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jacobgil / keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

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ImportError: cannot import name 'BatchNormalization' from 'keras.layers.normalization'

MritulaC opened this issue · comments

commented

Hi,
I kept getting the below error when trying to execute dcgan.py file, when trying to execute in Colab

ImportError: cannot import name 'BatchNormalization' from 'keras.layers.normalization'

To over come this replace in the initial inclusions from line no 1 to 8 as below with Tensorflow

For line no 1 from tensorflow.keras.models import Sequential
For line no 2:8 replace it with from tensorflow.keras.layers import ( BatchNormalization, SeparableConv2D, MaxPooling2D, Activation, Flatten, Dropout, Dense, UpSampling2D,Reshape,Conv2D )
For line no 9 replace with from tensorflow.keras.optimizers import SGD
For line no 10 replace with from tensorflow.keras.datasets import mnist

Hope this helps!

Regards,
Mritula

commented

Hi, I kept getting the below error when trying to execute dcgan.py file, when trying to execute in Colab

ImportError: cannot import name 'BatchNormalization' from 'keras.layers.normalization'

To over come this replace in the initial inclusions from line no 1 to 8 as below with Tensorflow

For line no 1 from tensorflow.keras.models import Sequential For line no 2:8 replace it with from tensorflow.keras.layers import ( BatchNormalization, SeparableConv2D, MaxPooling2D, Activation, Flatten, Dropout, Dense, UpSampling2D,Reshape,Conv2D ) For line no 9 replace with from tensorflow.keras.optimizers import SGD For line no 10 replace with from tensorflow.keras.datasets import mnist

Hope this helps!

Regards, Mritula

Hi,
First of all, you must first ensure that you have Python 3.5 installed before installing tensorflow==1.0.0 (tensorflow-gpu==1.0.0) and keras==2.0.2. Then you have to make sure to get h5py and Pillow through pip install. You're ready to go once you've completed these steps.