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🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Home Page: https://docs.captchax.top/

License: GNU General Public License v3.0

Python 97.76% HTML 0.33% Jupyter Notebook 1.92%

yolov5 hcaptcha opencv-python onnx-models hcaptcha-solver solver onnx yolo onnxruntime playwright

hcaptcha-challenger's Introduction

hCaptcha Challenger

🚀 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Introduction

Does not rely on any Tampermonkey script.

Does not use any third-party anti-captcha services.

Just implement some interfaces to make AI vs AI possible.

What's features

Challenge Type	Pluggable Resource
`image_label_binary`	ResNet ONNX classification #challenge
`image_label_area_select: point`	YOLOv8 ONNX detection #588
`image_label_area_select: bounding box`	YOLOv8 ONNX segmentation #592
`image_label_multiple_choice`	ViT ONNX zero-shot motion #917

Advanced Task	Pluggable Resource
`Rank.Strategy`	#nested-model-zoo
`self-supervised challenge`	#CLIP-ViT

Workflow

Tasks	Resource
`ci: sentinel`
`ci: collector`
`datasets: VCS, annoate`	#roboflow, #model-factory
`model: ResNet - train / val`
`model: YOLOv8 - train / val`
`model: upload, upgrade`	#objects, #modelhub
`datasets: public, archive`	#roboflow-universe, #captcha-datasets

Contributors

I would like to express my sincere gratitude to all the contributors.

What's next

Dislock, the most advanced Discord Browser Generator. Powered by hCaptcha Solving AI.
undetected-playwright, stash the fingerprint of playwright-based web agents.
epic-awesome-gamer, gracefully claim weekly free games from Epic Store.

Reference

microsoft/playwright-python
ultrafunkamsterdam/undetected-chromedriver
hCaptcha challenge template site @maximedrn

hcaptcha-challenger's People

Contributors

Stargazers

Watchers

Forkers

andrewandrea huaerxiela stealdivinepower freespace8 kingking888 pythonwebspider chenpython leiyugithub qianyin123 dddddz albert-tt coderlipei xiaoweigege onegithuber yaoydong visual13ster n0thing2speak flechazoph 0xm0nk dgbkn oreoscafe golddust69 jifeilong9 burakkrmn xbytez5636 bywjge wynxc luopeixiong yuri2 wangjingyu001 idforhyit jonchun yeshenshuijiao xiaoran-xr kblaszczyk1 fmcpe geteshi api44 shopconan yuiiuy kewka berhasilsemua83 raivaldy01 shah77pc feilongluo mevrover yat1ma-garage notsapinho hajajehamid ipoon mortonpnz quarima rt-8 shahzain345 zeeker999 o0freak0o vexchess jvaraujos cuiqiaozhi egida artistrazh renalio 00-00-00-11 adhithyabala mrakox ijnrghjkdsmigywneig203 davidelectricfree colin6618 nashlea gamegrd watch-later sneedgers toffee24 674965171 clannadzsy xmas25 optjust georgejzzz mrzsy fergusj gfarrel beiyuouo zixing131 ken2190 ajhd98h1289dh1289dyh1289dh1298d21d vibesnopro seralydotnet 5l1v3r1 huangweiboy2 xwangkai monkeyfx hasnain-khan1 vel0c1ty22 togq prabhnoorhunmain d4yno monjurkuet goodwillchase quocnd1704 monirul399

hcaptcha-challenger's Issues

[Question] No module named `webdriver_manager.utils`

hello there,
I just tried to use this, but got the following error messages
Is there any idea to solve this?
Thanks.

Traceback (most recent call last): File "main.py", line 8, in <module> from services.scaffold import Scaffold File "D:\PycharmProjects\pythonProject\hcaptcha-challenger-main\src\services\scaffold.py", line 8, in <module> from apis.scaffold import install, challenge File "D:\PycharmProjects\pythonProject\hcaptcha-challenger-main\src\apis\scaffold\install.py", line 11, in <module> from webdriver_manager.utils import get_browser_version_from_os ModuleNotFoundError: No module named 'webdriver_manager.utils'

[Question] Aiohttp ConnectionResetError

But i have this error all time
Thanks for all

I try use this command :

