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- ---
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- license: other
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- license_name: mixed-per-plugin-licences
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- tags:
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- - captcha
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- - ocr
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- - minecraft
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- - anti-bot
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- - synthetic
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- language:
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- - en
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- - ru
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- ---
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-
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- # CaptchaOCR dataset — captchas of Minecraft anti-bot plugins, rendered
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-
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- **46 captcha types · 4600 labelled PNG · 23 upstream plugins · 43.6 МБ**
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-
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- This repository holds the images and the labels of the CaptchaOCR captcha dataset: the
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- captchas that open-source Minecraft anti-bot plugins draw, re-rendered by **this project's own
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- generators**, with a machine-readable label for every image.
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-
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- **Every PNG here is our own render** — 4600 images drawn by our Java generators.
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- No picture, page or answer taken from a third-party service is published here; the reference
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- screenshots of the upstream plugins stay in the project's working tree.
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-
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- The dataset is published as **plain files** (PNG + `labels.jsonl`), not as a loading script:
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- every sample is a PNG next to a one-line JSON record, so any training loop can read it
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- without `datasets`, without a network round-trip and without trusting remote code.
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-
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- ## What these captchas look like
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-
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- Real frames from this dataset — one per style. The caption gives the type and the **gold answer**
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- from `labels.jsonl` (what the player has to type). Paths are relative to the root of this
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- repository.
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-
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- | | | |
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- |---|---|---|
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- | ![Map captcha](data/out/haq/mapcha/map/001.png) | ![Web captcha](data/out_ru/GalleryCaptcha/ru-web/001.png) | ![Cyrillic symbols](data/out_ru/LimboFilter/symbols/001.png) |
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- | `haq/mapcha/map` — 128×128 Minecraft map, 4 Latin characters · answer `s8TO` | `GalleryCaptcha/ru-web` — 150×90 web-style captcha, white background · answer `DpZ7D` | `LimboFilter/symbols` — 128×128, dark background, 3 Cyrillic characters · answer `ЪМИ` |
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- | ![Puzzle frame](data/out_ru/LimboFilter/framed2x2/001.png) | ![GUI scene](data/out/LagBug/XProtect/gui/001.png) | ![Digits in an anvil GUI](data/out/n1zamu/NCaptcha/anvil/001.png) |
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- | `LimboFilter/framed2x2` — 256×256, 2×2 puzzle frame, the number spelled out in words · answer `638` | `LagBug/XProtect/gui` — 380×260 GUI scene (chat log + inventory) · answer `Glowstone` | `n1zamu/NCaptcha/anvil` — 420×150 anvil GUI, digits · answer `28612` |
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-
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- Every picture above is a render of this project's own generators — see
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- *Provenance and honesty* below.
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-
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- ## What is inside
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-
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- | | |
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- |---|---|
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- | типов (captcha types) | **46** |
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- | размеченных сэмплов | **4600** |
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- | PNG-файлов | **4600** |
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- | плагинов-источников | **23** |
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- | деревьев | 2 |
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- | суммарный размер | 43.6 МБ (45688077 Б) |
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- | типов с полосой (`roi`) | 29 (строк с полосой: 2899, без: 1701) |
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- | типов, где `text != answer` | 9 |
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- | режимов реконструкции | faithful 25 · clean-room 16 · reconstructed 5 |
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- | размер объединённого алфавита | 129 символов |
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-
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- ### Раскладка
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-
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- One layout, mirroring the generator's output tree:
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-
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- ```
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- data/<tree>/<...>/<type>/<file>
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- ```
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-
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- Concretely, the local generator tree `dataset` is uploaded as-is under `data/`:
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-
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- * `data/<tree>/<...>/<type>/NNN.png` — the images,
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- * `data/<tree>/<...>/<type>/labels.jsonl` — the labels of that type,
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- * `README.md` — this card,
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- * `dataset_inventory.json` — the machine-readable summary of everything below.
