Compute Library
 21.02
graph_edsr.cpp File Reference

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Functions

int main (int argc, char **argv)
 Internal implementation of UINT8 EDSR with some modifications from the paper. More...
 

Function Documentation

◆ main()

int main ( int  argc,
char **  argv 
)

Internal implementation of UINT8 EDSR with some modifications from the paper.

The sub-pixel convolution has been replaced with a deconvolution layer. This operation is mathematically the same.

Convolution replaced by deconvolution: https://arxiv.org/abs/1609.07009 "Is the deconvolution layer the same as a convolutional layer?" Wenzhe Shi, Jose Caballero, Lucas Theis, Ferenc Huszar, Andrew Aitken, Christian Ledig, Zehan Wang

Original model is: https://arxiv.org/abs/1707.02921 "Enhanced Deep Residual Networks for Single Image Super-Resolution" Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee

Note
To list all the possible arguments execute the binary appended with the –help option
Parameters
[in]argcNumber of arguments
[in]argvArguments
Returns
Return code

Definition at line 127 of file graph_edsr.cpp.

128 {
129  return run_example<GraphEdsrExample>(argc, argv);
130 }