>python main.py demo --lang=en


2022-05-02 13:17:54 | INFO - Starting demo project...
2022-05-02 13:17:54 | DEBUG - 🎮 Activate challenger context
2022-05-02 13:17:57 | DEBUG - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-05-02 13:17:58 | DEBUG - >> Challenge [ArmorCaptcha] Get label - label=「airplane」
Task exception was never retrieved
future: <Task finished name='Task-5' coro=<AshFramework.launcher() done, defined at C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\utils\accelerator\core.py:49> exception=ClientConnectorError(ConnectionKey(host='imgs.hcaptcha.com', port=443, is_ssl=True, ssl=None, proxy=None, proxy_auth=None, proxy_headers_hash=None), ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None))>
Traceback (most recent call last):
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 986, in _wrap_create_connection
    return await self._loop.create_connection(*args, **kwargs)  # type: ignore[return-value]  # noqa
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\base_events.py", line 1090, in create_connection
    transport, protocol = await self._create_connection_transport(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\base_events.py", line 1120, in _create_connection_transport
    await waiter
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\selector_events.py", line 853, in _read_ready__data_received
    data = self._sock.recv(self.max_size)
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\utils\accelerator\core.py", line 53, in launcher
    await self.control_driver(context, session=session)
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\hcaptcha_challenger\core.py", line 272, in control_driver
    async with session.get(url) as response:
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\client.py", line 1138, in __aenter__
    self._resp = await self._coro
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\client.py", line 535, in _request
    conn = await self._connector.connect(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 542, in connect
    proto = await self._create_connection(req, traces, timeout)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 907, in _create_connection
    _, proto = await self._create_direct_connection(req, traces, timeout)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 1206, in _create_direct_connection
    raise last_exc
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 1175, in _create_direct_connection
    transp, proto = await self._wrap_create_connection(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 992, in _wrap_create_connection
    raise client_error(req.connection_key, exc) from exc
aiohttp.client_exceptions.ClientConnectorError: Cannot connect to host imgs.hcaptcha.com:443 ssl:default [An existing connection was forcibly closed by the remote host]
Task exception was never retrieved
future: <Task finished name='Task-3' coro=<AshFramework.launcher() done, defined at C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\utils\accelerator\core.py:49> exception=ClientConnectorError(ConnectionKey(host='imgs.hcaptcha.com', port=443, is_ssl=True, ssl=None, proxy=None, proxy_auth=None, proxy_headers_hash=None), ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None))>
Traceback (most recent call last):
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 986, in _wrap_create_connection
    return await self._loop.create_connection(*args, **kwargs)  # type: ignore[return-value]  # noqa
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\base_events.py", line 1090, in create_connection
    transport, protocol = await self._create_connection_transport(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\base_events.py", line 1120, in _create_connection_transport
    await waiter
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\asyncio\selector_events.py", line 853, in _read_ready__data_received
    data = self._sock.recv(self.max_size)
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\utils\accelerator\core.py", line 53, in launcher
    await self.control_driver(context, session=session)
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\hcaptcha_challenger\core.py", line 272, in control_driver
    async with session.get(url) as response:
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\client.py", line 1138, in __aenter__
    self._resp = await self._coro
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\client.py", line 535, in _request
    conn = await self._connector.connect(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 542, in connect
    proto = await self._create_connection(req, traces, timeout)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 907, in _create_connection
    _, proto = await self._create_direct_connection(req, traces, timeout)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 1206, in _create_direct_connection
    raise last_exc
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 1175, in _create_direct_connection
    transp, proto = await self._wrap_create_connection(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\aiohttp\connector.py", line 992, in _wrap_create_connection
    raise client_error(req.connection_key, exc) from exc
aiohttp.client_exceptions.ClientConnectorError: Cannot connect to host imgs.hcaptcha.com:443 ssl:default [An existing connection was forcibly closed by the remote host]
2022-05-02 13:17:59 | DEBUG - >> Challenge [ArmorCaptcha] Download the challenge image
[EXIT] Press any key to exit...
2022-05-02 13:18:00 | ERROR - An error has been caught in function 'demo', process 'MainProcess' (1384), thread 'MainThread' (8236):
Traceback (most recent call last):
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\main.py", line 11, in <module>
    Fire(Scaffold)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 141, in Fire
    component_trace = _Fire(component, args, parsed_flag_args, context, name)
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 466, in _Fire
    component, remaining_args = _CallAndUpdateTrace(
  File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 681, in _CallAndUpdateTrace
    component = fn(*varargs, **kwargs)
> File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\scaffold.py", line 54, in demo
    challenge.runner(
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\apis\scaffold\challenge.py", line 50, in runner
    resp = challenger.anti_hcaptcha(ctx, dir_model=DIR_MODEL, onnx_prefix=onnx_prefix)
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\hcaptcha_challenger\core.py", line 503, in anti_hcaptcha
    self.challenge(ctx, model=model)
  File "C:\Users\Administrator\Desktop\hcaptcha2\hcaptcha-challenger\src\services\hcaptcha_challenger\core.py", line 320, in challenge
    with open(img_filepath, "rb") as file:
FileNotFoundError: [Errno 2] No such file or directory: 'C:\\Users\\Administrator\\Desktop\\hcaptcha2\\hcaptcha-challenger\\src\\database\\temp_cache\\_challenge\\1651493879_aeroplane\\Challenge Image 2.png'

