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项目作者： kostyaev

项目描述 ：
Convolution NN resize initialization for subpixel convolutions
高级语言： Jupyter Notebook
项目地址: git://github.com/kostyaev/ICNR.git
创建时间： 2017-11-16T10:05:37Z
项目社区：https://github.com/kostyaev/ICNR
开源协议：MIT License
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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:

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