Code Monkey home page Code Monkey logo

gsxt_captcha's Introduction

破解极验点击验证码

国家企业信用信息公示系统中的验证码是按语序点击汉字,如下图所示:

验证码

即,如果依次点击:‘无’,‘意’,‘中’,‘发’,‘现’,就会通过验证。

本项目的破解思路主要分为以下步骤:

  1. 使用目标探测网络YOLOV2进行汉字定位
  2. 设计算法进行汉字切割
  3. 使用darknet的分类器进行汉字识别
  4. 设计算法进行汉字纠错与语序识别

说明:该项目对于破解5个字及5个字以下的验证码效果不错,本人测试了400张图片正确率达到了0.85。

这里提供一个提升破解速度和准确率的思路:在以后破解gsxt网站的时候,可以将识别正确的词语加入到字典库中,这样随着时间的推移,正确率和速度都会越来越高。

免责声明

该项目仅用于学术交流,不得任何商业使用!

如果该项目对您有帮助,记得点一个star哦!!

详细文档请见个人博客

gsxt_captcha's People

Contributors

runninggump avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.