All-Conv-Keras

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Strided convolutions missing activation?

4

The ``MaxPooling2D`` layers perform similar nonlinearity as ``ReLu`` so there is no need for activation function. By replacing them with strided ``Conv2D`` we lose the nonlinearity effect and should add...

gasparka

Fixed input to use "channels_last" image dim

1

Tensorflow requires shape to be `32, 32, 3`.

marcj

Accuracy is ~80 after 350 epochs

5

hi vibrantabhi19 : Thank you for sharing your code! That's very helpful for me to understand All-CNN. In addition, I've trained it last with your model night with 350 epochs,...

ChesterAiGo

Does not work out of the box

1

Thanks for the code. Without trying to look for reasons, it seems to fail for newer tensorflow/keras versions - though that could also be specific to my setup. Anyway, I...

JohnTailor

Code execution error?

9

hi vibrantabhi19 : I think your article is great, so I try to execute the code you've provided. But I encountered some errors when I executed the code. The last...

ChouYuWei