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-
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- | дерево | типов | PNG | байт |
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- |---|---|---|---|
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- | `out` | 34 | 3400 | 33.2 МБ |
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- | `out_ru` | 12 | 1200 | 10.3 МБ |
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-
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- ## The label format
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-
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- One JSON object per line, one line per image, UTF-8:
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-
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- | поле | смысл |
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- |---|---|
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- | `file` | имя PNG в этом же каталоге (`001.png` …) |
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- | `plugin` | плагин-источник |
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- | `captcha` | тип капчи внутри плагина |
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- | `answer` | что игрок вводит в поле ответа |
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- | `text` | что **нарисовано** на картинке (в части типов отличается от `answer`) |
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- | `prompt` | текст задания, как его показывает плагин |
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- | `roi` | полоса с ответом `[x, y, w, h]` или `null`, если ответа в кадре нет |
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- | `width`, `height` | размер PNG |
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- | `source` | откуда взялся тип: класс и метод апстрима (`file#method`) — аудит-тропа |
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-
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- **`text` — это цель для распознавателя, `answer` — это ответ для solver'а.** В типах, где
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- они различаются (русские числительные, арифметика), преобразование `text -> answer` — отдельный
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- шаг, а не задача OCR.
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-
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- **Правило полосы:** полоса, которая не помещается в кадр, — это не полоса; в этом случае `roi` = `null`.
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-
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- ## The types
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-
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- | тип | дерево | PNG | с полосой | алфавит | длина text (мин/мед/макс) | уник. ответов | лицензия |
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- |---|---|---|---|---|---|---|---|
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- | `out/Archy-X/Krypton/map` | out | 100 | 100/100 | латиница (62) | 5/5/5 | 100 | no licence (all rights reserved) |
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- | `out/Archy-X/Krypton/menu` | out | 100 | 0/100 | латиница+знаки (25) | 3/10/18 | 51 | no licence (all rights reserved) |
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- | `out/China2B2T/Captcha/wool` | out | 100 | 0/100 | латиница+знаки (7) | 9/9/9 | 1 | GPL-3.0 |
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- | `out/FeelingAlive0/AdvancedCaptcha/button` | out | 100 | 100/100 | латиница+пробел+знаки (29) | 19/24/28 | 87 | MIT |
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- | `out/FeelingAlive0/AdvancedCaptcha/math` | out | 100 | 100/100 | цифры+пробел+знаки (14) | 5/6/7 | 60 | MIT |
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- | `out/InstantlyMoist/Captcha/textcaptcha` | out | 100 | 0/100 | латиница (26) | 5/5/5 | 100 | MIT |
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- | `out/JSH32/Minecaptcha/map` | out | 100 | 100/100 | латиница (61) | 4/4/4 | 100 | MIT |
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- | `out/Joey61021/captcha/colorgui` | out | 100 | 100/100 | латиница (19) | 3/4/6 | 6 | MIT |
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- | `out/LagBug/XProtect/code` | out | 100 | 0/100 | латиница (62) | 6/6/6 | 100 | MIT |
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- | `out/LagBug/XProtect/color` | out | 100 | 0/100 | латиница+пробел (20) | 3/5/9 | 11 | MIT |
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- | `out/LagBug/XProtect/different` | out | 100 | 0/100 | латиница+знаки (11) | 13/13/13 | 1 | MIT |
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- | `out/LagBug/XProtect/drop` | out | 100 | 100/100 | латиница (4) | 4/4/4 | 1 | MIT |
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- | `out/LagBug/XProtect/equation` | out | 100 | 100/100 | цифры+пробел+знаки (13) | 5/6/7 | 26 | MIT |
