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Image Ops

Summary

Classes

tensorflow:: ops:: AdjustContrast

Adjust the contrast of one or more images.

tensorflow:: ops:: AdjustHue

Adjust the hue of one or more images.

tensorflow:: ops:: AdjustSaturation

Adjust the saturation of one or more images.

tensorflow:: ops:: CombinedNonMaxSuppression

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: CropAndResize

Extracts crops from the input image tensor and resizes them.

tensorflow:: ops:: CropAndResizeGradBoxes

Computes the gradient of the crop_and_resize op wrt the input boxes tensor.

tensorflow:: ops:: CropAndResizeGradImage

Computes the gradient of the crop_and_resize op wrt the input image tensor.

tensorflow:: ops:: DecodeAndCropJpeg

Decode and Crop a JPEG-encoded image to a uint8 tensor.

tensorflow:: ops:: DecodeBmp

Decode the first frame of a BMP-encoded image to a uint8 tensor.

tensorflow:: ops:: DecodeGif

Decode the frame(s) of a GIF-encoded image to a uint8 tensor.

tensorflow:: ops:: DecodeImage

Function for decode_bmp, decode_gif, decode_jpeg, and decode_png.

tensorflow:: ops:: DecodeJpeg

Decode a JPEG-encoded image to a uint8 tensor.

tensorflow:: ops:: DecodePng

Decode a PNG-encoded image to a uint8 or uint16 tensor.

tensorflow:: ops:: DrawBoundingBoxes

Draw bounding boxes on a batch of images.

tensorflow:: ops:: DrawBoundingBoxesV2

Draw bounding boxes on a batch of images.

tensorflow:: ops:: EncodeJpeg

JPEG-encode an image.

tensorflow:: ops:: EncodeJpegVariableQuality

JPEG encode input image with provided compression quality.

tensorflow:: ops:: EncodePng

PNG-encode an image.

tensorflow:: ops:: ExtractGlimpse

Extracts a glimpse from the input tensor.

tensorflow:: ops:: ExtractJpegShape

Extract the shape information of a JPEG-encoded image.

tensorflow:: ops:: HSVToRGB

Convert one or more images from HSV to RGB.

tensorflow:: ops:: NonMaxSuppression

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: NonMaxSuppressionV2

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: NonMaxSuppressionV3

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: NonMaxSuppressionV4

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: NonMaxSuppressionV5

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: NonMaxSuppressionWithOverlaps

Greedily selects a subset of bounding boxes in descending order of score,.

tensorflow:: ops:: QuantizedResizeBilinear

Resize quantized images to size using quantized bilinear interpolation.

tensorflow:: ops:: RGBToHSV

Converts one or more images from RGB to HSV.

tensorflow:: ops:: ResizeArea

Resize images to size using area interpolation.

tensorflow:: ops:: ResizeBicubic

Resize images to size using bicubic interpolation.

tensorflow:: ops:: ResizeBilinear

Resize images to size using bilinear interpolation.

tensorflow:: ops:: ResizeNearestNeighbor

Resize images to size using nearest neighbor interpolation.

tensorflow:: ops:: SampleDistortedBoundingBox

Generate a single randomly distorted bounding box for an image.

tensorflow:: ops:: SampleDistortedBoundingBoxV2

Generate a single randomly distorted bounding box for an image.

tensorflow:: ops:: ScaleAndTranslate

TODO: add doc.

tensorflow:: ops:: StatelessSampleDistortedBoundingBox

Generate a randomly distorted bounding box for an image deterministically.