README.md

Captcha solver

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Library for the captcha image generation and recognition.

Installation

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Run command:

$ pip install -e .

Image generation

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First thing first, you need to generate content of captcha image.

You can create a single string:

>>> from src.content_creator import CaptchaContentGenerator as ccg
>>> single = ccg(length=5, samples=1, numbers=True, lowercase=True, uppercase=True)
>>> single
1aD3x

... or a batch:

>>> from src.content_creator import CaptchaContentGenerator as ccg
>>> samples = ccg(length=5, samples=4, numbers=True, lowercase=True, uppercase=True)
>>> samples
XpXJs, 3YUFp, FyNmg, xqujI

... then you can generate PNG files:

>>> from src.captcha_generator import DatasetGenerator as dg
>>> images = dg(size_x=180, size_y=50, content=samples)

INFO: Setting up the resolution (180x50),
INFO: do not forget to specify argument FOLDER,

>>> images.folder = "images"

INFO: Creating the output folder 'images',

>>> image.create_images()

INFO: Images have been saved into the folder 'images'.

Then you may check the captcha images in the 'images' folder.

Project layout

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/captcha
  ├─README.md
  ├─requirements.txt
  └─csolver
     ├─generator.py
     ├─solver.py
     ├─tests/
     └─data/