recognizer


Namerecognizer JSON
Version 1.4 PyPI version JSON
download
home_pagehttps://github.com/Vinyzu/recognizer
Summary🦉Gracefully face reCAPTCHA challenge with ultralytics YOLOv8-seg, CLIPs VIT-B/16 and CLIP-Seg/RD64. Implemented in playwright or an easy-to-use API.
upload_time2024-04-10 18:51:50
maintainerNone
docs_urlNone
authorVinyzu
requires_python>=3.8
licenseGNU General Public License v3.0
keywords botright playwright browser automation fingerprints fingerprinting dataset data recaptcha captcha
VCS
bugtrack_url
requirements setuptools opencv-python imageio ultralytics transformers numpy playwright
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # reCognizer v1.4
![Tests & Linting](https://github.com/Vinyzu/recognizer/actions/workflows/ci.yml/badge.svg)
[![](https://img.shields.io/pypi/v/recognizer.svg?color=1182C3)](https://pypi.org/project/recognizer/)
[![Downloads](https://static.pepy.tech/badge/recognizer)](https://pepy.tech/project/recognizer)


#### reCognizer is a free-to-use AI based [reCaptcha](https://developers.google.com/recaptcha) Solver. <br> Usable with an easy-to-use API, also available for Async and Sync Playwright. <br> You can pass almost any format into the Challenger, from full-page screenshots, only-captcha images and no-border images to single images in a list.

#### Note: You Should use an undetected browser engine like [Botright](https://github.com/Vinyzu/Botright) to solve the Captchas consistently. <br>  reCaptcha detects normal Playwright easily and you probably wont get any successful solves despite correct recognitions.

## Install it from PyPI

```bash
pip install recognizer
```

---

## Examples

### Possible Image Inputs
![Accepted Formats](https://i.ibb.co/nztTD9Z/formats.png)

### Example Solve Video (Good IP & Botright)
https://github.com/Vinyzu/recognizer/assets/50874994/95a713e3-bb46-474b-994f-cb3dacae9279

---

## Basic Usage

```py
# Only for Type-Hints
from typing import TypeVar, Sequence, Union
from pathlib import Path
from os import PathLike

accepted_image_types = TypeVar("accepted_image_types", Path, Union[PathLike[str], str], bytes, Sequence[Path], Sequence[Union[PathLike[str], str]], Sequence[bytes])

# Real Code
from recognizer import Detector

detector = Detector()

task_type: str = "bicycle"
images: accepted_image_types = "recaptcha_image.png"
area_captcha: bool = False

response, coordinates = detector.detect(task_type, images, area_captcha=area_captcha)
```

---

## Playwright Usage
### Sync Playwright

```py
from playwright.sync_api import sync_playwright, Playwright
from recognizer.agents.playwright import SyncChallenger


def run(playwright: Playwright):
    browser = playwright.chromium.launch()
    page = browser.new_page()

    challenger = SyncChallenger(page)
    page.goto("https://recaptcha-demo.appspot.com/recaptcha-v2-checkbox-explicit.php")

    challenger.solve_recaptcha()

    browser.close()


with sync_playwright() as playwright:
    run(playwright)
```


### Async Playwright

```py
import asyncio

from playwright.async_api import async_playwright, Playwright
from recognizer.agents.playwright import AsyncChallenger


async def run(playwright: Playwright):
    browser = await playwright.chromium.launch()
    page = await browser.new_page()

    challenger = AsyncChallenger(page)
    await page.goto("https://recaptcha-demo.appspot.com/recaptcha-v2-checkbox-explicit.php")

    await challenger.solve_recaptcha()

    await browser.close()


async def main():
    async with async_playwright() as playwright:
        await run(playwright)


asyncio.run(main())
```
---

## Copyright and License
© [Vinyzu](https://github.com/Vinyzu/)

[GNU GPL](https://choosealicense.com/licenses/gpl-3.0/)

(Commercial Usage is allowed, but source, license and copyright has to made available. reCaptcha Challenger does not provide and Liability or Warranty)

---

## Thanks to

[QIN2DIM](https://github.com/QIN2DIM) (For basic project structure)

---

![Version](https://img.shields.io/badge/reCognizer-v1.4-blue)
![License](https://img.shields.io/badge/License-GNU%20GPL-green)
![Python](https://img.shields.io/badge/Python-v3.x-lightgrey)

[![my-discord](https://img.shields.io/badge/My_Discord-000?style=for-the-badge&logo=google-chat&logoColor=blue)](https://discordapp.com/users/935224495126487150)
[![buy-me-a-coffee](https://img.shields.io/badge/Buy_Me_A_Coffee-000?style=for-the-badge&logo=ko-fi&logoColor=brown)](https://ko-fi.com/vinyzu)

            

