# Conflicts: # include/easypr/chars_identify.h # include/easypr/core/chars_recognise.h # include/easypr/core/chars_segment.h # include/easypr/core/plate_recognize.h # include/easypr/plate_judge.h # src/core/chars_identify.cpp # src/core/chars_recognise.cpp # src/core/chars_segment.cpp # src/core/plate_judge.cpp # src/train/ann_train.cpp # src/util/program_options.cpp # test/accuracy.hpp # test/chars.hpp # test/main.cppv1.6alpha
Micooz
10 years ago
commit
7c3439db97
@ -1,217 +1,11 @@
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.idea/
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||||||
#ignore thumbnails created by windows
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_build/
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||||||
Thumbs.db
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resources/image/tmp/
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||||||
#Ignore files build by Visual Studio
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||||||
*.obj
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*.exe
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*.pdb
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*.user
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*.aps
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||||||
*.pch
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*.vspscc
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*_i.c
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*_p.c
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*.ncb
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*.suo
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*.suo
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*.tlb
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*.sdf
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*.tlh
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*.opensdf
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*.bak
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*.exe
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*.cache
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*.ilk
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*.log
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[Bb]in
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[Dd]ebug*/
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||||||
*.lib
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*.lib
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||||||
*.sbr
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||||||
obj/
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||||||
[Rr]elease*/
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||||||
_ReSharper*/
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||||||
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||||||
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||||||
# Build results
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||||||
experiment/
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||||||
experi/
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||||||
bak/
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x64/
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x86/
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build/
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bld/
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[Bb]in/
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[Oo]bj/
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*.orig
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||||||
# Roslyn cache directories
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||||||
*.ide/
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||||||
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|
||||||
# MSTest test Results
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||||||
[Tt]est[Rr]esult*/
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||||||
[Bb]uild[Ll]og.*
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||||||
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||||||
#NUNIT
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||||||
*.VisualState.xml
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||||||
TestResult.xml
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||||||
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||||||
# Build Results of an ATL Project
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|
||||||
[Dd]ebugPS/
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||||||
[Rr]eleasePS/
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||||||
dlldata.c
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*_i.c
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*_p.c
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*_i.h
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*.ilk
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*.meta
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*.obj
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*.pch
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*.pdb
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*.pdb
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*.pgc
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*.ilk
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*.pgd
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demo
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||||||
*.rsp
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||||||
*.sbr
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||||||
*.tlb
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*.tli
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*.tlh
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*.tmp
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*.tmp_proj
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*.log
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*.vspscc
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*.vssscc
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.builds
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*.pidb
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*.svclog
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*.scc
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||||||
# Chutzpah Test files
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_Chutzpah*
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# Visual C++ cache files
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ipch/
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*.aps
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*.ncb
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*.opensdf
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*.sdf
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*.cachefile
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# Visual Studio profiler
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*.psess
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*.vsp
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*.vspx
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||||||
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||||||
# TFS 2012 Local Workspace
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||||||
$tf/
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||||||
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||||||
# Guidance Automation Toolkit
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*.gpState
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||||||
# ReSharper is a .NET coding add-in
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_ReSharper*/
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*.[Rr]e[Ss]harper
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*.DotSettings.user
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# JustCode is a .NET coding addin-in
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.JustCode
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# TeamCity is a build add-in
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_TeamCity*
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# DotCover is a Code Coverage Tool
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*.dotCover
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# NCrunch
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_NCrunch_*
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.*crunch*.local.xml
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# MightyMoose
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*.mm.*
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AutoTest.Net/
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# Web workbench (sass)
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.sass-cache/
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||||||
# Installshield output folder
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[Ee]xpress/
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# DocProject is a documentation generator add-in
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DocProject/buildhelp/
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DocProject/Help/*.HxC
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DocProject/Help/*.hhk
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DocProject/Help/*.hhp
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DocProject/Help/Html2
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DocProject/Help/html
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# Click-Once directory
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publish/
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# Publish Web Output
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||||||
*.[Pp]ublish.xml
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||||||
*.azurePubxml
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||||||
# TODO: Comment the next line if you want to checkin your web deploy settings
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||||||
# but database connection strings (with potential passwords) will be unencrypted
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*.pubxml
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*.publishproj
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# NuGet Packages
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*.nupkg
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# The packages folder can be ignored because of Package Restore
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**/packages/*
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# except build/, which is used as an MSBuild target.
