Ethics & legal
README outline
Here's an example code snippet that uses pytesseract to solve a simple CAPTCHA:
Built on top of TensorFlow, it allows developers to train a custom Convolutional Neural Network (CNN) + Recurrent Neural Network (RNN) model using their own labeled dataset. captcha solver python github
These repositories provide Python wrappers for third-party services. They are the go-to for complex challenges like reCAPTCHA v3, Cloudflare Turnstile, and hCaptcha.
Evaluation example (src/eval.py)
from twocaptcha import TwoCaptcha
The most reliable approach for large-scale automation is integrating with a professional CAPTCHA-solving service via a Python client.
: Free and self-hosted, but usually only works on simple, distorted-text image CAPTCHAs. 🛠️ Method 1: Using API Services (Recommended)
Top CAPTCHA Solver Python Projects on GitHub: A 2026 Guide Automated web scraping and browser automation are essential for data extraction, but they often encounter a significant roadblock: . As security technologies advance to distinguish between humans and bots, so do the methods to bypass them. Ethics & legal README outline Here's an example
Searching GitHub for this combination yields many projects focused on image recognition for text-based CAPTCHAs. How to Implement a CAPTCHA Solver in Python
: Use OpenCV to grayscale the image and apply a threshold to remove noise.
( solvecaptcha/solvecaptcha-python ): A simpler and newer API client that provides fast, fully automated CAPTCHA bypass. The official Python package integrates smoothly with Selenium and Playwright, making it a good choice for developers just getting started with CAPTCHA automation. Evaluation example (src/eval
: When automating with Selenium, CAPTCHAs are often triggered simply because the site detects automation. Use the Bypassing CAPTCHAs with Selenium guide to implement "stealth" configurations and minimize triggers without even needing to solve them.
These projects focus on bypassing complex, modern CAPTCHAs (reCAPTCHA, hCaptcha, FunCaptcha) using AI or API-based integration with services.