sharpcosine 0.1.1

No project description provided

the original code belongs to Raphael Pisoni and Github repo: https://github.com/sleepingcat4/sharpened-cosine-similarity/blob/main/keras/README.md

I wrapped the code around for this Python library

send me an email if you require help

How to use

from sharpcosine import CosSim2D
from sharpcosine import MaxAbsPool2D

model = tf.keras.Sequential(
    [
        tf.keras.layers.InputLayer(input_shape=input_shape),
        CosSim2D(3, 32),
        MaxAbsPool2D(2, True),
        CosSim2D(3, 64,),
        MaxAbsPool2D(2, True),
        CosSim2D(3, 128),
        MaxAbsPool2D(2, True),
        tf.keras.layers.Flatten(),
        tf.keras.layers.Dense(num_classes)
    ]
)

Credit: https://www.rpisoni.dev/posts/cossim-convolution-part2/