You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
SRGAN: ValueError: Input 0 of layer fc1 is incompatible with the layer: expected axis -1 of input shape to have value 25088 but received input with shape [None, 32768]
#235
Open
protoneqt opened this issue
Aug 14, 2020
· 1 comment
WARNING:tensorflow:Model was constructed with shape (None, 224, 224, 3) for input Tensor("input_1:0", shape=(None, 224, 224, 3), dtype=float32), but it was called on an input with incompatible shape (None, 256, 256, 3).
Traceback (most recent call last):
File "E:/home/projects/deblur/git/Keras-GAN/srgan/srgan.py", line 272, in <module>
gan = SRGAN()
File "E:/home/projects/deblur/git/Keras-GAN/srgan/srgan.py", line 51, in __init__
self.vgg = self.build_vgg()
File "E:/home/projects/deblur/git/Keras-GAN/srgan/srgan.py", line 114, in build_vgg
img_features = vgg(img)
File "E:\home\projects\main\git\enp\venv2\lib\site-packages\tensorflow\python\keras\engine\base_layer.py", line 922, in __call__
outputs = call_fn(cast_inputs, *args, **kwargs)
File "E:\home\projects\main\git\enp\venv2\lib\site-packages\tensorflow\python\keras\engine\network.py", line 719, in call
convert_kwargs_to_constants=base_layer_utils.call_context().saving)
File "E:\home\projects\main\git\enp\venv2\lib\site-packages\tensorflow\python\keras\engine\network.py", line 888, in _run_internal_graph
output_tensors = layer(computed_tensors, **kwargs)
File "E:\home\projects\main\git\enp\venv2\lib\site-packages\tensorflow\python\keras\engine\base_layer.py", line 886, in __call__
self.name)
File "E:\home\projects\main\git\enp\venv2\lib\site-packages\tensorflow\python\keras\engine\input_spec.py", line 216, in assert_input_compatibility
' but received input with shape ' + str(shape))
ValueError: Input 0 of layer fc1 is incompatible with the layer: expected axis -1 of input shape to have value 25088 but received input with shape [None, 32768]
Process finished with exit code 1
The text was updated successfully, but these errors were encountered:
Well, I met the same issue with you. I thought it was caused by incompatible versions of Keras & Tensorflow. I used to use the latest version of tensorflow on macOS, the same error message came out.
I reinstalled Keras==2.0.6 & Tensorflow==1.15.0, it works fine now.
When I run srgan.py, I have the following error:
The text was updated successfully, but these errors were encountered: