<div align="center">
<h1> hCaptcha Challenger</h1>
<p>🚀 Gracefully face hCaptcha challenge with multimodal large language model.</p>
<img src="https://img.shields.io/pypi/v/hcaptcha-challenger?style=flat-square&logo=python&logoColor=white">
<img src="https://img.shields.io/pypi/dw/hcaptcha-challenger?style=flat-square&logo=aiqfome&label=downloads%40PyPI">
<a href="https://github.com/QIN2DIM/hcaptcha-challenger/releases"><img src="https://img.shields.io/github/downloads/QIN2DIM/hcaptcha-challenger/model/total?style=flat-square&logo=github"></a>
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<a href="https://discord.gg/m9ZRBTZvbr"><img alt="Discord" src="https://img.shields.io/discord/978108215499816980?style=social&logo=discord&label=echosec"></a>
<a href = "https://t.me/+Cn-KBOTCaWNmNGNh"><img src="https://img.shields.io/static/v1?style=social&logo=telegram&label=chat&message=studio" ></a>
<br>
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</div>
## 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.
**Documentation:** [English](./docs/README.md) | [简体中文](./docs/README_zh.md) | [Русский 🇷🇺](./docs/README_ru.md) | [Tiếng Việt](./docs/README_vi.md) 🙌
## What's features
| Challenge Type | Pluggable Resource | Agent Capability |
| --------------------------------------- | ------------------------------------------------------------ | ---------------- |
| `image_label_binary` | ResNet ONNX classification [#220401](https://github.com/QIN2DIM/hcaptcha-challenger/issues?q=label%3A%22%F0%9F%94%A5+challenge%22+) | ✅ |
| `image_label_area_select: point` | YOLOv8 ONNX detection [#230826](https://github.com/QIN2DIM/hcaptcha-challenger/issues/588) | ✅ |
| `image_label_area_select: bounding box` | YOLOv8 ONNX segmentation [#230828](https://github.com/QIN2DIM/hcaptcha-challenger/issues/592) | - |
| `image_label_multiple_choice` | ViT ONNX zero-shot motion [#231109](https://github.com/QIN2DIM/hcaptcha-challenger/issues/917) | - |
| `image_drag_drop` | Spatial Chain-of-Thought [#250401](https://github.com/QIN2DIM/hcaptcha-challenger/issues/995) | ✅ |
| Advanced Task | Pluggable Resource |
| --------------------------- | ------------------------------------------------------------ |
| `Rank.Strategy` | nested-model-zoo [#231006](https://github.com/QIN2DIM/hcaptcha-challenger/issues/797) |
| `self-supervised challenge` | CLIP-ViT [#231022](https://github.com/QIN2DIM/hcaptcha-challenger/issues/858) |
| `Agentic Workflow` | AIOps Multimodal Large language model [#250331](https://github.com/QIN2DIM/hcaptcha-challenger/pull/980) |
## Workflow
| Tasks | Resource |
| ----------------------------- | ------------------------------------------------------------ |
| `ci: sentinel` | [](https://github.com/QIN2DIM/hcaptcha-challenger/actions/workflows/sentinel.yaml) |
| `ci: collector` | [](https://github.com/QIN2DIM/hcaptcha-challenger/actions/workflows/collector.yaml) |
| `datasets: VCS, annoate` | [#roboflow](https://app.roboflow.com/), [#model-factory](https://github.com/beiyuouo/hcaptcha-model-factory) |
| `model: ResNet - train / val` | [](https://colab.research.google.com/github/captcha-challenger/hcaptcha-model-factory/blob/main/automation/roboflow_resnet.ipynb) |
| `model: YOLOv8 - train / val` | [](https://colab.research.google.com/github/QIN2DIM/hcaptcha-challenger/blob/main/automation/roboflow_yolov8.ipynb) |
| `model: upload, upgrade` | [#objects](https://github.com/QIN2DIM/hcaptcha-challenger/tree/main/src), [#modelhub](https://github.com/QIN2DIM/hcaptcha-challenger/releases/tag/model) |
| `datasets: public, archive` | [#roboflow-universe](https://universe.roboflow.com/qin2dim/), [#captcha-datasets](https://github.com/captcha-challenger/hcaptcha-whistleblower) |
## Contributors
I would like to express my sincere gratitude to all the contributors.
[](https://github.com/QIN2DIM/hcaptcha-challenger/graphs/contributors)
## What's next
- [Dislock](https://github.com/Vinyzu/DiscordGenerator), the most advanced Discord Browser Generator. Powered by hCaptcha Solving AI.
- [undetected-playwright](https://github.com/QIN2DIM/undetected-playwright), stash the fingerprint of playwright-based web agents.
- [epic-awesome-gamer](https://github.com/QIN2DIM/epic-awesome-gamer), gracefully claim weekly free games from Epic Store.
## Reference
- [Microsoft/playwright-python](https://github.com/microsoft/playwright-python)
- [Anthropic/MCP](https://github.com/modelcontextprotocol)
- [Google/A2A](https://github.com/google/A2A)
- [Google/Gemini](https://ai.google.dev/gemini-api/docs/models#gemini-2.5-pro-preview-03-25)
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