sharpcosine

Name	sharpcosine JSON
Version	0.1.1 JSON
	download
home_page	None
Summary	None
upload_time	2024-03-27 22:47:31
maintainer	None
docs_url	None
author	TAWSIF AHMED
requires_python	None
license	None
keywords
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
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            ### 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
```Python
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/

```

            

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