G'MIC - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing
GREYC CNRS ENSICAEN UNICAEN

A Full-Featured Open-Source Framework for Image Processing



Latest stable version: 3.4.2        Current pre-release: 3.4.3 (2024/10/09)

Reference

Table of Contents  ▸  List of Commands  ▸  Neural Networks  ▸  nn_resconv3dnnl◀  nn_resconv3dnl    |    nn_resfc  ▶

nn_resconv3dnnl

Arguments:

Description:

Add a resconv3dnnl (residual 3D convolutional layer followed by a normalization layer, then a non-linearity)to the network.

boundary_conditions can be { 0:dirichlet | 1:neumann | 2:periodic | 3:mirror }.
learning_mode can be { 0:no learning | 1:weights only | 2:biases only | 3:weights+biases }.

Default values:

in=. (previous layer), kernel_size=3, dilation=1, boundary_conditions=1, activation=leakyrelu and learning_mode=3.

G'MIC - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing

G'MIC is an open-source software distributed under the CeCILL free software licenses (LGPL-like and/or
GPL-compatible). Copyrights (C) Since July 2008, David Tschumperlé - GREYC UMR CNRS 6072, Image Team.