If you swap out basic OCR engines for advanced deep learning models (such as customized YOLO or CNN networks), store your heavy .onnx or .pth model files using Git Large File Storage (LFS) within your GitHub repository to avoid repository bloat. If you want to enhance this tool, tell me:
# Applies Gaussian blur, thresholding, noise removal, and CLAHE contrast enhancement python captcha_solver.py
Recommend auditing each repo for maintenance activity (recent commits, issues), license, and README demo quality. captcha solver python github portable
Installation: pip install funcaptcha-challenger
In the modern landscape of web automation, data scraping, and bot development, one obstacle stands taller than most: . These tests, designed to distinguish humans from bots, have evolved from simple distorted text to complex image recognition challenges (reCAPTCHA v2/v3, hCaptcha, and more). If you swap out basic OCR engines for
| | CAPTCHA Types | Portability | Approach | |--------------------------------------|------------------------------------------------|-----------------|--------------------------| | Solucionador CAPTCHA OpenAI | Text, Math, Object ID, Custom | Medium | OpenAI GPT-4 Vision | | PuzzleCaptchaSolver | Geetest, Binance, DataDome, TikTok, Puzzle | High | OpenCV (offline) | | Audio-Captcha-Solver | Audio CAPTCHAs | Medium-High | librosa + speech_recognition | | Completcha | Arkose / FunCaptcha | High (library) | Bypass + Image solving | | AnyCaptcha | 10+ types (unified API for 9 services) | High | Service API wrapper | | captcha-resolver | Text-based, cleaned images | High | Tesseract + OpenCV | | Hex Captcha Solver | Hexadecimal text CAPTCHAs | Medium-High | EasyOCR / PaddleOCR + templates | | Combined OCR (EOCR + PaddleOCR) | Image-based, text | Medium-High | Dual OCR engines | | 2Captcha/AntiCaptcha Examples | Text, reCAPTCHA v2/v3, hCaptcha | High | Service API wrapper | | EasyOCR + Selenium | 3-digit tile challenges | Medium-High | EasyOCR + Selenium | | Background Subtraction Solver | Fixed-background text CAPTCHAs | High | Background subtraction + EasyOCR | | Shopee Captcha Solver | Shopee crawling image, puzzle slide | Medium | Browser extension + API |
: A robust framework for browser automation that includes built-in stealth modes to avoid detection [18]. These tests, designed to distinguish humans from bots,
: ✅ Medium . Requires Playwright browsers and FFmpeg installed on the system, but works across platforms.