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Adjust the hue of RGB images by a random factor.
tf.image.random_hue( image, max_delta, seed=None )
Equivalent to adjust_hue()
but uses a delta
randomly picked in the interval [-max_delta, max_delta]
.
max_delta
must be in the interval [0, 0.5]
.
x = [[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]], [[7.0, 8.0, 9.0], [10.0, 11.0, 12.0]]] tf.image.random_hue(x, 0.2) <tf.Tensor: shape=(2, 2, 3), dtype=float32, numpy=...>
Args | |
---|---|
image | RGB image or images. The size of the last dimension must be 3. |
max_delta | float. The maximum value for the random delta. |
seed | An operation-specific seed. It will be used in conjunction with the graph-level seed to determine the real seeds that will be used in this operation. Please see the documentation of set_random_seed for its interaction with the graph-level random seed. |
Returns | |
---|---|
Adjusted image(s), same shape and DType as image . |
Raises | |
---|---|
ValueError | if max_delta is invalid. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/image/random_hue