AttributeError: module 'tensorflow.python.keras.layers' has no attribute 'RandomFlip'

I'm trying to run the example Cats and Dogs from keras, but when I try to run this:

data_augmentation = keras.Sequential(
    [
        layers.RandomFlip("horizontal"),
        layers.RandomRotation(0.1),
    ]
)

I get this error:

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[5], line 3
      1 data_augmentation = keras.Sequential(
      2     [
----> 3         layers.RandomFlip("horizontal"),
      4         layers.RandomRotation(0.1),
      5     ]
      6 )

AttributeError: module 'tensorflow.python.keras.layers' has no attribute 'RandomFlip'

Any ideas to solve this? Thanks in advance for your answer.

Up vote post of bactrion Down vote post of bactrion
1.4k views
Posted by
bactrion
Reply
Add a Comment

Replies

The module doesn't seem right, please check. https://www.tensorflow.org/versions/r2.10/api_docs/python/tf/keras/layers/RandomFlip

Posted by
b_eric_d
Up vote reply of b_eric_d Down vote reply of b_eric_d
Add a Comment

As of Mar 2023, I was advised to use tensorflow-macos 2.9.0 and tensorflow-metal 0.5

This seems to have no such error:

from tensorflow.keras.layers import RandomFlip, RandomRotation
data_augmentation = tf.keras.Sequential([
  RandomFlip("horizontal"),
  RandomRotation(0.1),
])
Posted by
kechan
Up vote reply of kechan Down vote reply of kechan
Add a Comment