/amazon-captcha-solver

Pure Python, lightweight, Pillow-based solver for the Amazon's text captcha.

Primary LanguagePythonMIT LicenseMIT

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                                                          | ▓▓                                          
  >>>solution                                             | ▓▓                            Version  0.3.9
  "AmznCaptcha"                                            \▓▓                            Accuracy 99.9%

Motivation behind creation of this library is taking its start from the genuinely simple idea: "I don't want to use pytesseract or some other non-amazon-specific OCR services, nor do I want to install some executables to just solve a captcha. My desire is to get a solution within 1-2 lines of code without any heavy add-ons. Using a pure Python."

Pure Python, lightweight, Pillow-based solver for the Amazon's text captcha.

Accuracy Timing Size Version Python version Downloads

Installation

pip install amazoncaptcha

Quick Snippet

from amazoncaptcha import AmazonCaptcha

captcha = AmazonCaptcha('captcha.jpg')
solution = captcha.solve()

# Or: solution = AmazonCaptcha('captcha.jpg').solve()

Status

Status Build Status codecov Requirements Status CodeFactor Grade Implementation

Usage

For data extraction or web scraping specialists, who is crawling Amazon by using selenium, the classmethod below will do all the "dirty" work of extracting an image from webpage for you. Practically, it takes a screenshot from your webdriver, crops the captcha and stores it into bytes array, which is then used to create an AmazonCaptcha instance. This also means avoiding any local savings.

from amazoncaptcha import AmazonCaptcha
from selenium import webdriver

driver = webdriver.Chrome() # This is a simplified example
driver.get('https://www.amazon.com/errors/validateCaptcha')

captcha = AmazonCaptcha.from_webdriver(driver)
solution = captcha.solve()

On the other hand, if you are machine learning or neural networks developer and are looking for some training data, firstly check the captchas folder. It currently contains 13000 solved captchas with unique patterns. For more solved images, consider using AmazonCaptchaCollector instance with a really simple API sampled below. An image will be stored, only if there is a 100% answer. However, if you've noticed a wrong solution, please, create an issue using corresponding template.

from amazoncaptcha import AmazonCaptchaCollector

output_folder = '/path/to/output/folder' # where you want to store captchas
target = 100000 # final number of solved captchas you want to get
processes = 10 # number of simultaneous processes

if __name__ == '__main__':
    collector = AmazonCaptchaCollector(output_folder = output_folder)
    collector.start(target = target, processes = processes)

If you have any suggestions or ideas of additional instances and methods, which you would like to see in this library, please, feel free to contact the owner via email or fork'n'pull to repository. Any contribution is highly appreciated!

Additional

  • Just FYI, pip will install only module itself. However, if you are using git clone, be aware that you will also clone 50 MB of captchas, currently located in the repository.
  • If you want to see the History of Changes, Code of Conduct, Contributing Policy or License, use these inline links to navigate based on your need.
  • If you are facing any errors, please, report your situation via an issue.