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- | `out/LagBug/XProtect/gui` | out | 100 | 100/100 | латиница+пробел+знаки (41) | 3/10/17 | 40 | MIT |
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- | `out/LagBug/XProtect/jump` | out | 100 | 100/100 | латиница (4) | 4/4/4 | 1 | MIT |
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- | `out/LagBug/XProtect/map` | out | 100 | 0/100 | латиница (62) | 6/6/6 | 100 | MIT |
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- | `out/LagBug/XProtect/picture` | out | 100 | 0/100 | латиница (20) | 3/4/6 | 20 | MIT |
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- | `out/LagBug/XProtect/reverse` | out | 100 | 100/100 | латиница (62) | 6/6/6 | 100 | MIT |
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- | `out/LagBug/XProtect/slot` | out | 100 | 100/100 | цифры (8) | 1/1/1 | 8 | MIT |
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- | `out/LagBug/XProtect/sneak` | out | 100 | 100/100 | латиница (5) | 5/5/5 | 1 | MIT |
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- | `out/Mrbysco/Captcha/math` | out | 100 | 100/100 | цифры+пробел+знаки (12) | 5/7/7 | 77 | MIT |
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- | `out/Yukun99/Captchas/itemslot` | out | 100 | 100/100 | латиница+пробел+знаки (46) | 3/10/20 | 81 | no licence (all rights reserved) |
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- | `out/Z4OLLIEZ4/reCaptcha/captchasx` | out | 100 | 100/100 | латиница+пробел (20) | 3/5/10 | 13 | MIT |
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- | `out/haq/mapcha/map` | out | 100 | 99/100 | латиница (61) | 4/4/4 | 100 | MIT |
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- | `out/irootdev/AnBot/captcha` | out | 100 | 0/100 | латиница (35) | 3/3/3 | 99 | GPL-3.0 |
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- | `out/jSdCool/minecaptcha/image` | out | 100 | 100/100 | латиница+пробел+знаки (15) | 63/67/70 | 100 | CC0-1.0 |
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- | `out/jSdCool/minecaptcha/text` | out | 100 | 100/100 | латиница (62) | 8/8/8 | 100 | CC0-1.0 |
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- | `out/jonesdevelopment/sonar/complex` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 99 | GPL-3.0 |
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- | `out/jonesdevelopment/sonar/legacy` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 100 | GPL-3.0 |
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- | `out/jonesdevelopment/sonar/standard` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 100 | GPL-3.0 |
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- | `out/just-captcha/ProstoCaptcha/map` | out | 100 | 100/100 | латиница (58) | 6/6/6 | 100 | MIT |
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- | `out/laforetbrut/are-you-sure/code` | out | 100 | 100/100 | латиница (32) | 6/6/6 | 100 | MIT |
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- | `out/n1zamu/NCaptcha/anvil` | out | 100 | 100/100 | цифры (10) | 3/5/5 | 100 | MIT |
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- | `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` | out | 100 | 100/100 | латиница (16) | 5/5/5 | 100 | no licence file (all rights reserved) |
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- | `out_ru/BotFilter/map` | out_ru | 100 | 0/100 | цифры (10) | 4/4/5 | 100 | BSD-2-Clause + запрет на коммерческий хостинг |
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- | `out_ru/CaptchaGUI/clickblock` | out_ru | 100 | 0/100 | цифры (7) | 1/1/1 | 7 | no licence file (all rights reserved) |
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- | `out_ru/CaptchaVerifyZ/map` | out_ru | 100 | 100/100 | латиница (36) | 5/5/5 | 100 | all rights reserved (Modrinth) |
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- | `out_ru/GalleryCaptcha/ru-numberword` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 8/22/26 | 93 | не установлена (см. source в labels.jsonl) |
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- | `out_ru/GalleryCaptcha/ru-numberword-caption` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 9/20/28 | 98 | не установлена (см. source в labels.jsonl) |
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- | `out_ru/GalleryCaptcha/ru-object-swatch` | out_ru | 100 | 0/100 | кириллица (15) | 5/6/7 | 5 | не установлена (см. source в labels.jsonl) |
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- | `out_ru/GalleryCaptcha/ru-symbols` | out_ru | 100 | 100/100 | кириллица (43) | 3/3/3 | 100 | не установлена (см. source в labels.jsonl) |
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- | `out_ru/GalleryCaptcha/ru-web` | out_ru | 100 | 100/100 | латиница (62) | 5/5/5 | 100 | не установлена (см. source в labels.jsonl) |
