jameskokoska/CAPTCHA-Solver
🔠 A CAPTCHA solver using machine learning with a bidirectional LSTM model
This project offers a deep learning model to automatically read and interpret text-based CAPTCHA images. It takes a distorted CAPTCHA image as input and outputs the sequence of characters it believes are present. This tool would be used by security professionals or system administrators looking to understand the vulnerabilities of CAPTCHA systems to improve network security.
No commits in the last 6 months.
Use this if you are a security researcher or system administrator aiming to assess the robustness of text-based CAPTCHA security measures against machine learning attacks.
Not ideal if you need a highly accurate, production-ready CAPTCHA-solving solution, as this model serves more as an exploratory tool with room for improvement.
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21
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6
Language
Python
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Last pushed
Jan 26, 2023
Commits (30d)
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