无法使用 CNN model 导入 keras

Question

from tensorflow.keras.models import Sequential
from keras.layers.normalization import BatchNormalization
from keras.layers.convolutional import Conv2D
from keras.layers import MaxPool2D
from keras.layers.core import Activation, Flatten, Dropout, Dense
from tensorflow.keras import backend as K
import keras

the code can't read convolution, Batchnormaliztion, maxpool2D and etc.

I got this error:

No module named 'module 'tensorflow' has no attribute 'get_default_graph''

Answer 1

If the error No module named 'module 'tensorflow' most probably you need to install it correctly.

If the error is module 'tensorflow' has no attribute 'get_default_graph' : first you need to unify the imports either use keras or tensorflow.keras

If the problem still exists try from tensorflow.python.keras import backend as k

Answer 2

I use tensorflow version 2.2.0. And it works, but instead:

 from keras.layers import MaxPool2D   

I use:

from keras.layers import MaxPooling2D

Answer 3

I think you might have a problem with your Tensorflow module. Run the following code and see if it outputs you details about your Tensorflow Module:

pip show tensorflow

If this shows you details about your TensorFlow module, then you have installed it correctly.

I would suggest you use Anaconda for module management.