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Error for CONV1D: Layer not supported for visualizing #28

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User2587 opened this issue Dec 6, 2019 · 0 comments
Open

Error for CONV1D: Layer not supported for visualizing #28

User2587 opened this issue Dec 6, 2019 · 0 comments

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@User2587
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User2587 commented Dec 6, 2019

I'm getting the error for CNN 1 Dimension, below is the model I have created :
model = Sequential()
model.add(Conv1D(31, 31, padding='same', input_shape=(992, 2))) # ignore -1
model.add(BatchNormalization())
model.add(LeakyReLU())
model.add(MaxPooling1D(1,1, padding='same'))

    model.add(Conv1D(992, 5, padding='same'))
    model.add(BatchNormalization())
    model.add(LeakyReLU())
    model.add(MaxPooling1D(1,1, padding='same'))

    model.add(Flatten())
    model.add(Dense(1984))
    model.add(BatchNormalization())
    model.add(Activation("tanh"))
    model.add(Dropout(0.5))

    model.add(Dense(len(CATEGORIES)))
    model.add(BatchNormalization())
    model.add(Activation("softmax"))
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