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Image Ops
Summary
Classes
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tensorflow::ops::AdjustContrast
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Adjust the contrast of one or more images.
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tensorflow::ops::AdjustHue
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Adjust the hue of one or more images.
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tensorflow::ops::AdjustSaturation
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Adjust the saturation of one or more images.
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tensorflow::ops::CombinedNonMaxSuppression
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::CropAndResize
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Extracts crops from the input image tensor and resizes them.
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tensorflow::ops::CropAndResizeGradBoxes
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Computes the gradient of the crop_and_resize op wrt the input boxes tensor.
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tensorflow::ops::CropAndResizeGradImage
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Computes the gradient of the crop_and_resize op wrt the input image tensor.
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tensorflow::ops::DecodeAndCropJpeg
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Decode and Crop a JPEG-encoded image to a uint8 tensor.
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tensorflow::ops::DecodeBmp
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Decode the first frame of a BMP-encoded image to a uint8 tensor.
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tensorflow::ops::DecodeGif
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Decode the frame(s) of a GIF-encoded image to a uint8 tensor.
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tensorflow::ops::DecodeImage
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Function for decode_bmp, decode_gif, decode_jpeg, and decode_png.
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tensorflow::ops::DecodeJpeg
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Decode a JPEG-encoded image to a uint8 tensor.
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tensorflow::ops::DecodePng
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Decode a PNG-encoded image to a uint8 or uint16 tensor.
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tensorflow::ops::DrawBoundingBoxes
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Draw bounding boxes on a batch of images.
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tensorflow::ops::DrawBoundingBoxesV2
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Draw bounding boxes on a batch of images.
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tensorflow::ops::EncodeJpeg
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JPEG-encode an image.
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tensorflow::ops::EncodeJpegVariableQuality
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JPEG encode input image with provided compression quality.
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tensorflow::ops::EncodePng
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PNG-encode an image.
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tensorflow::ops::ExtractGlimpse
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Extracts a glimpse from the input tensor.
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tensorflow::ops::ExtractJpegShape
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Extract the shape information of a JPEG-encoded image.
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tensorflow::ops::HSVToRGB
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Convert one or more images from HSV to RGB.
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tensorflow::ops::NonMaxSuppression
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::NonMaxSuppressionV2
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::NonMaxSuppressionV3
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::NonMaxSuppressionV4
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::NonMaxSuppressionV5
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::NonMaxSuppressionWithOverlaps
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Greedily selects a subset of bounding boxes in descending order of score,.
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tensorflow::ops::QuantizedResizeBilinear
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Resize quantized images to size using quantized bilinear interpolation.
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tensorflow::ops::RGBToHSV
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Converts one or more images from RGB to HSV.
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tensorflow::ops::ResizeArea
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Resize images to size using area interpolation.
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tensorflow::ops::ResizeBicubic
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Resize images to size using bicubic interpolation.
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tensorflow::ops::ResizeBilinear
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Resize images to size using bilinear interpolation.
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tensorflow::ops::ResizeNearestNeighbor
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Resize images to size using nearest neighbor interpolation.
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tensorflow::ops::SampleDistortedBoundingBox
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Generate a single randomly distorted bounding box for an image.
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tensorflow::ops::SampleDistortedBoundingBoxV2
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Generate a single randomly distorted bounding box for an image.