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||||||
!**/packages/build/
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# If using the old MSBuild-Integrated Package Restore, uncomment this:
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||||||
#!**/packages/repositories.config
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||||||
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|
||||||
# Windows Azure Build Output
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||||||
csx/
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||||||
*.build.csdef
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||||||
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||||||
# Windows Store app package directory
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||||||
AppPackages/
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||||||
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||||||
# Others
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||||||
sql/
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*.Cache
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ClientBin/
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[Ss]tyle[Cc]op.*
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~$*
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*~
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||||||
*.dbmdl
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*.dbproj.schemaview
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*.pfx
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*.publishsettings
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node_modules/
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# RIA/Silverlight projects
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Generated_Code/
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||||||
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||||||
# Backup & report files from converting an old project file
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||||||
# to a newer Visual Studio version. Backup files are not needed,
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||||||
# because we have git ;-)
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_UpgradeReport_Files/
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Backup*/
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||||||
UpgradeLog*.XML
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UpgradeLog*.htm
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# SQL Server files
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||||||
*.mdf
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*.ldf
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# Business Intelligence projects
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||||||
*.rdl.data
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*.bim.layout
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*.bim_*.settings
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# Microsoft Fakes
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FakesAssemblies/
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# idea IDE
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||||||
.idea/
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||||||
# XCode IDE
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||||||
EasyPR.xcodeproj/
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# Debug tmp files
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||||||
tmp/
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# native_test files
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native_test/
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@ -1,157 +0,0 @@
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<?xml version="1.0" encoding="utf-8"?>
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<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
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<ItemGroup>
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<Filter Include="源文件">
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<UniqueIdentifier>{4FC737F1-C7A5-4376-A066-2A32D752A2FF}</UniqueIdentifier>
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<Extensions>cpp;c;cc;cxx;def;odl;idl;hpj;bat;asm;asmx</Extensions>
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</Filter>
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<Filter Include="头文件">
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<UniqueIdentifier>{93995380-89BD-4b04-88EB-625FBE52EBFB}</UniqueIdentifier>
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<Extensions>h;hpp;hxx;hm;inl;inc;xsd</Extensions>
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</Filter>
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<Filter Include="资源文件">
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<UniqueIdentifier>{67DA6AB6-F800-4c08-8B7A-83BB121AAD01}</UniqueIdentifier>
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<Extensions>rc;ico;cur;bmp;dlg;rc2;rct;bin;rgs;gif;jpg;jpeg;jpe;resx;tiff;tif;png;wav;mfcribbon-ms</Extensions>
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</Filter>
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||||||
<Filter Include="头文件\easypr">
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<UniqueIdentifier>{9bb276ae-c7dc-4518-9674-bad84e57b9ac}</UniqueIdentifier>
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</Filter>
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<Filter Include="头文件\easypr\preprocess">
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<UniqueIdentifier>{6d263c48-a60a-4d68-8c2d-be376356168a}</UniqueIdentifier>
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</Filter>
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<Filter Include="源文件\core">
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<UniqueIdentifier>{bab97015-644d-43a0-a50a-a10567a88dbe}</UniqueIdentifier>
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</Filter>
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<Filter Include="源文件\preprocess">
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<UniqueIdentifier>{9a417cf1-7356-4acc-8b03-2b23009aa1ff}</UniqueIdentifier>
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</Filter>
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<Filter Include="源文件\train">
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<UniqueIdentifier>{46477ca6-b57a-48af-b8a7-49b05c42319f}</UniqueIdentifier>
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</Filter>
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<Filter Include="源文件\util">
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<UniqueIdentifier>{53a5d227-5ea7-45e4-9533-ed69bff250fb}</UniqueIdentifier>
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</Filter>
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||||||
</ItemGroup>
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<ItemGroup>
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<ClInclude Include="include\easypr.h">
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<Filter>头文件</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\api.hpp">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\chars_identify.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\chars_recognise.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\chars_segment.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\core_func.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\feature.h">
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<Filter>头文件\easypr</Filter>
