# tensorflow::ops::SampleDistortedBoundingBox::Attrs Struct Reference # tensorflow:: ops:: SampleDistortedBoundingBox:: Attrs ` #include ` Optional attribute setters for [SampleDistortedBoundingBox](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/sample-distorted-bounding-box#classtensorflow_1_1ops_1_1_sample_distorted_bounding_box) . ## Summary | ### Public attributes || |---|---| | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a10fa9ed4bcc56bf19d120a96314d459f = Default_area_range() ` | ` gtl::ArraySlice< float > ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a5f94da07d6c4a62a9b3cbd0d6dde8e90 = Default_aspect_ratio_range() ` | ` gtl::ArraySlice< float > ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a1837a276fcc1de5e7b55d07d858b5f07 = 100 ` | ` int64 ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a77c354b0dea4c72fd36240d38597d6cd = 0.1f ` | ` float ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a23a9b203d607b14cb185c5b6673a4d68 = 0 ` | ` int64 ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1acbf4b2d65cb72b4194d1b019b1dd5f55 = 0 ` | ` int64 ` | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a47ec3773a7ebbb2de5f98e480b6ec441 = false ` | ` bool ` | | ### Public functions || |---|---| | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a257ad0daeac9027e5d07969fbbadaaf9 (const gtl::ArraySlice< float > & x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` The cropped area of the image must contain a fraction of the supplied image within this range. | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1abd0d9435fb51a57125f07b7c1e62e044 (const gtl::ArraySlice< float > & x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` The cropped area of the image must have an aspect ratio = width / height within this range. | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a034b461ec785997b27dfc07d1564cff6 (int64 x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` Number of attempts at generating a cropped region of the image of the specified constraints. | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1afac93755afa1a142f5b274e1865e6383 (float x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` The cropped area of the image must contain at least this fraction of any bounding box supplied. | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a8b49b8d1dd2eba77f1e133a8a632aa9e (int64 x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` If either ` seed ` or ` seed2 ` are set to non-zero, the random number generator is seeded by the given ` seed ` . | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1aa93767e1d93eddea4f1df2d1936a1a7e (int64 x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` A second seed to avoid seed collision. | | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs_1a8ee810c28bbcf6321174142224218bc9 (bool x) ` | ` TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/sample-distorted-bounding-box/attrs#structtensorflow_1_1ops_1_1_sample_distorted_bounding_box_1_1_attrs ` Controls behavior if no bounding boxes supplied. | ## Public attributes ### area_range_ ``` gtl::ArraySlice< float > tensorflow::ops::SampleDistortedBoundingBox::Attrs::area_range_ = Default_area_range() ``` ### aspect_ratio_range_ ``` gtl::ArraySlice< float > tensorflow::ops::SampleDistortedBoundingBox::Attrs::aspect_ratio_range_ = Default_aspect_ratio_range() ``` ### max_attempts_ ``` int64 tensorflow::ops::SampleDistortedBoundingBox::Attrs::max_attempts_ = 100 ``` ### min_object_covered_ ``` float tensorflow::ops::SampleDistortedBoundingBox::Attrs::min_object_covered_ = 0.1f ``` ### seed2_ ``` int64 tensorflow::ops::SampleDistortedBoundingBox::Attrs::seed2_ = 0 ``` ### seed_ ``` int64 tensorflow::ops::SampleDistortedBoundingBox::Attrs::seed_ = 0 ``` ### use_image_if_no_bounding_boxes_ ``` bool tensorflow::ops::SampleDistortedBoundingBox::Attrs::use_image_if_no_bounding_boxes_ = false ``` ## Public functions ### AreaRange ``` TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBox::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::SampleDistortedBoundingBox::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::SampleDistortedBoundingBox::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 ### MinObjectCovered ``` TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBox::Attrs::MinObjectCovered( float x ) ``` 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. Defaults to 0.1 ### Seed ``` TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBox::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::SampleDistortedBoundingBox::Attrs::Seed2( int64 x ) ``` A second seed to avoid seed collision. Defaults to 0 ### UseImageIfNoBoundingBoxes ``` TF_MUST_USE_RESULT Attrs tensorflow::ops::SampleDistortedBoundingBox::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