Before passing an image to an OCR engine, cleaning noise, lines, and background interference is critical.

import asyncio from playwright.async_api import async_playwright from twocaptcha import TwoCaptcha # Initialize the solver with your API key API_KEY = 'YOUR_API_KEY' solver = TwoCaptcha(API_KEY) async def bypass_recaptcha(): async with async_playwright() as p: # Launch browser in headful mode to observe execution browser = await p.chromium.launch(headless=False) page = await browser.new_page() # Navigate to the target page containing the CAPTCHA target_url = "https://google.com" await page.goto(target_url) # Locate the unique sitekey from the target element captcha_element = await page.locator('.g-recaptcha') sitekey = await captcha_element.get_attribute('data-sitekey') print(f"Found Sitekey: sitekey") try: # Send token request to the solving infrastructure print("Solving CAPTCHA via API service...") result = await asyncio.to_thread( solver.recaptcha, sitekey=sitekey, url=target_url ) token = result['code'] print(f"Token Received: token[:20]...") # Inject the token into the hidden verification response textarea await page.evaluate(f'document.getElementById("g-recaptcha-response").innerHTML="token";') # Click the submit button to complete the bypass await page.click('#recaptcha-demo-submit') await page.wait_for_timeout(5000) print("Form submitted successfully.") except Exception as e: print(f"An error occurred during solving: e") await browser.close() asyncio.run(bypass_recaptcha()) Use code with caution. 4. Best Practices for CAPTCHA Bypassing

: A comprehensive collection of scripts showing how to handle reCAPTCHA v2/v3 and Cloudflare within a Selenium browser instance.

The ethical use case for CAPTCHA solving tools is legitimate automation of your own accounts or systems where you have permission. Many developers use these tools for internal testing, monitoring their own websites, or automating interactions with services that explicitly allow API access.