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- | `out_ru/LimboFilter/framed2x2` | out_ru | 100 | 0/100 | кириллица+пробел (20) | 9/22/27 | 96 | AGPL-3.0 |
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- | `out_ru/LimboFilter/framed3x3` | out_ru | 100 | 0/100 | кириллица+пробел (20) | 13/22/28 | 95 | AGPL-3.0 |
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- | `out_ru/LimboFilter/map` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 6/20/28 | 98 | AGPL-3.0 |
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- | `out_ru/LimboFilter/symbols` | out_ru | 100 | 100/100 | кириллица (43) | 3/3/3 | 100 | AGPL-3.0 |
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-
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- ## The plugins and their licences
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-
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- Each row of the dataset comes from a different upstream plugin, and those plugins do **not**
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- share one licence. The licence of the data is the licence of the plugin the row came from —
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- check the column before you use the data.
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-
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- | плагин | типов | PNG | лицензия | режим |
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- |---|---|---|---|---|
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- | `Archy-X/Krypton` | 2 | 200 | no licence (all rights reserved) | clean-room |
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- | `BotFilter` | 1 | 100 | BSD-2-Clause + запрет на коммерческий хостинг | clean-room |
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- | `CaptchaGUI` | 1 | 100 | no licence file (all rights reserved) | clean-room |
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- | `CaptchaVerifyZ` | 1 | 100 | all rights reserved (Modrinth) | clean-room |
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- | `China2B2T/Captcha` | 1 | 100 | GPL-3.0 | clean-room |
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- | `FeelingAlive0/AdvancedCaptcha` | 2 | 200 | MIT | faithful |
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- | `GalleryCaptcha` | 5 | 500 | не установлена (см. source в labels.jsonl) | reconstructed |
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- | `InstantlyMoist/Captcha` | 1 | 100 | MIT | faithful |
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- | `JSH32/Minecaptcha` | 1 | 100 | MIT | faithful |
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- | `Joey61021/captcha` | 1 | 100 | MIT | faithful |
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- | `LagBug/XProtect` | 12 | 1200 | MIT | faithful |
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- | `LimboFilter` | 4 | 400 | AGPL-3.0 | clean-room |
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- | `Mrbysco/Captcha` | 1 | 100 | MIT | faithful |
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- | `Yukun99/Captchas` | 1 | 100 | no licence (all rights reserved) | clean-room |
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- | `Z4OLLIEZ4/reCaptcha` | 1 | 100 | MIT | faithful |
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- | `haq/mapcha` | 1 | 100 | MIT | faithful |
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- | `irootdev/AnBot` | 1 | 100 | GPL-3.0 | clean-room |
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- | `jSdCool/minecaptcha` | 2 | 200 | CC0-1.0 | faithful |
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- | `jonesdevelopment/sonar` | 3 | 300 | GPL-3.0 | clean-room |
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- | `just-captcha/ProstoCaptcha` | 1 | 100 | MIT | faithful |
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- | `laforetbrut/are-you-sure` | 1 | 100 | MIT | faithful |
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- | `n1zamu/NCaptcha` | 1 | 100 | MIT | faithful |
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- | `ringoame196-s-mcPlugin/ReproductionCAPTCHA` | 1 | 100 | no licence file (all rights reserved) | clean-room |
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-
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- `source` in every `labels.jsonl` row points at the upstream class and method the type was
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- re-implemented from, so the provenance of each row can be audited without trusting this table.
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-
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- ## Alphabets
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-
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- The labels are not pure ASCII: some types are Russian number words, some are arithmetic
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- expressions, some contain spaces and punctuation.
