long, List<Pair<ImageTransform, Double>>, boolean) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform(Random, long, List<Pair<ImageTransform, Double>>, boolean) - Constructor for class org.datavec.image.transform.PipelineImageTransform
PipelineImageTransform.Builder - Class in org.datavec.image.transform: Optional builder helper for PipelineImageTransform
prev() - Method in class org.datavec.image.mnist.MnistDbFile: Move to the previous entry.
prevImage() - Method in class org.datavec.image.mnist.MnistImageFile: Move the cursor to the previous image.

Q

query(float...) - Method in class org.datavec.image.transform.BaseImageTransform
query(float...) - Method in class org.datavec.image.transform.BoxImageTransform
query(float...) - Method in class org.datavec.image.transform.ColorConversionTransform
query(float...) - Method in class org.datavec.image.transform.CropImageTransform
query(float...) - Method in class org.datavec.image.transform.EqualizeHistTransform
query(float...) - Method in class org.datavec.image.transform.FlipImageTransform
query(float...) - Method in interface org.datavec.image.transform.ImageTransform: Transforms the given coordinates using the parameters that were used to transform the last image.
query(float...) - Method in class org.datavec.image.transform.LargestBlobCropTransform
query(float...) - Method in class org.datavec.image.transform.MultiImageTransform
query(float...) - Method in class org.datavec.image.transform.PipelineImageTransform
query(float...) - Method in class org.datavec.image.transform.RandomCropTransform
query(float...) - Method in class org.datavec.image.transform.ResizeImageTransform
query(float...) - Method in class org.datavec.image.transform.RotateImageTransform
query(float...) - Method in class org.datavec.image.transform.ScaleImageTransform
query(float...) - Method in class org.datavec.image.transform.ShowImageTransform
query(float...) - Method in class org.datavec.image.transform.WarpImageTransform

R

random - Variable in class org.datavec.image.transform.BaseImageTransform
randomCropTransform(int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
randomCropTransform(long, int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
RandomCropTransform - Class in org.datavec.image.transform: Randomly crops an image to a desired output size.
RandomCropTransform(int, int) - Constructor for class org.datavec.image.transform.RandomCropTransform
RandomCropTransform(long, int, int) - Constructor for class org.datavec.image.transform.RandomCropTransform
RandomCropTransform(Random, long, int, int) - Constructor for class org.datavec.image.transform.RandomCropTransform
readFields(DataInput) - Method in class org.datavec.image.data.ImageWritable
readImage() - Method in class org.datavec.image.mnist.MnistImageFile: Reads the image at the current position.
readImage() - Method in class org.datavec.image.mnist.MnistManager: Reads the current image.
readjustToData() - Method in class org.datavec.image.mnist.draw.DrawReconstruction
readLabel() - Method in class org.datavec.image.mnist.MnistLabelFile: Reads the integer at the current position.
readLabel() - Method in class org.datavec.image.mnist.MnistManager: Reads the current label.
record - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
record(URI, DataInputStream) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
record(URI, DataInputStream) - Method in class org.datavec.image.recordreader.objdetect.ObjectDetectionRecordReader
REGEX_PATTERN - Static variable in class org.datavec.image.loader.LFWLoader
reset() - Method in class org.datavec.image.loader.CifarLoader
reset() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
resetSupported() - Method in class org.datavec.image.recordreader.BaseImageRecordReader
resizeImageTransform(int, int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
ResizeImageTransform - Class in org.datavec.image.transform: ResizeImageTransform is suited to force the same image size for whole pipeline and it doesn't use any random factor for width and height.
ResizeImageTransform(int, int) - Constructor for class org.datavec.image.transform.ResizeImageTransform: Returns new ResizeImageTransform object
ResizeImageTransform(Random, int, int) - Constructor for class org.datavec.image.transform.ResizeImageTransform: Returns new ResizeImageTransform object
rng - Variable in class org.datavec.image.loader.BaseImageLoader
rng - Variable in class org.datavec.image.transform.LargestBlobCropTransform
rng - Variable in class org.datavec.image.transform.PipelineImageTransform
rng - Variable in class org.datavec.image.transform.RandomCropTransform
rotateImageTransform(float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
rotateImageTransform(float, float, float, float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
RotateImageTransform - Class in org.datavec.image.transform: Rotates and scales images deterministically or randomly.
RotateImageTransform(float) - Constructor for class org.datavec.image.transform.RotateImageTransform: Calls this(null, 0, 0, angle, 0).
RotateImageTransform(Random, float) - Constructor for class org.datavec.image.transform.RotateImageTransform: Calls this(random, 0, 0, angle, 0).
RotateImageTransform(float, float, float, float) - Constructor for class org.datavec.image.transform.RotateImageTransform: Constructs an instance of the ImageTransform.
RotateImageTransform(Random, float, float, float, float) - Constructor for class org.datavec.image.transform.RotateImageTransform: Constructs an instance of the ImageTransform.

