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What is a spatial-filter's in Keras?



2019 Community Moderator ElectionProperties for building a Multilayer Perceptron Neural Network using Keras?Neural net layer that preserves spatial informationKeras LSTM: use weights from Keras model to replicate predictions using numpyKeras intuition/guidelines for setting epochs and batch sizeValueError: Error when checking target: expected dense_2 to have shape (1,) but got array with shape (0,)Training Accuracy stuck in KerasValue error in Merging two different models in kerasHow can I solve error “allocation exceeds 10 of system memory” on keras?Architecture help for multivariate input and output LSTM modelsKeras Loss Value Extremely High + Prediction Result same










0












$begingroup$


There is a topology I am trying to recreate in Keras. One thing I do not know exactly is what is the Spatial Filter here?



This is what I have so far:



input_shape = (64, 256, 1)
num_classes = 2
batch_size=128
epochs=50

model = Sequential()
model.add(Conv2D(40, kernel_size=(1, 25), activation='elu',
input_shape=input_shape))
model.add(AveragePooling2D(pool_size=(1, 75), strides=(15, 1)))
model.add(Flatten())
model.add(Dense(num_classes, activation='softmax'))


Topology I am trying to make in Keras










share|improve this question











$endgroup$
















    0












    $begingroup$


    There is a topology I am trying to recreate in Keras. One thing I do not know exactly is what is the Spatial Filter here?



    This is what I have so far:



    input_shape = (64, 256, 1)
    num_classes = 2
    batch_size=128
    epochs=50

    model = Sequential()
    model.add(Conv2D(40, kernel_size=(1, 25), activation='elu',
    input_shape=input_shape))
    model.add(AveragePooling2D(pool_size=(1, 75), strides=(15, 1)))
    model.add(Flatten())
    model.add(Dense(num_classes, activation='softmax'))


    Topology I am trying to make in Keras










    share|improve this question











    $endgroup$














      0












      0








      0





      $begingroup$


      There is a topology I am trying to recreate in Keras. One thing I do not know exactly is what is the Spatial Filter here?



      This is what I have so far:



      input_shape = (64, 256, 1)
      num_classes = 2
      batch_size=128
      epochs=50

      model = Sequential()
      model.add(Conv2D(40, kernel_size=(1, 25), activation='elu',
      input_shape=input_shape))
      model.add(AveragePooling2D(pool_size=(1, 75), strides=(15, 1)))
      model.add(Flatten())
      model.add(Dense(num_classes, activation='softmax'))


      Topology I am trying to make in Keras










      share|improve this question











      $endgroup$




      There is a topology I am trying to recreate in Keras. One thing I do not know exactly is what is the Spatial Filter here?



      This is what I have so far:



      input_shape = (64, 256, 1)
      num_classes = 2
      batch_size=128
      epochs=50

      model = Sequential()
      model.add(Conv2D(40, kernel_size=(1, 25), activation='elu',
      input_shape=input_shape))
      model.add(AveragePooling2D(pool_size=(1, 75), strides=(15, 1)))
      model.add(Flatten())
      model.add(Dense(num_classes, activation='softmax'))


      Topology I am trying to make in Keras







      neural-network deep-learning classification keras






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Mar 21 at 1:21







      VSZM

















      asked Mar 21 at 1:08









      VSZMVSZM

      1013




      1013




















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