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::CropAndResize

Extracts crops from the input image tensor and bilinearly resizes them (possibly.

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 first frame of a GIF-encoded image to a uint8 tensor.

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::EncodeJpeg

JPEG-encode an image.

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::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.