tensorflow::ops::RGBToHSV

#include <image_ops.h>

Converts one or more images from RGB to HSV.

Summary

Outputs a tensor of the same shape as the images tensor, containing the HSV value of the pixels. The output is only well defined if the value in images are in [0,1].

output[..., 0] contains hue, output[..., 1] contains saturation, and output[..., 2] contains value. All HSV values are in [0,1]. A hue of 0 corresponds to pure red, hue 1/3 is pure green, and 2/3 is pure blue.

Usage Example:

blue_image = tf.stack([ ... tf.zeros([5,5]), ... tf.zeros([5,5]), ... tf.ones([5,5])], ... axis=-1) blue_hsv_image = tf.image.rgb_to_hsv(blue_image) blue_hsv_image[0,0].numpy() array([0.6666667, 1. , 1. ], dtype=float32)

Args:

  • scope: A Scope object
  • images: 1-D or higher rank. RGB data to convert. Last dimension must be size 3.

Returns:

  • Output: images converted to HSV.

Constructors and Destructors
RGBToHSV(const ::tensorflow::Scope & scope, ::tensorflow::Input images)

Public attributes
operation
output

Public functions
node() const
::tensorflow::Node *
operator::tensorflow::Input() const
operator::tensorflow::Output() const

Public attributes

operation

Operation operation

output

::tensorflow::Output output

Public functions

RGBToHSV

 RGBToHSV(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images
)

node

::tensorflow::Node * node() const

operator::tensorflow::Input

 operator::tensorflow::Input() const

operator::tensorflow::Output

 operator::tensorflow::Output() const