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UBCdataset
UBCdataset
 
 
eval
eval
 
 
models
models
 
 
train
train
 
 
Readme.md
Readme.md
 
 
evalDeepCD.sh
evalDeepCD.sh
 
 
note.txt
note.txt
 
 
runAllDeepCD.sh
runAllDeepCD.sh
 
 
utils.lua
utils.lua
 
 

Readme.md

DeepCD Source Code

Author: Tsun-Yi Yang 楊存毅

This folder presents the source codes I used for DeepCD.

DeepCD project is heavily inspired by pnnet https://github.com/vbalnt/pnnet

Platform

  • Torch7
  • Matlab

Dependencies

  • Cuda
  • Cudnn
  • matio
  • gnuplot
luarocks install matio
luarocks install gnuplot

We use MATLAB to save and analysis some information (ex:DDM).

Parameter concepts

  • Read note.txt

Download the UBC dataset (Brown dataset)

Follow https://github.com/vbalnt/UBC-Phototour-Patches-Torch

wget http://www.iis.ee.ic.ac.uk/~vbalnt/notredame-t7.tar.gz
wget http://www.iis.ee.ic.ac.uk/~vbalnt/liberty-t7.tar.gz
wget http://www.iis.ee.ic.ac.uk/~vbalnt/yosemite-t7.tar.gz

Put the unzipped t7 files under UBCdataset folder

Simple training command for DeepCD

sh runAllDeepCD.sh

Simple evaluation command

sh evalDeepCD.sh