S

scaleImageTransform(float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
scaleImageTransform(float, float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
ScaleImageTransform - Class in org.datavec.image.transform: ScaleImageTransform is aim to scale by a certain random factor, not the final size of the image.
ScaleImageTransform(float) - Constructor for class org.datavec.image.transform.ScaleImageTransform: Calls this(null, delta, delta).
ScaleImageTransform(Random, float) - Constructor for class org.datavec.image.transform.ScaleImageTransform: Calls this(random, delta, delta).
ScaleImageTransform(float, float) - Constructor for class org.datavec.image.transform.ScaleImageTransform: Calls this(null, dx, dy).
ScaleImageTransform(Random, float, float) - Constructor for class org.datavec.image.transform.ScaleImageTransform: Constructs an instance of the ImageTransform.
scalingIfNeed(BufferedImage, boolean) - Method in class org.datavec.image.loader.ImageLoader
scalingIfNeed(BufferedImage, long, long, long, boolean) - Method in class org.datavec.image.loader.ImageLoader
scalingIfNeed(Mat) - Method in class org.datavec.image.loader.NativeImageLoader
scalingIfNeed(Mat, long, long) - Method in class org.datavec.image.loader.NativeImageLoader
seed - Variable in class org.datavec.image.loader.CifarLoader
seed(int) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
seed - Variable in class org.datavec.image.transform.PipelineImageTransform.Builder
setConf(Configuration) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
setCurrent(int) - Method in class org.datavec.image.mnist.MnistManager: Set the position to be read.
setCurrentFile(File) - Method in class org.datavec.image.recordreader.BaseImageRecordReader: Sets manually the file returned by BaseImageRecordReader.getCurrentFile().
setCurrentIndex(long) - Method in class org.datavec.image.mnist.MnistDbFile: Set the required current entry index.
setFrame(Frame) - Method in class org.datavec.image.data.ImageWritable
setInputStream() - Method in class org.datavec.image.loader.CifarLoader
setLabels(List<String>) - Method in class org.datavec.image.recordreader.BaseImageRecordReader
setSeed(long) - Method in class org.datavec.image.transform.PipelineImageTransform.Builder: This method sets RNG seet for this pipeline
ShowImageTransform - Class in org.datavec.image.transform: Shows images on the screen, does not actually transform them.
ShowImageTransform(CanvasFrame) - Constructor for class org.datavec.image.transform.ShowImageTransform: Calls this(canvas, -1).
ShowImageTransform(CanvasFrame, int) - Constructor for class org.datavec.image.transform.ShowImageTransform: Constructs an instance of the ImageTransform from a CanvasFrame.
ShowImageTransform(String) - Constructor for class org.datavec.image.transform.ShowImageTransform: Calls this(title, -1).
ShowImageTransform(String, int) - Constructor for class org.datavec.image.transform.ShowImageTransform: Constructs an instance of the ImageTransform with a new CanvasFrame.
shuffle - Variable in class org.datavec.image.loader.CifarLoader
shuffle - Variable in class org.datavec.image.transform.PipelineImageTransform
start() - Method in class org.datavec.image.mnist.draw.DrawReconstruction
SUB_NUM_IMAGES - Static variable in class org.datavec.image.loader.LFWLoader
SUB_NUM_LABELS - Static variable in class org.datavec.image.loader.LFWLoader
SUBSET_URL - Static variable in class org.datavec.image.loader.LFWLoader
subsetFile - Variable in class org.datavec.image.loader.LFWLoader
SvhnLabelProvider - Class in org.datavec.image.recordreader.objdetect.impl: Label provider for object detection, for use with ObjectDetectionRecordReader.
SvhnLabelProvider(File) - Constructor for class org.datavec.image.recordreader.objdetect.impl.SvhnLabelProvider

