org.tensorflow.op.core

Class SampleDistortedBoundingBox.Options

java.lang.Object

org.tensorflow.op.core.SampleDistortedBoundingBox.Options

Enclosing class:

SampleDistortedBoundingBox<T extends Number>

public static class SampleDistortedBoundingBox.Options
extends Object

Optional attributes for SampleDistortedBoundingBox

Method Summary

Modifier and Type	Method and Description
SampleDistortedBoundingBox.Options	areaRange(List<Float> areaRange)
SampleDistortedBoundingBox.Options	aspectRatioRange(List<Float> aspectRatioRange)
SampleDistortedBoundingBox.Options	maxAttempts(Long maxAttempts)
SampleDistortedBoundingBox.Options	minObjectCovered(Float minObjectCovered)
SampleDistortedBoundingBox.Options	seed(Long seed)
SampleDistortedBoundingBox.Options	seed2(Long seed2)
SampleDistortedBoundingBox.Options	useImageIfNoBoundingBoxes(Boolean useImageIfNoBoundingBoxes)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

seed

public SampleDistortedBoundingBox.Options seed(Long seed)

Parameters:

seed - If either `seed` or `seed2` are set to non-zero, the random number generator is seeded by the given `seed`. Otherwise, it is seeded by a random seed.

seed2

public SampleDistortedBoundingBox.Options seed2(Long seed2)

Parameters:

seed2 - A second seed to avoid seed collision.

minObjectCovered

public SampleDistortedBoundingBox.Options minObjectCovered(Float minObjectCovered)

Parameters:

minObjectCovered - The cropped area of the image must contain at least this fraction of any bounding box supplied. The value of this parameter should be non-negative. In the case of 0, the cropped area does not need to overlap any of the bounding boxes supplied.

aspectRatioRange

public SampleDistortedBoundingBox.Options aspectRatioRange(List<Float> aspectRatioRange)

Parameters:

aspectRatioRange - The cropped area of the image must have an aspect ratio = width / height within this range.

areaRange

public SampleDistortedBoundingBox.Options areaRange(List<Float> areaRange)

Parameters:

areaRange - The cropped area of the image must contain a fraction of the supplied image within this range.

maxAttempts

public SampleDistortedBoundingBox.Options maxAttempts(Long maxAttempts)

Parameters:

maxAttempts - Number of attempts at generating a cropped region of the image of the specified constraints. After `max_attempts` failures, return the entire image.

useImageIfNoBoundingBoxes

public SampleDistortedBoundingBox.Options useImageIfNoBoundingBoxes(Boolean useImageIfNoBoundingBoxes)

Parameters:

useImageIfNoBoundingBoxes - Controls behavior if no bounding boxes supplied. If true, assume an implicit bounding box covering the whole input. If false, raise an error.