feat(add): New challenge `Please select all the horses drawn with flowers`

Hello, is it possible to create new solution of this new challenge? sitekey=4c672d35-0701-42b2-88c3-78380b0db560

demo: Please select all the horses drawn with flowers

[Question] About the model training code

This project is really useful, I want to retrain this yolov5 model to apply to my scenario, and I would be really appreciated it if you could publish your yolov5 training code.

[Question] does discord flag it?

is discord flagging this program? cheers

[Question] only integer scalar arrays can be converted to a scalar index

Hello, I have exception on yolo.py line: 185 return [str(self.classes[class_ids[i]]) for i in indices]

only integer scalar arrays can be converted to a scalar index

How to fix it?

[Question] Airplane flying left

Discord added new type of captchas. Any solutions how to solve it?

[Question] no /src directory in archived releases

[Question] Is it possible to integrate into own project

I am unable to find a way to integrate this into my own project using the module.
Is there any more detailed documentation?
Or could you help me out?

[Invalid] Integrating to own code

Brief description

Related logger

Integrating to own code

I've looked through the whole READ.MD and other stuff, I still cannot find a way to integrate it to my own code.

我readme.妈的已经看完了。但是还是没有告诉我怎么样才能弄到自己的代码里。大佬，需要指导

feat(add): Handle `airplanes in the sky that are flying to the right`

Introduction

Use the rainbow table to memorize the model's historical output, dramatically improving the model's speed in processing repeated images.

Demo

[Invalid] KeyError

Hi, I got a issue at line "model.solution(img_stream=data, label=self.label_alias[self.label])". It raised a exception with args is "KeyError:'train'". What is it mean ?

[Question] Is it possible to implement this into a script that has captcha on requests?

I have a script that sends requests and I was wondering if there's a simple way to complete the captcha through the request instead of webdriver?

feat(add): Handle challenge `seaplane` gracefully.

Usage

You can get the new feature by running the following command, btw you need to keep an eye on the update status of rainbow.yaml, and you can use install to update this module.

# hcaptcha-challenge/src
python3 main.py install

Linked pull requests

@beiyuouo 5cc6877

Demo

How to use hcaptcha-model-factory

If you can write few lines how to train a model for this project would be great.

🥵 lol challenge

Perhaps the hcaptcha development team has been working on a blueprint for the next generation of human-machine challenges for some time, but either way, the current boring cat-and-mouse game will only make it more difficult for human visitors and won't do anything for the "smart" robot visitors.

This is actually very boring and even unchallenging.🥵

[Question] TypeError: argument of type 'NoneType' is not iterable

Hey,
So i want to use this in my project, but, it's instantly close, it can be on my project or the demo

I got that;

I have python 3.7.8 and google chrome, i don't know why it crash, any idea?

[Question] Add handling for seaplane

Hello, love your work. I've just ran into the following issue though:

When a seaplane is displayed the label returns None so it doesn't solve. If adding seaplane to the recognition is too time consuming or tricky, perhaps you could handle this by refreshing the capture window instead to get a new image?

I tried to grab images but it looks like only completed captchas are stored in temp_cache

feat(yanked): pypi release

We will release the heterogeneous scaffolding in v1.0 and upload the project package to pypi platform, then players can use pip to install and use hcaptcha-challenger.

