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.

See: Description

Interface Summary

Interface	Description
MLROIFinder	MLROIFinder - ROIFinder based on machine learning techniques.
ROIFinder
ROIProbability	ROIProbability - the implementing class can return probabilities of a given sample being in a given class.

Class Summary

Class	Description
AdaptiveSGDROIFinder	AdaptiveSGDROIFinder - machine learning ROI detector that locates regions of interest by maintaining a pool of SGD classifiers.
ExternalROIFinder	ExternalROIFinder - demonstrates one way to call external ROI applications by redirecting their standard input and output streams.
MLROIConfFinder	A Region of Interest (ROI) finder based on machine learning that provides both probabilities of its classifications and the ability to define a confidence threshold.
PassiveAggressiveROIFinder	PassiveAggressiveROIFinder - machine learning ROI detector that uses the Passive-Aggressive algorithm outlined in "Online Passive-Aggressive Algorithms" K.
RESTROIFinder	RESTROIFinder - makes calls to REST servers for detecting Regions Of Interest (ROI).
ROI	Region Of Interest (ROI) - an object, signal, anomaly, etc.
ROIBundle	ROIBundle - bundles an ROIFinder, a preprocessing DatasetOperation, and assorted metadata into a single "black box" Region Of Interest finder for easier serialization and distribution of trained models.
SGDROIFinder	SGDROIFinder - machine learning region of interest detection based on the Stochastic Gradient Descent (SGD) algorithm.
SVMROIFinder	SVMROIFinder - a Region Of Interest (ROI) finder based on an online Support Vector Machine (SVM).

Package com.emphysic.myriad.core.data.roi Description

This package contains classes for detecting Regions Of Interest (ROI) such as NDE flaw signals, faces, or object recognition. Copyright (c) 2016 Emphysic LLC. All rights reserved.