Tag: efficientnet

Data type preference for training CNN?

conv-neural-network efficientnet python tensorflow training-data

I originally was using input data of int8 type ranging from 0-255 before learning that standardizing and normalizing should increase learning speeds and accuracy. I attempted both, with and without a mean of zero, and none of these methods improved learning speed or accuracy for my model relative to 0-255, in…

How to remove first N layers from a Keras Model?

deep-learning efficientnet keras python tensorflow

I would like to remove the first N layers from the pretrained Keras model. For example, an EfficientNetB0, whose first 3 layers are responsible only for preprocessing: As M.Innat mentioned, the first layer is an Input Layer, which should be either spared or re-attached. I would like to remove those layers, bu…