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</ClInclude>
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<ClInclude Include="include\easypr\plate.h">
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<Filter>头文件\easypr</Filter>
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</ClInclude>
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<ClInclude Include="include\easypr\plate_detect.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\plate_judge.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\plate_locate.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\plate_recognize.h">
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||||||
<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\program_options.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\svm_train.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\util.h">
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<Filter>头文件\easypr</Filter>
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||||||
</ClInclude>
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||||||
<ClInclude Include="include\easypr\preprocess\deface.h">
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<Filter>头文件\easypr\preprocess</Filter>
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||||||
</ClInclude>
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<ClInclude Include="include\easypr\preprocess\gdts.h">
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<Filter>头文件\easypr\preprocess</Filter>
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</ClInclude>
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<ClInclude Include="include\easypr\preprocess\mc_data.h">
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<Filter>头文件\easypr\preprocess</Filter>
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||||||
</ClInclude>
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</ItemGroup>
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<ItemGroup>
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<ClCompile Include="src\core\chars_identify.cpp">
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</ClCompile>
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<ClCompile Include="src\core\chars_recognise.cpp">
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<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\chars_segment.cpp">
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</ClCompile>
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<ClCompile Include="src\core\core_func.cpp">
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<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\train\ann_train.cpp">
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<Filter>源文件\train</Filter>
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||||||
</ClCompile>
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<ClCompile Include="src\train\svm_train.cpp">
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||||||
<Filter>源文件\train</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\util\util.cpp">
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<Filter>源文件\util</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\util\program_options.cpp">
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||||||
<Filter>源文件\util</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\feature.cpp">
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||||||
<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\plate.cpp">
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||||||
<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\plate_detect.cpp">
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||||||
<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\plate_judge.cpp">
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||||||
<Filter>源文件\core</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\plate_locate.cpp">
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\core\plate_recognize.cpp">
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||||||
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\preprocess\deface.cpp">
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<Filter>源文件\preprocess</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\preprocess\gdts.cpp">
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||||||
<Filter>源文件\preprocess</Filter>
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||||||
</ClCompile>
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||||||
<ClCompile Include="src\preprocess\mc_data.cpp">
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||||||
</ClCompile>
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||||||
</ItemGroup>
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||||||
<ItemGroup>
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||||||
<Xml Include="resources\model\ann.xml">
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||||||
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||||||
</Xml>
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||||||
<Xml Include="resources\model\svm.xml">
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||||||
<Filter>资源文件</Filter>
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||||||
</Xml>
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||||||
</ItemGroup>
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||||||
<ItemGroup>
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||||||
<Text Include="关于版权.txt" />
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|
||||||
<Text Include="resources\image\使用说明.txt" />
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||||||
<Text Include="resources\image\GDSL.txt" />
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||||||
</ItemGroup>
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||||||
</Project>
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||||||
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|||||||
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#!/usr/bin/env bash
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||||||
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|
||||||
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BUILD_PATH="_build/"
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||||||
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|
||||||
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if [ ! -e $BUILD_PATH ]; then
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||||||
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mkdir $BUILD_PATH
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||||||
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fi
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||||||
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|
||||||
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cd _build/
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||||||
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cmake ../
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||||||
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make -j 4
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||||||
@ -0,0 +1,162 @@
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|||||||
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# -*- coding: utf-8 -*-
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||||||
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|
||||||
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# --------------------------------------------------------------------
|
||||||
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# EasyPR auto configure script
