https://github.com/arunpatala/captcha
Breaking captchas using torch
https://github.com/arunpatala/captcha
Last synced: 10 months ago
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Breaking captchas using torch
- Host: GitHub
- URL: https://github.com/arunpatala/captcha
- Owner: arunpatala
- Created: 2016-01-03T18:36:28.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2016-01-15T18:39:57.000Z (about 10 years ago)
- Last Synced: 2024-11-14T03:34:25.520Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 94.7 KB
- Stars: 181
- Watchers: 11
- Forks: 76
- Open Issues: 5
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-captcha - arunpatala/captcha - łamanie CAPTCHA używając torch. (Łamanie / Ogólne)
README
# captcha
Breaking captchas using torch
See blog https://deepmlblog.wordpress.com/2016/01/03/how-to-break-a-captcha-system/
1. Run captcha.lua to run CNN without RNN
SimpleCaptcha accuracy - 92%
2. Run rmain.lua to run CNN with RNN
SimpleCaptcha accuracy - 96%
3. For seq to seq learning see RNN 6.ipynb
accuracy - 50%