imagecluster.calc.get_model

imagecluster.calc.get_model(layer='fc2')

Keras Model of the VGG16 network, with the output layer set to layer.

The default layer is the second-to-last fully connected layer ‘fc2’ of shape (4096,).

Parameters:

layer : str

which layer to extract (must be of shape (None, X)), e.g. ‘fc2’, ‘fc1’ or ‘flatten’

Notes

base_model.summary()
    ....
    block5_conv4 (Conv2D)        (None, 15, 15, 512)       2359808
    _________________________________________________________________
    block5_pool (MaxPooling2D)   (None, 7, 7, 512)         0
    _________________________________________________________________
    flatten (Flatten)            (None, 25088)             0
    _________________________________________________________________
    fc1 (Dense)                  (None, 4096)              102764544
    _________________________________________________________________
    fc2 (Dense)                  (None, 4096)              16781312
    _________________________________________________________________
    predictions (Dense)          (None, 1000)              4097000