|
||||||
|
# --------------------------------------------------------------------
|
||||||
|
#
|
||||||
|
# This script configures OpenCV3.0 for Visual Studio
|
||||||
|
# on Windows.
|
||||||
|
#
|
||||||
|
# You are required to have Python3.* installed, and python.exe must
|
||||||
|
# be added to your PATH (C:\Python34 for example).
|
||||||
|
#
|
||||||
|
# You can use it by executing:
|
||||||
|
#
|
||||||
|
# C:\> cd path\to\EasyPR
|
||||||
|
# C:\> python configure.py
|
||||||
|
#
|
||||||
|
# Note: compatible with python3, haven't been tested on python2.
|
||||||
|
#
|
||||||
|
# --------------------------------------------------------------------
|
||||||
|
|
||||||
|
import os
|
||||||
|
import re
|
||||||
|
|
||||||
|
kProjectDir = "vcprojs"
|
||||||
|
|
||||||
|
kProjects = ["libeasypr.vcxproj", "demo.vcxproj"]
|
||||||
|
|
||||||
|
kProjectTemplates = ["libeasypr.vcxproj.template", "demo.vcxproj.template"]
|
||||||
|
|
||||||
|
kOpenCVConfig = "OpenCVConfig-version.cmake"
|
||||||
|
|
||||||
|
kConfig = {
|
||||||
|
"build": "",
|
||||||
|
"include": "",
|
||||||
|
"library": "",
|
||||||
|
"link": ["opencv_world300"],
|
||||||
|
"bit": "",
|
||||||
|
"vs": ""
|
||||||
|
}
|
||||||
|
|
||||||
|
kPatterns = {
|
||||||
|
"include": "(<AdditionalIncludeDirectories>)(.*?)(</AdditionalIncludeDirectories>)",
|
||||||
|
"library": "(<AdditionalLibraryDirectories>)(.*?)(</AdditionalLibraryDirectories>)",
|
||||||
|
"link": "(<AdditionalDependencies>)(.*?)(</AdditionalDependencies>)"
|
||||||
|
}
|
||||||
|
|
||||||
|
kReplacements = {
|
||||||
|
"include": r"\1%s;\2\3",
|
||||||
|
"library": r'\1%s\3',
|
||||||
|
"link": r'\1%s;\2\3'
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def configure():
|
||||||
|
for i in range(2):
|
||||||
|
print(">> creating %s" % kProjects[i])
|
||||||
|
tpath = os.path.join(kProjectDir, kProjectTemplates[i])
|
||||||
|
fp = open(tpath, encoding="utf-8")
|
||||||
|
try:
|
||||||
|
# read from disk
|
||||||
|
original = fp.read()
|
||||||
|
nstring = ""
|
||||||
|
if 0 == i:
|
||||||
|
nstring = configure_libeasypr(original)
|
||||||
|
elif 1 == i:
|
||||||
|
nstring = configure_demo(original)
|
||||||
|
|
||||||
|
# write to disk
|
||||||
|
wpath = os.path.join(kProjectDir, kProjects[i])
|
||||||
|
writer = open(wpath, mode="wb")
|
||||||
|
try:
|
||||||
|
writer.write(nstring.encode())
|
||||||
|
finally:
|
||||||
|
writer.close()
|
||||||
|
finally:
|
||||||
|
fp.close()
|
||||||
|
print(">> all done! Open EasyPR.sln and have fun!")