But before that, we will absorb as many suggestions from players as possible, and we will also re-standardize the model of the scaffolding interface so that it can be called in various suitable occasions.

You can leave a message in the Discussions.

[Question] Support captcha_rqdata param?

Hey that AI solver support rqdata (hcaptcha enterprise) param? For example Discord giving it in that form:

{
   "captcha_key":[
      "You need to update your app to join this server."
   ],
   "captcha_sitekey":"a9b5fb07-92ff-493f-86fe-352a2803b3df",
   "captcha_service":"hcaptcha",
   "captcha_rqdata":"0Ji4wdKunnOywUKq5nv3KMJ6tqGH9wcWBl0Q0VM8VuvRIqcKk+SwA9vHPPUCePb/PUWD2YIDU/uucUImTNwL48p1YTzzdwTQXN9jg4pJ0e43EqFGSPC1KTdXS3oIu0sY6OBcxZft05er3eqeSSfUNfMZYeo8KIcOUcM7HX6r",
   "captcha_rqtoken":"IlpxMis0ZlNHdEJ3ZEZ4bUU4dFo4L3UwUFBQc1JhM1hoTUlDTTcxcGtaZkUxUU5XRzNEblZuL2ZwQ01mNjVRSExORVZxRVE9PXozeW1XYzhaQVBQV3g4dkci.Yk3_qw.t18rr3DCRCYfvQKxRlu73vrTQM8"
}

Best Regards

[Question] Error yolov5s6.onnx in function 'cv::dnn::dnn4_v20211220::ONNXImporter::ONNXImporter'

I'm facing the following problem when executing the code on another computer that I have, the error in which it was recorded in the logs is below

2022-06-06 22:47:58.433 | ERROR    | services.scaffold:demo:54 - An error has been caught in function 'demo', process 'MainProcess' (6140), thread 'MainThread' (10772):
Traceback (most recent call last):
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\main.py", line 24, in <module>
    Scaffold.demo()
> File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\services\scaffold.py", line 54, in demo
    challenge.runner(
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\apis\scaffold\challenge.py", line 77, in runner
    resp = challenger.anti_hcaptcha(ctx, dir_model=DIR_MODEL, onnx_prefix=onnx_prefix)
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\services\hcaptcha_challenger\core.py", line 505, in anti_hcaptcha
    self.challenge(ctx, model=model)
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\services\hcaptcha_challenger\core.py", line 327, in challenge
    result = model.solution(img_stream=data, label=self.label_alias[self.label])
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\services\hcaptcha_challenger\solutions\yolo.py", line 179, in solution
    labels = self.detect_common_objects(img_stream, confidence, nms_thresh)
  File "C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\services\hcaptcha_challenger\solutions\yolo.py", line 145, in detect_common_objects
    net = cv2.dnn.readNetFromONNX(self.onnx_model["path"])
cv2.error: OpenCV(4.5.5) D:\a\opencv-python\opencv-python\opencv\modules\dnn\src\onnx\onnx_importer.cpp:194: error: (-5:Bad argument) Can't read ONNX file: C:\Users\JUNIOR\Desktop\Divulgação\Nova pasta\Account Creator v3\src\model\yolov5s6.onnx in function 'cv::dnn::dnn4_v20211220::ONNXImporter::ONNXImporter'

[Question] `seaplane` challenge | EN |

2022-03-22 03:55:45 | DEBUG - >> Challenge [ArmorCaptcha] Avoiding the unmanageable challenge - label=seaplane

hCaptcha updated new images "seaplane" how can I manually add this?

feat(add): Handle `airplane in the sky flying left` challenge with SK-IMAGE solution

Introduction

Usage

You can run the demo project associated with the solution by running the following command:

# hcaptcha-challenge/src
python3 main.py demo_v3

Linked pull requests

@beiyuouo 30ae391

Demo

[Question] How to use `hcaptcha-challenger` in my own projects

[Question] How to use this with selenium-python on my current page?

How to use this with selenium-python on my current page?

feat(add): Reinforcement of memory | Rainbow Table

Introduction

Use the rainbow table to memorize the model's historical output, dramatically improving the model's speed in processing repeated images.