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tensorflow::ops::ScaleAndTranslate
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TODO: add doc.
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tensorflow::ops::StatelessSampleDistortedBoundingBox
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Generate a randomly distorted bounding box for an image deterministically.
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Last updated 2021-11-15 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-15 UTC."],[],[],null,["# Image Ops\n=========\n\nSummary\n-------\n\n| ### Classes ||\n|-----------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------|\n| [tensorflow::ops::AdjustContrast](/api_docs/cc/class/tensorflow/ops/adjust-contrast) | Adjust the contrast of one or more images. |\n| [tensorflow::ops::AdjustHue](/api_docs/cc/class/tensorflow/ops/adjust-hue) | Adjust the hue of one or more images. |\n| [tensorflow::ops::AdjustSaturation](/api_docs/cc/class/tensorflow/ops/adjust-saturation) | Adjust the saturation of one or more images. |\n| [tensorflow::ops::CombinedNonMaxSuppression](/api_docs/cc/class/tensorflow/ops/combined-non-max-suppression) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::CropAndResize](/api_docs/cc/class/tensorflow/ops/crop-and-resize) | Extracts crops from the input image tensor and resizes them. |\n| [tensorflow::ops::CropAndResizeGradBoxes](/api_docs/cc/class/tensorflow/ops/crop-and-resize-grad-boxes) | Computes the gradient of the crop_and_resize op wrt the input boxes tensor. |\n| [tensorflow::ops::CropAndResizeGradImage](/api_docs/cc/class/tensorflow/ops/crop-and-resize-grad-image) | Computes the gradient of the crop_and_resize op wrt the input image tensor. |\n| [tensorflow::ops::DecodeAndCropJpeg](/api_docs/cc/class/tensorflow/ops/decode-and-crop-jpeg) | Decode and Crop a JPEG-encoded image to a uint8 tensor. |\n| [tensorflow::ops::DecodeBmp](/api_docs/cc/class/tensorflow/ops/decode-bmp) | Decode the first frame of a BMP-encoded image to a uint8 tensor. |\n| [tensorflow::ops::DecodeGif](/api_docs/cc/class/tensorflow/ops/decode-gif) | Decode the frame(s) of a GIF-encoded image to a uint8 tensor. |\n| [tensorflow::ops::DecodeImage](/api_docs/cc/class/tensorflow/ops/decode-image) | Function for decode_bmp, decode_gif, decode_jpeg, and decode_png. |\n| [tensorflow::ops::DecodeJpeg](/api_docs/cc/class/tensorflow/ops/decode-jpeg) | Decode a JPEG-encoded image to a uint8 tensor. |\n| [tensorflow::ops::DecodePng](/api_docs/cc/class/tensorflow/ops/decode-png) | Decode a PNG-encoded image to a uint8 or uint16 tensor. |\n| [tensorflow::ops::DrawBoundingBoxes](/api_docs/cc/class/tensorflow/ops/draw-bounding-boxes) | Draw bounding boxes on a batch of images. |\n| [tensorflow::ops::DrawBoundingBoxesV2](/api_docs/cc/class/tensorflow/ops/draw-bounding-boxes-v2) | Draw bounding boxes on a batch of images. |\n| [tensorflow::ops::EncodeJpeg](/api_docs/cc/class/tensorflow/ops/encode-jpeg) | JPEG-encode an image. |\n| [tensorflow::ops::EncodeJpegVariableQuality](/api_docs/cc/class/tensorflow/ops/encode-jpeg-variable-quality) | JPEG encode input image with provided compression quality. |\n| [tensorflow::ops::EncodePng](/api_docs/cc/class/tensorflow/ops/encode-png) | PNG-encode an image. |\n| [tensorflow::ops::ExtractGlimpse](/api_docs/cc/class/tensorflow/ops/extract-glimpse) | Extracts a glimpse from the input tensor. |\n| [tensorflow::ops::ExtractJpegShape](/api_docs/cc/class/tensorflow/ops/extract-jpeg-shape) | Extract the shape information of a JPEG-encoded image. |\n| [tensorflow::ops::HSVToRGB](/api_docs/cc/class/tensorflow/ops/h-s-v-to-r-g-b) | Convert one or more images from HSV to RGB. |\n| [tensorflow::ops::NonMaxSuppression](/api_docs/cc/class/tensorflow/ops/non-max-suppression) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::NonMaxSuppressionV2](/api_docs/cc/class/tensorflow/ops/non-max-suppression-v2) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::NonMaxSuppressionV3](/api_docs/cc/class/tensorflow/ops/non-max-suppression-v3) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::NonMaxSuppressionV4](/api_docs/cc/class/tensorflow/ops/non-max-suppression-v4) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::NonMaxSuppressionV5](/api_docs/cc/class/tensorflow/ops/non-max-suppression-v5) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::NonMaxSuppressionWithOverlaps](/api_docs/cc/class/tensorflow/ops/non-max-suppression-with-overlaps) | Greedily selects a subset of bounding boxes in descending order of score,. |\n| [tensorflow::ops::QuantizedResizeBilinear](/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear) | Resize quantized `images` to `size` using quantized bilinear interpolation. |\n| [tensorflow::ops::RGBToHSV](/api_docs/cc/class/tensorflow/ops/r-g-b-to-h-s-v) | Converts one or more images from RGB to HSV. |\n| [tensorflow::ops::ResizeArea](/api_docs/cc/class/tensorflow/ops/resize-area) | Resize `images` to `size` using area interpolation. |\n| [tensorflow::ops::ResizeBicubic](/api_docs/cc/class/tensorflow/ops/resize-bicubic) | Resize `images` to `size` using bicubic interpolation. |\n| [tensorflow::ops::ResizeBilinear](/api_docs/cc/class/tensorflow/ops/resize-bilinear) | Resize `images` to `size` using bilinear interpolation. |\n| [tensorflow::ops::ResizeNearestNeighbor](/api_docs/cc/class/tensorflow/ops/resize-nearest-neighbor) | Resize `images` to `size` using nearest neighbor interpolation. |\n| [tensorflow::ops::SampleDistortedBoundingBox](/api_docs/cc/class/tensorflow/ops/sample-distorted-bounding-box) | Generate a single randomly distorted bounding box for an image. |\n| [tensorflow::ops::SampleDistortedBoundingBoxV2](/api_docs/cc/class/tensorflow/ops/sample-distorted-bounding-box-v2) | Generate a single randomly distorted bounding box for an image. |\n| [tensorflow::ops::ScaleAndTranslate](/api_docs/cc/class/tensorflow/ops/scale-and-translate) | TODO: add doc. |\n| [tensorflow::ops::StatelessSampleDistortedBoundingBox](/api_docs/cc/class/tensorflow/ops/stateless-sample-distorted-bounding-box) | Generate a randomly distorted bounding box for an image deterministically. |"]]