|
||||||
|
|
||||||
|
|
||||||
|
def configure_libeasypr(buffer):
|
||||||
|
# additional include dir
|
||||||
|
pattern = re.compile(kPatterns["include"])
|
||||||
|
return pattern.sub(kReplacements["include"] %
|
||||||
|
(kConfig["include"][:2] + re.escape(kConfig["include"][2:])),
|
||||||
|
buffer)
|
||||||
|
|
||||||
|
|
||||||
|
def configure_demo(buffer):
|
||||||
|
# additional include dir
|
||||||
|
pattern = re.compile(kPatterns["include"])
|
||||||
|
nstring = pattern.sub(kReplacements["include"] %
|
||||||
|
(kConfig["include"][:2] + re.escape(kConfig["include"][2:])),
|
||||||
|
buffer)
|
||||||
|
# additional library dir
|
||||||
|
pattern = re.compile(kPatterns["library"])
|
||||||
|
nstring = pattern.sub(kReplacements["library"] %
|
||||||
|
(kConfig["library"][:2] + re.escape(kConfig["library"][2:])),
|
||||||
|
nstring)
|
||||||
|
# additional dependencies
|
||||||
|
lib_string = ""
|
||||||
|
for lib in kConfig["link"]:
|
||||||
|
lib_string += (lib + "d.lib")
|
||||||
|
|
||||||
|
pattern = re.compile(kPatterns["link"])
|
||||||
|
return pattern.sub(kReplacements["link"] % lib_string, nstring)
|
||||||
|
|
||||||
|
|
||||||
|
def check_opencv_version():
|
||||||
|
file = os.path.join(kConfig["build"], kOpenCVConfig)
|
||||||
|
print(">> Checking ", file)
|
||||||
|
fp = open(file)
|
||||||
|
major_version = 0
|
||||||
|
try:
|
||||||
|
fline = fp.readline()
|
||||||
|
match = re.search(r"OpenCV_VERSION (\d)\.(\d)\.(\d{,2})", fline)
|
||||||
|
if match is not None:
|
||||||
|
major_version = match.group(1)
|
||||||
|
finally:
|
||||||
|
fp.close()
|
||||||
|
return major_version
|
||||||
|
|
||||||
|
|
||||||
|
def cli():
|
||||||
|
while True:
|
||||||
|
root_ = input(r"Where is your opencv root path? (e.g, C:\path\to\opencv3): ")
|
||||||
|
if os.path.exists(root_):
|
||||||
|
kConfig["build"] = os.path.join(root_, "build")
|
||||||
|
kConfig["include"] = os.path.join(kConfig["build"], "include")
|
||||||
|
break
|
||||||
|
else:
|
||||||
|
print("Invalid path")
|
||||||
|
|
||||||
|
if check_opencv_version() != "3":
|
||||||
|
print("requires opencv 3")
|
||||||
|
exit()
|
||||||
|
|
||||||
|
while True:
|
||||||
|
xbit = input("Which library version you want to use? (x86 for 32bit, x64 for 64bit): ")
|
||||||
|
if xbit == "x86" or xbit == "x64":
|
||||||
|
kConfig["bit"] = xbit
|
||||||
|
break
|
||||||
|
else:
|
||||||
|
print("Please type x86 or x64")
|
||||||
|
|
||||||
|
while True:
|
||||||
|
vc = input("Which Visual Studio you are using? (vs2012 or vs2013): ")
|
||||||
|
if vc == "vs2012":
|
||||||
|
kConfig["vs"] = "vc11"
|
||||||
|
break
|
||||||
|
elif vc == "vs2013":
|
||||||
|
kConfig["vs"] = "vc12"
|
||||||
|
break
|
||||||
|
else:
|
||||||
|
print("Please type vs2012 or vs2013")