Demo

[Question] Allow to change Language

It doesnt work when changing chrome language to english
and changing get_labels to return label in english
But the image classifier just takes chinese

feat(add): Happy Hunger Games! | airplane_with_watermark

Linked pull requests

@beiyuouo #45

Demo

-> target sitekey

[Question] Where does the HCaptcha Result key come out after it solves?

I am wondering where the Result after captcha is solved through browser comes to, because I could not find anywhere it doesnt print it or anything. Please help me understand where I get the HCaptcha Result from

[Question] RuntimeError: This event loop is already running

anti-checkbox works fine, scaffold.demo and test doesnt work either, only clicks on checkbox, detects target object and done
following error occured:

checked all dependencies, tried everything, but code-comments in chinese is too hard for me :( better learn it by now

feat(add): `i18n` challenge | en

Last modified time

2022-03-08 06:30

Prompt message

<!--truck-->
Please click each image containing a truck
<!--boat-->
Please click each image containing a boat
<!--bicycle-->
Please click each image containing a bicycle
<!--train-->
Please click each image containing a train
<!--seaplane-->
Please click each image containing a seaplane
<!--aeroplane-->
Please click each image containing an airplane
<!--bus-->
Please click each image containing a motorbus
<!--motorbike-->
Please click each image containing a motorcycle
<!--vertical river-->
Please click each image containing a vertical river
<!--airplane in the sky flying left-->
Please click each image containing an airplane in the sky flying left

Label alias

label_alias = {
    "airplane": "aeroplane",
    "аirplane": "aeroplane",
    "motorbus": "bus",
    "mοtorbus": "bus",
    "truck": "truck",
    "truсk": "truck",
    "motorcycle": "motorbike",
    "boat": "boat",
    "bicycle": "bicycle",
    "train": "train",
    "vertical river": "vertical river",
    "airplane in the sky flying left": "airplane in the sky flying left",
}

Split function

labels_mirror = {
    "en": re.split(r"containing a", label_obj.text)[-1][1:].strip(),
}
label = labels_mirror[langName]

feat(add): Handle challenge `Please select all the elephants drawn with lеaves`

Usage

You can get the new feature by running the following command, btw you need to keep an eye on the update status of rainbow.yaml, and you can use install to update this module.

# hcaptcha-challenge/src
python3 main.py install

Linked pull requests

@beiyuouo #37

Demo

Not solving captchas

The code was working correctly for more than 4 days but now in the night period the same, it is no longer solving the captchas. It is loading everything in the right way but it is not selecting any image to try to solve it right after it resets the page and tries again and stays in this loop

2022-06-03 21:13:51.793 | DEBUG    | services.utils.toolbox.toolbox:get_challenge_ctx:93 - 🎮 Activate challenger context
2022-06-03 21:13:56.835 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-03 21:14:04.361 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-03 21:14:12.371 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-03 21:14:21.169 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-03 21:14:31.590 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-03 21:14:55.450 | DEBUG    | services.utils.toolbox.toolbox:get_challenge_ctx:93 - 🎮 Activate challenger context

[Question] About the `next step`

Recently I have received many letters from developers. I apologize in advance for not responding in time.

💖 So here is a unified reply

I'd like to talk about my initial reason for doing this project. As you have seen in the wiki documentation, the project's scaffold interface is named demo. Yes, I started out to build a shelf to demonstrate this solution, with the fundamental goal of providing a more visual way to demonstrate its speed and pass rate. However, it is clear that people are more concerned about whether they can obtain effective TOKEN after solving the hCaptcha challenge. Or how to embed this solution in 「my」project.

I honestly didn't expect so many people to follow this project, so obviously the portability of this project is very poor at the moment, especially across development languages.

If you've been following my recent work, you'll see that I've been using hcapotcha-challegner in the epic-awesome-gamer to handle hCaptcha, and it works perfectly on all major operating systems. So I can understand how developers in various fields need a solution to handle the human-machine challenge.Especially the open source free:)

TL;DR

so, about the next step. I will continue to refactor this project until it meets the needs of some Python developers. Then, I hope it can be ported to various technology stacks.

As of now, the barrier to entry is extremely high for developers not familiar with python or automation testing (selenium). So I also intend to be requirements-oriented and adapt the technical model of this project so that it can be called in a simpler way.