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-
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- * `out/Archy-X/Krypton/map` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out/Archy-X/Krypton/menu` — алфавит (25 символов): `ABCDEFGHIKLMNOPQRSTUVWYZ_`
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- * `out/China2B2T/Captcha/wool` — алфавит (7 символов): `EILMOW_`
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- * `out/FeelingAlive0/AdvancedCaptcha/button` — алфавит (29 символов): ` CHMNPST[]abcdeghiklnoprstuwy`
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- * `out/FeelingAlive0/AdvancedCaptcha/math` — алфавит (14 символов): ` *+-0123456789`
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- * `out/InstantlyMoist/Captcha/textcaptcha` — алфавит (26 символов): `abcdefghijklmnopqrstuvwxyz`
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- * `out/JSH32/Minecaptcha/map` — алфавит (61 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYabcdefghijklmnopqrstuvwxyz`
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- * `out/Joey61021/captcha/colorgui` — алфавит (19 символов): `BLOPRYadegiklmnoruw`
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- * `out/LagBug/XProtect/code` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out/LagBug/XProtect/color` — алфавит (20 символов): ` abcdeghiklnopqrtuwy`
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- * `out/LagBug/XProtect/different` — алфавит (11 символов): `ABCDEKLMOR_`
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- * `out/LagBug/XProtect/drop` — алфавит (4 символов): `dopr`
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- * `out/LagBug/XProtect/equation` — алфавит (13 символов): ` +-0123456789`
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- * `out/LagBug/XProtect/gui` — алфавит (41 символов): ` 'BCDEGHIJLMNOPQRSabcdefghiklmnoprstuvwyz`
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- * `out/LagBug/XProtect/jump` — алфавит (4 символов): `jmpu`
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- * `out/LagBug/XProtect/map` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out/LagBug/XProtect/picture` — алфавит (20 символов): `abcdefghiklmnoprstuw`
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- * `out/LagBug/XProtect/reverse` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out/LagBug/XProtect/slot` — алфавит (8 символов): `12345678`
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- * `out/LagBug/XProtect/sneak` — алфавит (5 символов): `aekns`
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- * `out/Mrbysco/Captcha/math` — алфавит (12 символов): ` +0123456789`
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- * `out/Yukun99/Captchas/itemslot` — алфавит (46 символов): ` 'ABCDEFGHIJLMNOPRSTVWabcdefghiklmnoprstuvwxyz`
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- * `out/Z4OLLIEZ4/reCaptcha/captchasx` — алфавит (20 символов): ` abcdeghiklmnoprtuwy`
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- * `out/haq/mapcha/map` — алфавит (61 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYabcdefghijklmnopqrstuvwxyz`
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- * `out/irootdev/AnBot/captcha` — алфавит (35 символов): `0123456789abcdefghijklmnopqrstvwxyz`
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- * `out/jSdCool/minecaptcha/image` — алфавит (15 символов): ` ,0123456789gim`
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- * `out/jSdCool/minecaptcha/text` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out/jonesdevelopment/sonar/complex` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
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- * `out/jonesdevelopment/sonar/legacy` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
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- * `out/jonesdevelopment/sonar/standard` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
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- * `out/just-captcha/ProstoCaptcha/map` — алфавит (58 символов): `23456789ABCDEFGHIJKLMNPQRSTUVWXYZabcdefghijklmnpqrstuvwxyz`
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- * `out/laforetbrut/are-you-sure/code` — алфавит (32 символов): `23456789ABCDEFGHJKLMNPQRSTUVWXYZ`
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- * `out/n1zamu/NCaptcha/anvil` — алфавит (10 символов): `0123456789`
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- * `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` — алфавит (16 символов): `0123456789ABCDEF`
