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All Projects → kostyaev → ICNR

kostyaev / ICNR

Licence: MIT license
Convolution NN resize initialization for subpixel convolutions

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tensorflowinitializersubpixelsuperresolution

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Checkerboard artifact free sub pixel convolution initialization

Tensorflow implementation of ICNR initialization used in https://arxiv.org/pdf/1707.02937.pdf

screenshot

Updated for TF v2.4.

Usage example:

Wrap up your initialization with ICRN and you are ready to go:

layers.Conv2DTranspose(..., strides=scale, kernel_initializer=ICNR(GlorotUniform(), scale))
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