i'm trying to make a simple classification model for the cifar-10 dataset. The model fails when it gets to Maxpooling fuction. It says that it has the incorrect Syntax but for the life of me i cannot figure out whats wrong.
Is it the version of keras i'm using? when i add maxpooling to the model with a size of 2, 2 it don't work and in the documentation, i am doing the exact same thing which makes me think its a version problem.
Sorry if the problem is obvious
model = Sequential()
model.add(Conv2D(32, (3,3), padding = 'same', input_shape=(32,32,3)))
model.add(Activation('relu')
model.add(MaxPooling2D(pool_size=(2, 2)))
model.add(Dropout(0.25))
model.add(Flatten())
model.add(Dense(512))
model.add(Activation('relu')
model.add(Dropout(0.5))
model.add(Dense(10))
model.add(Activation('softmax'))
model.summary()
Max pooling does not have any issue.your issue is you are missing some brackets in the previous line. find below the corrected code
model = Sequential()
model.add(Conv2D(32, (3,3), padding = 'same', input_shape=(32,32,3)))
model.add(Activation('relu'))
model.add(MaxPooling2D(pool_size=(2, 2)))
model.add(Dropout(0.25))
model.add(Flatten())
model.add(Dense(512))
model.add(Activation('relu'))
model.add(Dropout(0.5))
model.add(Dense(10))
model.add(Activation('softmax'))
model.summary()
Hope this helps.