- calc(Dataset) - Method in class com.emphysic.myriad.core.data.ops.math.GradientVector
-
Calculates the magnitude and direction of the gradient vectors for the given input.
- calc(Dataset, Dataset) - Method in class com.emphysic.myriad.core.data.ops.math.GradientVector
-
Calculates the magnitude and direction of the gradient vectors for the given horizontal and
vertical gradients.
- calcThreshold(Dataset) - Static method in class com.emphysic.myriad.core.data.ops.Otsu1dOperation
-
Calculates Otsu's threshold for a given Dataset.
- calcThreshold(Dataset, boolean) - Static method in class com.emphysic.myriad.core.data.ops.Otsu1dOperation
-
Calculates Otsu's threshold for a given Dataset.
- canny(Dataset) - Static method in class com.emphysic.myriad.core.examples.EdgeDetection
-
Performs Canny edge detection on a dataset https://en.wikipedia.org/wiki/Canny_edge_detector
- CannyOperation - Class in com.emphysic.myriad.core.data.ops
-
CannyOperation - Canny Edge detection
Created by chris on 8/25/2016.
- CannyOperation(BlurOperation, SobelOperation, CannyOperation.AutoThreshold) - Constructor for class com.emphysic.myriad.core.data.ops.CannyOperation
-
Constructs a new Canny Edge detector with the specified denoise operation and gradient operation
- CannyOperation(BlurOperation, SobelOperation) - Constructor for class com.emphysic.myriad.core.data.ops.CannyOperation
-
Constructs a new Canny Edge detector with the specified denoise operation and gradient operation
- CannyOperation() - Constructor for class com.emphysic.myriad.core.data.ops.CannyOperation
-
Constructs a new Canny Edge detector, denoising input with a Gaussian Blur of radius 5 and calculating
gradients with a standard Sobel edge detector.
- CannyOperation(int) - Constructor for class com.emphysic.myriad.core.data.ops.CannyOperation
-
Constructs a new Canny Edge detector, denoising input with a Gaussian Blur of the specified radius and
calculating gradients with a standard Sobel edge detector.
- CannyOperation.AutoThreshold - Enum in com.emphysic.myriad.core.data.ops
-
Whether and how to attempt automatic calculation of the lower and upper thresholds.
- cardinals - Variable in class com.emphysic.myriad.core.data.ops.CannyOperation
-
Cardinal points - horizontal, vertical, and diagonal.
- ChainedDatasetOperation - Class in com.emphysic.myriad.core.data.ops
-
ChainedDatasetOperation - performs multiple DatasetOperations on an input.
- ChainedDatasetOperation() - Constructor for class com.emphysic.myriad.core.data.ops.ChainedDatasetOperation
-
Creates a new empty ChainedDatasetOperation.
- ChainedOperations - Class in com.emphysic.myriad.core.examples
-
Demonstrates how to "chain" Dataset operations by running a blur, edge detection, and normalization.
- ChainedOperations() - Constructor for class com.emphysic.myriad.core.examples.ChainedOperations
-
- classify(DenseVector) - Method in class com.emphysic.myriad.core.data.roi.AdaptiveSGDROIFinder
-
- classify(DenseVector) - Method in class com.emphysic.myriad.core.data.roi.PassiveAggressiveROIFinder
-
- classify(DenseVector) - Method in interface com.emphysic.myriad.core.data.roi.ROIProbability
-
- classify(DenseVector) - Method in class com.emphysic.myriad.core.experimental.roi.GradMachineROIFinder
-
- close() - Method in class com.emphysic.myriad.core.data.roi.AdaptiveSGDROIFinder
-
Shuts down the worker pool used during training and best model determination.
- close() - Method in class com.emphysic.myriad.core.data.roi.RESTROIFinder
-
Closes this resource, relinquishing any underlying resources.
- collapse(List<Dataset>) - Static method in class com.emphysic.myriad.core.data.ops.PyramidOperations
-
Blends the levels of a Laplacian pyramid into a single composite.
- collapse(Dataset, GaussianPyramidOperation) - Static method in class com.emphysic.myriad.core.data.ops.PyramidOperations
-
Generates the Laplacian Pyramid of an input and blends the levels into a single composite result.
- collapse(Dataset) - Static method in class com.emphysic.myriad.core.data.ops.PyramidOperations
-
Generates the Laplacian Pyramid of an input and blends the levels into a single composite result.
