tensorflow::
#include <image_ops.h>
Optional attribute setters for SampleDistortedBoundingBoxV2.
Summary
Public attributes |
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area_range_ = Default_area_range()
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gtl::ArraySlice< float >
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aspect_ratio_range_ = Default_aspect_ratio_range()
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gtl::ArraySlice< float >
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max_attempts_ = 100
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int64
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seed2_ = 0
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int64
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seed_ = 0
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int64
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use_image_if_no_bounding_boxes_ = false
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bool
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Public functions |
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AreaRange(const gtl::ArraySlice< float > & x)
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TF_MUST_USE_RESULT Attrs
The cropped area of the image must contain a fraction of the supplied image within this range.
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AspectRatioRange(const gtl::ArraySlice< float > & x)
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TF_MUST_USE_RESULT Attrs
The cropped area of the image must have an aspect ratio = width / height within this range.
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MaxAttempts(int64 x)
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TF_MUST_USE_RESULT Attrs
Number of attempts at generating a cropped region of the image of the specified constraints.
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Seed(int64 x)
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TF_MUST_USE_RESULT Attrs
If either
seed or seed2 are set to non-zero, the random number generator is seeded by the given seed. |
Seed2(int64 x)
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TF_MUST_USE_RESULT Attrs
A second seed to avoid seed collision.
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UseImageIfNoBoundingBoxes(bool x)
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TF_MUST_USE_RESULT Attrs
Controls behavior if no bounding boxes supplied.
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Public attributes
area_range_
gtl::ArraySlice< float > tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::area_range_ = Default_area_range()
aspect_ratio_range_
gtl::ArraySlice< float > tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::aspect_ratio_range_ = Default_aspect_ratio_range()
max_attempts_
int64 tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::max_attempts_ = 100
seed2_
int64 tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::seed2_ = 0
seed_
int64 tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::seed_ = 0
use_image_if_no_bounding_boxes_
bool tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::use_image_if_no_bounding_boxes_ = false
Public functions
AreaRange
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::AreaRange( const gtl::ArraySlice< float > & x )
The cropped area of the image must contain a fraction of the supplied image within this range.
Defaults to [0.05, 1]
AspectRatioRange
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::AspectRatioRange( const gtl::ArraySlice< float > & x )
The cropped area of the image must have an aspect ratio = width / height within this range.
Defaults to [0.75, 1.33]
MaxAttempts
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::MaxAttempts( int64 x )
Number of attempts at generating a cropped region of the image of the specified constraints.
After max_attempts failures, return the entire image.
Defaults to 100
Seed
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::Seed( int64 x )
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.
Defaults to 0
Seed2
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::Seed2( int64 x )
A second seed to avoid seed collision.
Defaults to 0
UseImageIfNoBoundingBoxes
TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBoxV2::Attrs::UseImageIfNoBoundingBoxes( bool x )
Controls behavior if no bounding boxes supplied.
If true, assume an implicit bounding box covering the whole input. If false, raise an error.
Defaults to false