AttributeError: module 'keras' has no attribute 'Input'

Question

On my Keras(1.2.2), I tried to run code with a function Input,

inputs = keras.Input(shape=(img_size[0], img_size[1], 1))

But the following error returned

AttributeError: module 'keras' has no attribute 'Input'

Can someone help me?

How do you import keras? Is it tf.keras installed with Tensorflow, or the separate keras package? (tf.keras.Input would work) — GPhilo
– GPhilo, Commented Jul 27, 2020 at 13:28

M Z · Accepted Answer · 2020-07-27 13:27:07Z

3

Use keras.layers.Input. All layers are under the submodule keras.layers. Like:

inputs = keras.layers.Input(shape=(img_size[0], img_size[1], 1))

Another common thing to do is to say

from keras.layers import Input

This way later in your code it doesn't get too messy when you try to add a bunch of layers to your model:

inputs = Input(shape=(img_size[0], img_size[1], 1))

answered Jul 27, 2020 at 13:27

M Z

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Comments

DARKFOEX · Accepted Answer · 2020-07-27 13:33:42Z

-1

try it from tensorflow.keras.layers import InputLayer or from tensorflow.keras.layers import * should work

answered Jul 27, 2020 at 13:33

DARKFOEX

1