RgbToHsv

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public final class RgbToHsv

Converts one or more images from RGB to HSV.

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)

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of the tensor.
static <T extends TNumber> RgbToHsv<T>
create(Scope scope, Operand<T> images)
Factory method to create a class wrapping a new RgbToHsv operation.
Output<T>
output()
`images` converted to HSV.

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RGBToHSV"

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static RgbToHsv<T> create (Scope scope, Operand<T> images)

Factory method to create a class wrapping a new RgbToHsv operation.

Parameters
scope current scope
images 1-D or higher rank. RGB data to convert. Last dimension must be size 3.
Returns
  • a new instance of RgbToHsv

public Output<T> output ()

`images` converted to HSV.