Perl使用Tesseract-OCR实现验证码识别教程

一、Tesseract-OCR 是什么

An OCR Engine that was developed at HP Labs between 1985 and 1995… and now at Google
基于Leptonica(http://leptonica.com/)图形处理库开的开源图形识别引擎。
支持Linux、Windows、Mac平台，
支持.NET、C++、Python、Java等开发语言：https://code.google.com/p/tesseract-ocr/wiki/AddOns
项目地址：https://code.google.com/p/tesseract-ocr/

二、使用方法

下载安装：https://tesseract-ocr.googlecode.com/files/tesseract-ocr-setup-3.02.02.exe
注意安装时的Path目录、数学符号、语言选项，按需选择。
执行：”tesseract yourpic.png res”
图片 yourpic.png 里面的内容会被识别后保存在 res.txt
为了更精确的识别可以去到项目地址上下载相应的各种语言的 language tessdata
例如：
简体中文 https://tesseract-ocr.googlecode.com/files/tesseract-ocr-3.02.chi_sim.tar.gz
繁体中文
下载解压后 chi_sim.traineddata 复制到 Tesseract-OCR\tessdata 即可
执行：
“tesseract yourpic.png eng” 使用 默认eng语言包
“tesseract yourpic.png sim -l chi_sim” 使用 chi_sim语言包
“tesseract yourpic.png tra -l chi_tra” 使用 chi_sim语言包
选择最接近真实数据的，方便以后修正

三、进阶使用 Training

为数不多的training tesseract-ocr中文文档
http://yy-programer.blogspot.tw/2012/08/training-tesseract-ocr-301.html
对于高精度需求的需要研究一下了，日常民用级别，默认识别加后期修正即可。

四、应用实例之吸附代理

针对 http://www.proxyfire.net/ 几个代理列表页的代理吸附

话不多说直接上代码，
pf.bat

pf.pl http://www.proxyfire.net/index.php?pageid=eliteproxylist       elite.txt

pf.pl http://www.proxyfire.net/index.php?pageid=anonymousproxylist   anony.txt

pf.pl http://www.proxyfire.net/index.php?pageid=transparentproxylist trans.txt

pf.pl http://www.proxyfire.net/index.php?pageid=socks4proxylist      s4.txt

pf.pl http://www.proxyfire.net/index.php?pageid=socks5proxylist      s5.txt

type *.txt > all.tmp

del *.txt /s/q

ren all.tmp all.txt

@pause

use strict;

 

our $url    = $ARGV[0];

our $file   = $ARGV[1];

 

my $res = undef;

my @tmp = undef;

my @pxy = undef;

 

    `wget $url -q -O ___html`;

    open FH, "<___html";

    @tmp = ;

    close FH;

    $res = join('',@tmp);

    undef(@tmp);

    `del ___html /s /q`;

 

@tmp = ( $res =~ /<img alt="" src="([^" border="0">]+)><\/td>(\d+)'http://www.proxyfire.net'.$tmp[$i], 'port'=>$tmp[$i+1]};

    $i = $i + 1;

}

 

for (my $i=0; $i < @pxy; $i++) {     if( length(${$pxy[$i]}{ip})>0 )

    {

        `echo off & wget ${$pxy[$i]}{ip} -q -O ___png`;

        `tesseract ___png ___ -l chi_tra`;

 

        my $txt = undef;   

        open FH,"<___.txt";

        $txt = ;

        close FH;

        if ( length($txt)>11 )

        {

            $txt =~ s/\s+//g;

            $txt =~ s/日/8/g;

            $txt =~ s/昍/88/g;

            $txt =~ s/s0/60/g;

            $txt =~ s/s1/61/g;

            $txt =~ s/s2/62/g;

            $txt =~ s/s3/69/g;

            $txt =~ s/s4/64/g;

            $txt =~ s/s5/65/g;

            $txt =~ s/s7/67/g;

            $txt =~ s/s8/68/g;

            $txt =~ s/s9/69/g;

            $txt =~ s/0s/06/g;

            $txt =~ s/1s/16/g;

            $txt =~ s/2s/26/g;

            $txt =~ s/3s/96/g;

            $txt =~ s/4s/46/g;

            $txt =~ s/5s/56/g;

            $txt =~ s/6s/66/g;

            $txt =~ s/7s/76/g;

            $txt =~ s/8s/86/g;

            $txt =~ s/9s/96/g;

            $txt =~ s/ss/66/g;

            $txt =~ s/\.s/\.6/g;

            ${$pxy[$i]}{ip} = $txt;

 

            my $bak1 = $txt;

            my $bak2 = $txt;

            $bak1 =~ s/13/19/g;

            $bak1 =~ s/\.32\./\.92\./g;

            $bak1 =~ s/\.33\./\.99\./g;

 

            $bak2 =~ s/19/13/g;

            $bak2 =~ s/\.243/\.249/g;

            $bak2 =~ s/203\./209\./g;

 

            open FHX,">>$file";

            print FHX ${$pxy[$i]}{ip}.":".${$pxy[$i]}{port}."\n";

            print FHX $bak1.":".${$pxy[$i]}{port}."\n";

            print FHX $bak2.":".${$pxy[$i]}{port}."\n";

            close FHX;

 

        }

        my $txt = undef;

    }

}

`del ___* /s /q`;

undef($url);

undef($file);

undef($res);

undef(@tmp);

undef(@pxy);