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    "description": "# reCognizer v1.4\r\n![Tests & Linting](https://github.com/Vinyzu/recognizer/actions/workflows/ci.yml/badge.svg)\r\n[![](https://img.shields.io/pypi/v/recognizer.svg?color=1182C3)](https://pypi.org/project/recognizer/)\r\n[![Downloads](https://static.pepy.tech/badge/recognizer)](https://pepy.tech/project/recognizer)\r\n\r\n\r\n#### reCognizer is a free-to-use AI based [reCaptcha](https://developers.google.com/recaptcha) Solver. <br> Usable with an easy-to-use API, also available for Async and Sync Playwright. <br> You can pass almost any format into the Challenger, from full-page screenshots, only-captcha images and no-border images to single images in a list.\r\n\r\n#### Note: You Should use an undetected browser engine like [Botright](https://github.com/Vinyzu/Botright) to solve the Captchas consistently. <br>  reCaptcha detects normal Playwright easily and you probably wont get any successful solves despite correct recognitions.\r\n\r\n## Install it from PyPI\r\n\r\n```bash\r\npip install recognizer\r\n```\r\n\r\n---\r\n\r\n## Examples\r\n\r\n### Possible Image Inputs\r\n![Accepted Formats](https://i.ibb.co/nztTD9Z/formats.png)\r\n\r\n### Example Solve Video (Good IP & Botright)\r\nhttps://github.com/Vinyzu/recognizer/assets/50874994/95a713e3-bb46-474b-994f-cb3dacae9279\r\n\r\n---\r\n\r\n## Basic Usage\r\n\r\n```py\r\n# Only for Type-Hints\r\nfrom typing import TypeVar, Sequence, Union\r\nfrom pathlib import Path\r\nfrom os import PathLike\r\n\r\naccepted_image_types = TypeVar(\"accepted_image_types\", Path, Union[PathLike[str], str], bytes, Sequence[Path], Sequence[Union[PathLike[str], str]], Sequence[bytes])\r\n\r\n# Real Code\r\nfrom recognizer import Detector\r\n\r\ndetector = Detector()\r\n\r\ntask_type: str = \"bicycle\"\r\nimages: accepted_image_types = \"recaptcha_image.png\"\r\narea_captcha: bool = False\r\n\r\nresponse, coordinates = detector.detect(task_type, images, area_captcha=area_captcha)\r\n```\r\n\r\n---\r\n\r\n## Playwright Usage\r\n### Sync Playwright\r\n\r\n```py\r\nfrom playwright.sync_api import sync_playwright, Playwright\r\nfrom recognizer.agents.playwright import SyncChallenger\r\n\r\n\r\ndef run(playwright: Playwright):\r\n    browser = playwright.chromium.launch()\r\n    page = browser.new_page()\r\n\r\n    challenger = SyncChallenger(page)\r\n    page.goto(\"https://recaptcha-demo.appspot.com/recaptcha-v2-checkbox-explicit.php\")\r\n\r\n    challenger.solve_recaptcha()\r\n\r\n    browser.close()\r\n\r\n\r\nwith sync_playwright() as playwright:\r\n    run(playwright)\r\n```\r\n\r\n\r\n### Async Playwright\r\n\r\n```py\r\nimport asyncio\r\n\r\nfrom playwright.async_api import async_playwright, Playwright\r\nfrom recognizer.agents.playwright import AsyncChallenger\r\n\r\n\r\nasync def run(playwright: Playwright):\r\n    browser = await playwright.chromium.launch()\r\n    page = await browser.new_page()\r\n\r\n    challenger = AsyncChallenger(page)\r\n    await page.goto(\"https://recaptcha-demo.appspot.com/recaptcha-v2-checkbox-explicit.php\")\r\n\r\n    await challenger.solve_recaptcha()\r\n\r\n    await browser.close()\r\n\r\n\r\nasync def main():\r\n    async with async_playwright() as playwright:\r\n        await run(playwright)\r\n\r\n\r\nasyncio.run(main())\r\n```\r\n---\r\n\r\n## Copyright and License\r\n\u00a9 [Vinyzu](https://github.com/Vinyzu/)\r\n\r\n[GNU GPL](https://choosealicense.com/licenses/gpl-3.0/)\r\n\r\n(Commercial Usage is allowed, but source, license and copyright has to made available. reCaptcha Challenger does not provide and Liability or Warranty)\r\n\r\n---\r\n\r\n## Thanks to\r\n\r\n[QIN2DIM](https://github.com/QIN2DIM) (For basic project structure)\r\n\r\n---\r\n\r\n![Version](https://img.shields.io/badge/reCognizer-v1.4-blue)\r\n![License](https://img.shields.io/badge/License-GNU%20GPL-green)\r\n![Python](https://img.shields.io/badge/Python-v3.x-lightgrey)\r\n\r\n[![my-discord](https://img.shields.io/badge/My_Discord-000?style=for-the-badge&logo=google-chat&logoColor=blue)](https://discordapp.com/users/935224495126487150)\r\n[![buy-me-a-coffee](https://img.shields.io/badge/Buy_Me_A_Coffee-000?style=for-the-badge&logo=ko-fi&logoColor=brown)](https://ko-fi.com/vinyzu)\r\n",
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