Python Github Hot!: Captcha Solver
Avoid overwhelming servers with requests, which can be seen as a DDoS attack.
Do not scrape sites that explicitly prohibit it.
: Find contours to isolate individual letters or regions.
uses a CNN + BiLSTM architecture with CTC loss, achieving 95%+ accuracy on CAPTCHA recognition with ~100ms processing time per CAPTCHA. It includes a FastAPI REST API with Swagger documentation and Docker support for easy deployment. captcha solver python github
# Apply threshold to get black and white image _, thresh = cv2.threshold(gray, 150, 255, cv2.THRESH_BINARY_INV)
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This public link is valid for 7 days and shares a thread, including any personal information you added. This link or copies made by others cannot be deleted. If you share with third parties, their policies apply. Can’t copy the link right now. Try again later. Avoid overwhelming servers with requests, which can be
What (e.g., reCAPTCHA, hCaptcha, simple text) are you targeting?
For more complex CAPTCHAs, you might need to use a more advanced library like captcha-solver . This library uses a combination of image processing and machine learning techniques to solve CAPTCHAs.
Text-based CAPTCHAs, slider detection, and click-target coordinates. uses a CNN + BiLSTM architecture with CTC
from twocaptcha import TwoCaptcha import requests from bs4 import BeautifulSoup
class CaptchaCache: def (self, cache_file='captcha_cache.pkl'): self.cache_file = cache_file try: with open(cache_file, 'rb') as f: self.cache = pickle.load(f) except FileNotFoundError: self.cache = {}
from twocaptcha import TwoCaptcha
Example 2: Bypassing reCAPTCHA v2 using Playwright and an API Solver
For developers looking to implement CAPTCHA solving in Python, here's a practical starting point:
