TomHuynhSG/Captchas-Solver-CRNN
a deep learning model to break CAPTCHA codes perfectly using CRNN model, which was the state of art for OCR (Optical Character Recognition) task.
This tool accurately deciphers those squiggly, hard-to-read text images used to prove you're human online. It takes a CAPTCHA image as input and reliably outputs the correct text shown within it. Anyone who frequently encounters and needs to bypass CAPTCHAs, such as those performing web scraping or automated data collection, would find this project useful.
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Use this if you need to automatically and accurately read text from CAPTCHA images, especially those with distorted or overlapping characters.
Not ideal if you're dealing with very diverse CAPTCHA styles or need to implement a solution for non-text-based CAPTCHAs (like puzzles or image recognition).
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26
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13
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Aug 21, 2022
Commits (30d)
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