Missed TensorFlow Dev Summit? Check out the video playlist. Watch recordings


TensorFlow 1 version View source on GitHub

Adjust the hue of RGB images by a random factor.

    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].

Usage Example:

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=...> 


  • 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.


Adjusted image(s), same shape and DType as image.


  • ValueError: if max_delta is invalid.