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I am trying to run a CNN python code, but at the top of the code, the following line has keras and BatchNormalization underline in red.

from keras.layers.normalization import BatchNormalization

I don't know why there are underline. I confirmed that I have python, keras and tensorflow installed

>>> import keras
>>> keras.__version__
'2.8.0'
>>> 

>>> import tensorflow as tf
>>> print(tf. __version__)
2.8.0
>>>

(venv) PS C:\Users\PycharmProjects\Local-Binary-Patterns> python --version
Python 3.10.4
>>

Am I missing something?

Computer specs: HP Omen with Ryzen 7 CPU and GEFORCE RTX 3080 GPU.
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3 Answers 3

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As far as I know you should import BatchNormalization like so -

from tensorflow.keras.layers import BatchNormalization
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3 Comments

So I did, and now BatchNormalization is underlined
you added the .normalization that I think you should get rid of
So It looks like this: from tensorflow.keras.layers import BatchNormalization
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If the code works, don't worry about the underline.

TensorFlow uses some late-import and aliasing tricks that sometimes confuse PyCharm's code completion system.

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I found the solution. I had to revert to old versions of Python, Keras and Tensorflow

Python: 3.9.0
Keras: 2.4.3
Tensorflow: 2.5.0

I then copied my python code and ran it with the new versions and it worked like a charm.

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