Finally. My ability is limited, so please correct me if there are any errors or omissions in communication or development.

Have fun~🕶

feat(pending): New `vertical river` challenge

Hi!

I have noticed some additional River images in recent days, and the solution is providing false positives.

I have attached a ZIP with some examples. The images in the attached ZIP are being identified as 'vertical' when they are in fact, not.

Thanks for this project!

river_false_positives.zip

[Question] Challenger is crashing when hcaptcha solves instantly

I found where exception occurs (\services\hcaptcha_challenger\core.py)

I tried to call the challenge_success function or just return CHALLENGE_SUCCESS but it didn't work for me. What do I need to do? maybe change the exception itself ChallengePassed?

feat(add): `motion data` | Bézier Mimic Tear

[Question] error occured after downloaded the challenge image

Traceback (most recent call last):
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\main.py", line 11, in <module>
    Fire(Scaffold)
  File "C:\Users\GIGABYTE\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 141, in Fire
    component_trace = _Fire(component, args, parsed_flag_args, context, name)
  File "C:\Users\GIGABYTE\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 466, in _Fire
    component, remaining_args = _CallAndUpdateTrace(
  File "C:\Users\GIGABYTE\AppData\Local\Programs\Python\Python39\lib\site-packages\fire\core.py", line 681, in _CallAndUpdateTrace
    component = fn(*varargs, **kwargs)
> File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\services\scaffold.py", line 54, in demo
    challenge.runner(
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\apis\scaffold\challenge.py", line 49, in runner
    resp = challenger.anti_hcaptcha(ctx, dir_model=DIR_MODEL, onnx_prefix=onnx_prefix)
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\services\hcaptcha_challenger\core.py", line 505, in anti_hcaptcha
    self.challenge(ctx, model=model)
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\services\hcaptcha_challenger\core.py", line 327, in challenge
    result = model.solution(img_stream=data, label=self.label_alias[self.label])
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\services\hcaptcha_challenger\solutions\yolo.py", line
 190, in solution
    labels = self.detect_common_objects(img, confidence, nms_thresh)
  File "C:\Users\GIGABYTE\Desktop\py1\hcaptcha-challenger-main\src\services\hcaptcha_challenger\solutions\yolo.py", line
 144, in detect_common_objects
    net = cv2.dnn.readNetFromONNX(self.onnx_model["path"])
cv2.error: OpenCV(4.4.0) D:\Build\OpenCV\opencv-4.4.0\modules\dnn\src\onnx\onnx_importer.cpp:1410: error: (-2:Unspecified error) in function 'void __cdecl cv::dnn::dnn4_v20200609::ONNXImporter::populateNet(class cv::dnn::dnn4_v20200609::Net)'
>  (expected: 'shapes.depth() == CV_32S'), where
>     'shapes.depth()' is 5 (CV_32FC1)
> must be equal to
>     'CV_32S' is 4 (CV_32SC1)

how to solve it?

[Invalid] Set `ChromeOptions()` | proxy

Hey ,
So will there come a proxy option so that you can run the driver with a attachet proxy?

[Invalid] Challenge error

[Question] Can you add living room to the model training code?

Challenger not working with captchas where you need to choose living room.
Could you please add living room to the model training code?

feat(add): pypi release

We will release the heterogeneous scaffolding in v1.0 and upload the project package to pypi platform, then players can use pip to install and use hcaptcha-challenger.

[Question] Got "attempt to get argmax of an empty sequence" when solving on discord

Traceback

Traceback (most recent call last):
  File "E:\hcaptcha\services\hcaptcha_challenger\core.py", line 507, in anti_hcaptcha        
    self.challenge(ctx, model=model)
  File "E:\hcaptcha\services\hcaptcha_challenger\core.py", line 327, in challenge
    result = model.solution(img_stream=data, label=self.label_alias[self.label])
  File "E:\hcaptcha\services\hcaptcha_challenger\solutions\yolo.py", line 190, in solution   
    labels = self.detect_common_objects(img, confidence, nms_thresh)
  File "E:\hcaptcha\services\hcaptcha_challenger\solutions\yolo.py", line 157, in detect_common_objects
    class_id = np.argmax(scores)
  File "<__array_function__ internals>", line 180, in argmax
  File "C:\Users\Four\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\fromnumeric.py", line 1216, in argmax
    return _wrapfunc(a, 'argmax', axis=axis, out=out, **kwds)
  File "C:\Users\Four\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\fromnumeric.py", line 57, in _wrapfunc
    return bound(*args, **kwds)
ValueError: attempt to get argmax of an empty sequence

Can you tell me what is that mean ?