|
||||||
|
|
||||||
|
kConfig["library"] = os.path.normpath("%s/%s/%s/lib/" % (kConfig["build"], kConfig["bit"], kConfig["vs"]))
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
cli()
|
||||||
|
configure()
|
||||||
@ -1,12 +1,14 @@
|
|||||||
#ifndef EASYPR_EASYPR_H
|
#ifndef EASYPR_EASYPR_H
|
||||||
#define EASYPR_EASYPR_H
|
#define EASYPR_EASYPR_H
|
||||||
|
|
||||||
#include "easypr/plate_recognize.h"
|
#include "easypr/core/plate_recognize.h"
|
||||||
#include "easypr/svm_train.h"
|
#include "easypr/train/svm_train.h"
|
||||||
|
#include "easypr/train/ann_train.h"
|
||||||
#include "easypr/preprocess/mc_data.h"
|
#include "easypr/preprocess/mc_data.h"
|
||||||
#include "easypr/preprocess/gdts.h"
|
#include "easypr/preprocess/gdts.h"
|
||||||
#include "easypr/preprocess/deface.h"
|
#include "easypr/preprocess/deface.h"
|
||||||
#include "easypr/util.h"
|
#include "easypr/util/util.h"
|
||||||
|
#include "easypr/util/program_options.h"
|
||||||
#include "easypr/api.hpp"
|
#include "easypr/api.hpp"
|
||||||
|
|
||||||
#endif //EASYPR_EASYPR_H
|
#endif //EASYPR_EASYPR_H
|
||||||
|
|||||||
@ -0,0 +1,62 @@
|
|||||||
|
#ifndef EASYPR_TRAIN_TRAIN_H_
|
||||||
|
#define EASYPR_TRAIN_TRAIN_H_
|
||||||
|
|
||||||
|
namespace easypr {
|
||||||
|
|
||||||
|
static const char* kDefaultSvmPath = "resources/model/svm.xml";
|
||||||
|
static const char* kDefaultAnnPath = "resources/model/ann.xml";
|
||||||
|
|
||||||
|
static const int kPredictSize = 10;
|
||||||
|
|
||||||
|
static const char *kChars[] = {
|
||||||
|
"0", "1", "2",
|
||||||
|
"3", "4", "5",
|
||||||
|
"6", "7", "8",
|
||||||
|
"9",
|
||||||
|
/* 10 */
|
||||||
|
"A", "B", "C",
|
||||||
|
"D", "E", "F",
|
||||||
|
"G", "H", /* {"I", "I"} */
|
||||||
|
"J", "K", "L",
|
||||||
|
"M", "N", /* {"O", "O"} */
|
||||||
|
"P", "Q", "R",
|
||||||
|
"S", "T", "U",
|
||||||
|
"V", "W", "X",
|
||||||
|
"Y", "Z",
|
||||||
|
/* 24 */
|
||||||
|
"zh_cuan" , "zh_e" , "zh_gan" ,
|
||||||
|
"zh_gan1" , "zh_gui" , "zh_gui1" ,
|
||||||
|
"zh_hei" , "zh_hu" , "zh_ji" ,
|
||||||
|
"zh_jin" , "zh_jing" , "zh_jl" ,
|
||||||
|
"zh_liao" , "zh_lu" , "zh_meng" ,
|
||||||
|
"zh_min" , "zh_ning" , "zh_qing" ,
|
||||||
|
"zh_qiong", "zh_shan" , "zh_su" ,
|
||||||
|
"zh_sx" , "zh_wan" , "zh_xiang",
|
||||||
|
"zh_xin" , "zh_yu" , "zh_yu1" ,
|
||||||
|
"zh_yue" , "zh_yun" , "zh_zang" ,
|
||||||
|
"zh_zhe"
|
||||||
|
/* 31 */
|
||||||
|
};
|
||||||
|
|
||||||
|
static const std::map<const char*, const char*> kCharsMap = {
|
||||||
|
{"zh_cuan" , "川"}, {"zh_e" , "鄂"}, {"zh_gan" , "赣"},
|
||||||
|
{"zh_gan1" , "甘"}, {"zh_gui" , "贵"}, {"zh_gui1" , "桂"},
|
||||||
|
{"zh_hei" , "黑"}, {"zh_hu" , "沪"}, {"zh_ji" , "冀"},
|
||||||
|
{"zh_jin" , "津"}, {"zh_jing" , "京"}, {"zh_jl" , "吉"},