- com.emphysic.myriad.core.data.io - package com.emphysic.myriad.core.data.io
-
This package contains classes for reading and writing data.
- com.emphysic.myriad.core.data.ops - package com.emphysic.myriad.core.data.ops
-
This package contains classes that operate on data.
- com.emphysic.myriad.core.data.ops.math - package com.emphysic.myriad.core.data.ops.math
-
This package contains classes with general-purpose mathematical functions.
- com.emphysic.myriad.core.data.roi - package com.emphysic.myriad.core.data.roi
-
This package contains classes for detecting Regions Of Interest (ROI) such as NDE flaw signals, faces, or
object recognition.
- com.emphysic.myriad.core.data.util - package com.emphysic.myriad.core.data.util
-
This package contains general-purpose utilities for working with data and data operations.
- com.emphysic.myriad.core.examples - package com.emphysic.myriad.core.examples
-
This package contains demonstrations of using Myriad and its components.
- com.emphysic.myriad.core.experimental.aparapi - package com.emphysic.myriad.core.experimental.aparapi
-
This package contains code for using OpenCL acceleration for GPUs and accelerators such as Intel's Xeon Phi.
- com.emphysic.myriad.core.experimental.aparapi.kernels - package com.emphysic.myriad.core.experimental.aparapi.kernels
-
This package contains Aparapi kernels for performing calculations on OpenCL devices such as GPUs or accelerators
such as Intel's Xeon Phi.
- com.emphysic.myriad.core.experimental.roi - package com.emphysic.myriad.core.experimental.roi
-
- com.emphysic.myriad.core.ml - package com.emphysic.myriad.core.ml
-
This package contains utilities for machine learning training and validation.
- com.emphysic.myriad.network - package com.emphysic.myriad.network
-
This package contains classes for building distributed networks.
- com.emphysic.myriad.network.messages - package com.emphysic.myriad.network.messages
-
This package contains definitions of immutable messages for the Myriad network.
- com.pulispace.ui.panorama.util - package com.pulispace.ui.panorama.util
-
This package contains classes for handling very large image files.
- confThr - Variable in class com.emphysic.myriad.core.data.roi.MLROIConfFinder
-
A confidence threshold between 0 and 1 to be met for labelling a sample as containing ROI.
- ConvolutionKernel - Class in com.emphysic.myriad.core.experimental.aparapi.kernels
-
ConvolutionKernel - Aparapi kernel for performing convolution operations.
- ConvolutionKernel(double[][], double[], double[], int, int) - Constructor for class com.emphysic.myriad.core.experimental.aparapi.kernels.ConvolutionKernel
-
- ConvolutionKernel() - Constructor for class com.emphysic.myriad.core.experimental.aparapi.kernels.ConvolutionKernel
-
- ConvolutionOperation - Class in com.emphysic.myriad.core.data.ops
-
ConvolutionOperation - performs convolution on a Dataset.
- ConvolutionOperation() - Constructor for class com.emphysic.myriad.core.data.ops.ConvolutionOperation
-
Creates a new ConvolutionOperation with the identity kernel.
- ConvolutionOperation(double[][]) - Constructor for class com.emphysic.myriad.core.data.ops.ConvolutionOperation
-
Creates a new ConvolutionOperation with the specified kernel.
- ConvolutionOperation(Dataset) - Constructor for class com.emphysic.myriad.core.data.ops.ConvolutionOperation
-
Creates a new ConvolutionOperation with the specified kernel.
- create(File, int, int, int) - Static method in class com.pulispace.ui.panorama.util.BigBufferedImage
-
- create(File, File, int, int) - Static method in class com.pulispace.ui.panorama.util.BigBufferedImage
-
- CrossValidation - Class in com.emphysic.myriad.core.ml
-
CrossValidation - splits data into train/test and evaluates a machine learning model.
- CrossValidation(double[][], int[]) - Constructor for class com.emphysic.myriad.core.ml.CrossValidation
-
Create a new cross validator.
- CrossValidation(CrossValidation.Data) - Constructor for class com.emphysic.myriad.core.ml.CrossValidation
-
Create a new cross validator
- CrossValidation() - Constructor for class com.emphysic.myriad.core.ml.CrossValidation
-
Creates a new empty cross-validator.
- CrossValidation.Data - Class in com.emphysic.myriad.core.ml
-
Partition of input data
- CrossValidation.TrainTestSubsets - Class in com.emphysic.myriad.core.ml
-
Helper class to partition input data