[Question]Selenium

Hi 你好，想问一下如果我想把你的hcaptcha-challenger放进我的selenium的script的话，我该怎么样做？因为我试了放那个challenge.py进去但是一到hcaptcha出现的那一页好像没在solve那个hcaptcha

[Question] platform check

这里好像判断有点问题？

ref: https://docs.python.org/3.10/library/sys.html#sys.platform

if sys.platform.startswith('win') or 'cygwin' in sys.platform:

feat(rip): Handle challenge `Extraterrestrial creatures`

Welcome to the Earth 🎃

RunningPlane 🐱‍🏍

Starscream 🛸

Meowman 🐱

feat(preview): `i18n` challenger

Preview

I will support the i18n challenge in the next release. But each language has a different dependency syntax, and I wish more players would get involved.

The main work consisted in writing the split function and the label_alias dictionary. #2

It is worth mentioning that i18n is a pseudo requirement in this project. Opening a challenge in either language does not affect the workflow of the program. Even in some languages the dependency syntax is so complex that challenge labels cannot be separated in an elegant way. This feature is only for players to better understand the execution logic of the project, otherwise you can just start the project with the default zh.

Issue Template

You can submit an issue using the template by clicking 「New issue」.
You can see the use cases we wrote. #14

Just do it

You can launch the specified type of challenge by visiting the following link directly.

feat(add): Happy Hunger Games! | train_with_watermark

feat(add): Handle `vertical river` challenge with SK-IMAGE solution

Introduction

Usage

You can run the demo project associated with the solution by running the following command:

# hcaptcha-challenge/src
python3 main.py demo_v2

Linked pull requests

@beiyuouo fe8bafe

Demo

[Question] AttributeError: has no attribute 'YOLOAirplane'

When running the project today I come across the following error in the logs. Previously it was solving all captchas correctly but now all it does is return the following error and it doesn't solve anything

2022-06-05 13:47:10.452 | DEBUG    | services.utils.toolbox.toolbox:get_challenge_ctx:93 - 🎮 Activate challenger context
2022-06-05 13:47:15.540 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Handle hCaptcha checkbox
2022-06-05 13:47:18.788 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Get label - label=「飞机」
2022-06-05 13:47:22.069 | DEBUG    | services.hcaptcha_challenger.core:log:143 - >> Challenge [ArmorCaptcha] Download the challenge image
2022-06-05 13:47:25.670 | ERROR    | services.scaffold:demo:54 - An error has been caught in function 'demo', process 'MainProcess' (25436), thread 'MainThread' (8040):
Traceback (most recent call last):
  File "C:\Users\felip\Desktop\Account Creator v3\src\main.py", line 24, in <module>
    Scaffold.demo()
> File "C:\Users\felip\Desktop\Account Creator v3\src\services\scaffold.py", line 54, in demo
    challenge.runner(
  File "C:\Users\felip\Desktop\Account Creator v3\src\apis\scaffold\challenge.py", line 77, in runner
    resp = challenger.anti_hcaptcha(ctx, dir_model=DIR_MODEL, onnx_prefix=onnx_prefix)
  File "C:\Users\felip\Desktop\Account Creator v3\src\services\hcaptcha_challenger\core.py", line 502, in anti_hcaptcha
    model = self.switch_solution(dir_model, onnx_prefix)
  File "C:\Users\felip\Desktop\Account Creator v3\src\services\hcaptcha_challenger\core.py", line 206, in switch_solution
    return yolo.YOLOAirplane(dir_model, onnx_prefix, path_rainbow=PATH_RAINBOW)
AttributeError: module 'services.hcaptcha_challenger.solutions.yolo' has no attribute 'YOLOAirplane'
2022-06-05 13:47:27.085 | DEBUG    | services.utils.toolbox.toolbox:get_challenge_ctx:93 - 🎮 Activate challenger context

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