|
||||||
|
{"zh_liao" , "辽"}, {"zh_lu" , "鲁"}, {"zh_meng" , "蒙"},
|
||||||
|
{"zh_min" , "闽"}, {"zh_ning" , "宁"}, {"zh_qing" , "青"},
|
||||||
|
{"zh_qiong", "琼"}, {"zh_shan" , "陕"}, {"zh_su" , "苏"},
|
||||||
|
{"zh_sx" , "晋"}, {"zh_wan" , "皖"}, {"zh_xiang", "湘"},
|
||||||
|
{"zh_xin" , "新"}, {"zh_yu" , "豫"}, {"zh_yu1" , "渝"},
|
||||||
|
{"zh_yue" , "粤"}, {"zh_yun" , "云"}, {"zh_zang" , "藏"},
|
||||||
|
{"zh_zhe" , "浙"}
|
||||||
|
/* 31 */
|
||||||
|
};
|
||||||
|
|
||||||
|
static const int kCharsTotalNumber = 65;
|
||||||
|
|
||||||
|
static bool debug = false;
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
#endif // EASYPR_TRAIN_TRAIN_H_
|
||||||
@ -0,0 +1,37 @@
|
|||||||
|
#ifndef __PLATE_JUDGE_H__
|
||||||
|
#define __PLATE_JUDGE_H__
|
||||||
|
|
||||||
|
#include "easypr/core/plate.h"
|
||||||
|
#include "easypr/core/feature.h"
|
||||||
|
#include "easypr/core/core_func.h"
|
||||||
|
|
||||||
|
namespace easypr {
|
||||||
|
|
||||||
|
class PlateJudge {
|
||||||
|
public:
|
||||||
|
static PlateJudge* instance();
|
||||||
|
|
||||||
|
//! 对多幅车牌进行SVM判断
|
||||||
|
int plateJudge(const std::vector<CPlate>&, std::vector<CPlate>&);
|
||||||
|
|
||||||
|
//! 车牌判断
|
||||||
|
int plateJudge(const std::vector<Mat>&, std::vector<Mat>&);
|
||||||
|
|
||||||
|
//! 车牌判断（一副图像）
|
||||||
|
int plateJudge(const Mat& inMat, int& result);
|
||||||
|
|
||||||
|
//! 直方图均衡
|
||||||
|
Mat histeq(Mat);
|
||||||
|
|
||||||
|
private:
|
||||||
|
PlateJudge();
|
||||||
|
|
||||||
|
static PlateJudge* instance_;
|
||||||
|
|
||||||
|
cv::Ptr<ml::SVM> svm_;
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
#endif
|
||||||
@ -1,46 +0,0 @@
|
|||||||
#ifndef EASYPR_SVM_TRAIN_H
|
|
||||||
#define EASYPR_SVM_TRAIN_H
|
|
||||||
|
|
||||||
#include <vector>
|
|
||||||
#include <opencv2/opencv.hpp>
|
|
||||||
|
|
||||||
namespace easypr {
|
|
||||||
|
|
||||||
class Svm {
|
|
||||||
public:
|
|
||||||
typedef enum {
|
|
||||||
kForward = 1, // correspond to "has plate"
|
|
||||||
kInverse = 0 // correspond to "no plate"
|
|
||||||
} Label;
|
|
||||||
|
|
||||||
Svm(const char* forward_data_folder, const char* inverse_data_folder);
|
|
||||||
|
|
||||||
void train(bool divide = true, float divide_percentage = 0.7,
|
|
||||||
bool train = true, const char* out_svm_folder = NULL);
|
|
||||||
|
|
||||||
private:
|
|
||||||
/*
|
|
||||||
* divide images into train part and test part by percentage
|
|
||||||
*/
|
|
||||||
void divide(const char* images_folder, float percentage = 0.7);
|
|
||||||
|
|
||||||
void get_train();
|
|
||||||
|
|
||||||
void get_test();
|
|
||||||
|
|
||||||
const char* forward_;
|
|
||||||
const char* inverse_;
|
|
||||||
|
|
||||||
// these two variables are used for cv::CvSVM::train_auto()
|
|
||||||