T

testFilesSerialized - Variable in class org.datavec.image.loader.CifarLoader
testInputStream - Variable in class org.datavec.image.loader.CifarLoader
title - Variable in class org.datavec.image.mnist.draw.DrawReconstruction
toBgr(File) - Method in class org.datavec.image.loader.ImageLoader: Convert an input stream to an bgr spectrum image
toBgr(InputStream) - Method in class org.datavec.image.loader.ImageLoader: Convert an input stream to an bgr spectrum image
toBgr(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader: Convert an BufferedImage to an bgr spectrum image
toBufferedImage(Image, int) - Static method in class org.datavec.image.loader.ImageLoader: Converts a given Image into a BufferedImage
toBufferedImageRGB(INDArray, BufferedImage) - Method in class org.datavec.image.loader.ImageLoader: Convert the given image to an rgb image
toDouble() - Method in class org.datavec.image.data.ImageWritable
toFloat() - Method in class org.datavec.image.data.ImageWritable
toImage(INDArray) - Static method in class org.datavec.image.loader.ImageLoader: Convert a matrix in to a buffereed image
toINDArrayBGR(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader
toInt() - Method in class org.datavec.image.data.ImageWritable
toIntArrayArray(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader
toJson() - Method in class org.datavec.image.transform.ImageTransformProcess: Convert the ImageTransformProcess to a JSON string
toLong() - Method in class org.datavec.image.data.ImageWritable
toRaveledTensor(File) - Method in class org.datavec.image.loader.ImageLoader: Changes the input stream in to an bgr based raveled(flattened) vector
toRaveledTensor(InputStream) - Method in class org.datavec.image.loader.ImageLoader: Changes the input stream in to an bgr based raveled(flattened) vector
toRaveledTensor(BufferedImage) - Method in class org.datavec.image.loader.ImageLoader: Convert an image in to a raveled tensor of the bgr values of the image
toYaml() - Method in class org.datavec.image.transform.ImageTransformProcess: Convert the ImageTransformProcess to a YAML string
train - Variable in class org.datavec.image.loader.CifarLoader
trainFilesSerialized - Variable in class org.datavec.image.loader.CifarLoader
trainingFileLabelsFilename_unzipped - Static variable in class org.datavec.image.mnist.MnistFetcher
trainingFilesFilename_unzipped - Static variable in class org.datavec.image.mnist.MnistFetcher
trainInputStream - Variable in class org.datavec.image.loader.CifarLoader
transform(ImageWritable) - Method in class org.datavec.image.transform.BaseImageTransform
transform(ImageWritable, Random) - Method in class org.datavec.image.transform.BaseImageTransform
transform(ImageWritable) - Method in interface org.datavec.image.transform.ImageTransform: Takes an image and returns a transformed image.
transform(ImageWritable, Random) - Method in interface org.datavec.image.transform.ImageTransform: Takes an image and returns a transformed image.
transformFileUriToInput(URI) - Method in class org.datavec.image.transform.ImageTransformProcess
transformImage(Mat, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
transformImage(Mat, INDArray) - Method in class org.datavec.image.loader.NativeImageLoader
translateCoordsScaleImage(double, double, double, double, double, double) - Static method in class org.datavec.image.util.ImageUtils: Calculate coordinates in an image, assuming the image has been scaled from (oH x oW) pixels to (nH x nW) pixels

U

uMean - Variable in class org.datavec.image.loader.CifarLoader
untarFile(File, File) - Method in class org.datavec.image.mnist.MnistFetcher
upperThresh - Variable in class org.datavec.image.transform.LargestBlobCropTransform
useSpecialPreProcessCifar - Variable in class org.datavec.image.loader.CifarLoader
useSubset - Variable in class org.datavec.image.loader.LFWLoader
uStd - Variable in class org.datavec.image.loader.CifarLoader

V

valueOf(String) - Static method in enum org.datavec.image.loader.BaseImageLoader.MultiPageMode: Returns the enum constant of this type with the specified name.
values() - Static method in enum org.datavec.image.loader.BaseImageLoader.MultiPageMode: Returns an array containing the constants of this enum type, in the order they are declared.
varManual(INDArray, double) - Method in class org.datavec.image.loader.CifarLoader
vMean - Variable in class org.datavec.image.loader.CifarLoader
VocLabelProvider - Class in org.datavec.image.recordreader.objdetect.impl: Label provider for object detection, for use with ObjectDetectionRecordReader.
VocLabelProvider(String) - Constructor for class org.datavec.image.recordreader.objdetect.impl.VocLabelProvider
vStd - Variable in class org.datavec.image.loader.CifarLoader

W

warpImageTransform(float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
warpImageTransform(float, float, float, float, float, float, float, float) - Method in class org.datavec.image.transform.ImageTransformProcess.Builder
WarpImageTransform - Class in org.datavec.image.transform: Warps the perspective of images deterministically or randomly.
WarpImageTransform(float) - Constructor for class org.datavec.image.transform.WarpImageTransform: Calls this(null, delta, delta, delta, delta, delta, delta, delta, delta).
WarpImageTransform(Random, float) - Constructor for class org.datavec.image.transform.WarpImageTransform: Calls this(random, delta, delta, delta, delta, delta, delta, delta, delta).
WarpImageTransform(float, float, float, float, float, float, float, float) - Constructor for class org.datavec.image.transform.WarpImageTransform: Calls this(null, dx1, dy1, dx2, dy2, dx3, dy3, dx4, dy4).
WarpImageTransform(Random, float, float, float, float, float, float, float, float) - Constructor for class org.datavec.image.transform.WarpImageTransform: Constructs an instance of the ImageTransform.
width - Variable in class org.datavec.image.loader.BaseImageLoader
WIDTH - Static variable in class org.datavec.image.loader.CifarLoader
WIDTH - Static variable in class org.datavec.image.loader.LFWLoader
width - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
WIDTH - Static variable in class org.datavec.image.recordreader.BaseImageRecordReader
write(DataOutput) - Method in class org.datavec.image.data.ImageWritable
writeImageToPpm(int[][], String) - Static method in class org.datavec.image.mnist.MnistManager: Writes the given image in the given file using the PPM data format.
writeLabel - Variable in class org.datavec.image.recordreader.BaseImageRecordReader
writeType(DataOutput) - Method in class org.datavec.image.data.ImageWritable

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