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Is it possible to automate captcha with Selenium WebDriver?

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I am automating a webpage where I have to fill up a form.There is also a captcha. Is it possible to automate the captcha and write the value from the captcha image?

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No its not. As capcha is there to prevent automation. However you can try using firefox profiler if you are closely working with development team to avoid capcha.
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