cv::Mat classes_;
|
|
||||||
cv::Mat trainingData_;
|
|
||||||
// these two variables are used for cv::CvSVM::predict()
|
|
||||||
std::vector<cv::Mat> test_imgaes_;
|
|
||||||
std::vector<Label> test_labels_;
|
|
||||||
};
|
|
||||||
|
|
||||||
|
|
||||||
}
|
|
||||||
|
|
||||||
|
|
||||||
#endif //EASYPR_SVM_TRAIN_H
|
|
||||||
@ -0,0 +1,26 @@
|
|||||||
|
#ifndef EASYPR_TRAIN_ANNTRAIN_H_
|
||||||
|
#define EASYPR_TRAIN_ANNTRAIN_H_
|
||||||
|
|
||||||
|
#include <opencv2/opencv.hpp>
|
||||||
|
|
||||||
|
namespace easypr{
|
||||||
|
|
||||||
|
class AnnTrain{
|
||||||
|
public:
|
||||||
|
explicit AnnTrain(const char* chars_folder, const char* xml);
|
||||||
|
|
||||||
|
void train(const int & neurons = 40);
|
||||||
|
|
||||||
|
void test();
|
||||||
|
|
||||||
|
private:
|
||||||
|
cv::Ptr<cv::ml::TrainData> train_data();
|
||||||
|
cv::Ptr<cv::ml::ANN_MLP> ann_;
|
||||||
|
|
||||||
|
const char* ann_xml_;
|
||||||
|
const char* chars_folder_;
|
||||||
|
};
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
#endif // EASYPR_TRAIN_ANNTRAIN_H_
|
||||||
@ -0,0 +1,48 @@
|
|||||||
|
#ifndef EASYPR_SVM_TRAIN_H
|
||||||
|
#define EASYPR_SVM_TRAIN_H
|
||||||
|
|
||||||
|
#include <vector>
|
||||||
|
#include <opencv2/opencv.hpp>
|
||||||
|
#include "easypr/config.h"
|
||||||
|
|
||||||
|
namespace easypr {
|
||||||
|
|
||||||
|
class SvmTrain {
|
||||||
|
public:
|
||||||
|
typedef enum {
|
||||||
|
kForward = 1, // correspond to "has plate"
|
||||||
|
kInverse = 0 // correspond to "no plate"
|
||||||
|
} Label;
|
||||||
|
|
||||||
|
SvmTrain(const char* forward_data_folder, const char* inverse_data_folder);
|
||||||
|
|
||||||
|
void train(bool divide = true, float divide_percentage = 0.7,
|
||||||
|
const char* out_svm_folder = kDefaultSvmPath);
|
||||||
|
|
||||||
|
void runTest(const char* svm_path = kDefaultSvmPath);
|
||||||
|
|
||||||
|
private:
|
||||||
|
/*
|
||||||
|
* divide images into train part and test part by percentage
|
||||||
|
*/
|
||||||
|
void divide(const char* images_folder, float percentage = 0.7);
|
||||||
|
|
||||||
|
void getTrain();
|
||||||
|
|
||||||
|
void getTest();
|
||||||
|
|
||||||
|
const char* forward_;
|
||||||
|
const char* inverse_;
|
||||||
|
|
||||||
|
// these two variables are used for cv::CvSVM::train_auto()
|
||||||
|
cv::Mat classes_;
|
||||||
|
cv::Ptr<cv::ml::TrainData> trainingData_;
|
||||||
|
|
||||||
|
// these two variables are used for cv::CvSVM::predict()
|
||||||
|
std::vector<cv::Mat> test_imgaes_;
|
||||||
|
std::vector<Label> test_labels_;
|
||||||
|
};
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
#endif //EASYPR_SVM_TRAIN_H
|
||||||
Some files were not shown because too many files have changed in this diff Show More
Loading…
Reference in new issue