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- * `out_ru/BotFilter/map` — алфавит (10 символов): `0123456789`
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- * `out_ru/CaptchaGUI/clickblock` — алфавит (7 символов): `1234567`
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- * `out_ru/CaptchaVerifyZ/map` — алфавит (36 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ`
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- * `out_ru/GalleryCaptcha/ru-numberword` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
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- * `out_ru/GalleryCaptcha/ru-numberword-caption` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
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- * `out_ru/GalleryCaptcha/ru-object-swatch` — алфавит (15 символов): `абежзйклнрстчыё`
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- * `out_ru/GalleryCaptcha/ru-symbols` — алфавит (43 символов): `0123456789ЁАБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯ`
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- * `out_ru/GalleryCaptcha/ru-web` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
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- * `out_ru/LimboFilter/framed2x2` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
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- * `out_ru/LimboFilter/framed3x3` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
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- * `out_ru/LimboFilter/map` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
240
- * `out_ru/LimboFilter/symbols` — алфавит (43 символов): `0123456789ЁАБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯ`
241
-
242
- ## How to load it
243
-
244
- The dataset is a directory of files. The shortest way:
245
-
246
- ```python
247
- import json, os
248
- from pathlib import Path
249
-
250
- root = Path("data") # клон репозитория
251
- for labels in root.rglob("labels.jsonl"):
252
- for line in labels.read_text(encoding="utf-8").splitlines():
253
- if not line.strip():
254
- continue
255
- row = json.loads(line)
256
- image = labels.parent / row["file"] # PNG рядом с меткой
257
- band = row["roi"] # [x, y, w, h] или None
258
- answer = row["answer"] # что вводит игрок
259
- drawn = row["text"] # что нарисовано
260
- ```
261
-
262
- `dataset_inventory.json` в корне репозитория — сводка по типам: число сэмплов, алфавит,
263
- длины меток, наличие полосы, лицензия. Её удобно читать, чтобы построить список
264
- обучающих типов, не обходя картинки.
265
-
266
- ## Provenance and honesty
267
-
268
- * **Every published image is our own render.** All 4600 PNG in this repository were
269
- produced by this project's **own Java generators** — not by a live server, not by a
270
- third-party service, and not by copying anybody else's pictures. The renders reproduce the
271
- upstream algorithms (font, palette, noise, layout, the defect), but the pixels are a
272
- re-render, not a screenshot of a real session.
273
- * The reference screenshots of the upstream plugins are **not** part of this repository: they
274
- are other people's images, they stay in the project's working tree and are not redistributed.
275
- * **25 of the 46 types are faithful ports** — the upstream algorithm was
276
- re-implemented exactly, including its defects.
277
- * **16 types are clean-room reconstructions**, and 5
278
- are marked `reconstructed`: they were **measured from reference screenshots** and rebuilt
279
- from scratch, so they are *not* faithful ports and their pixels are not the upstream ones.
280
- The list is below, with the provenance string each type carries in `labels.jsonl`.
281
-
282
- * `out/Archy-X/Krypton/map` — режим **clean-room**, плагин `Archy-X/Krypton`; происхождение: com.archyx.krypton.captcha.MapGenerator#generateCode
283
- * `out/Archy-X/Krypton/menu` — режим **clean-room**, плагин `Archy-X/Krypton`; происхождение: com.archyx.krypton.captcha.CaptchaMenu
284
- * `out/China2B2T/Captcha/wool` — режим **clean-room**, плагин `China2B2T/Captcha`; происхождение: org.china2b2t.captchalib.Main#onJoin
285
- * `out/Yukun99/Captchas/itemslot` — режим **clean-room**, плагин `Yukun99/Captchas`; происхождение: me.yukun.captchas.gui.Captcha
286
- * `out/irootdev/AnBot/captcha` — режим **clean-room**, плагин `irootdev/AnBot`; происхождение: iroot.Main#getCaptcha
287
- * `out/jonesdevelopment/sonar/complex` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.complex.ComplexCaptchaGenerator#createImage
288
- * `out/jonesdevelopment/sonar/legacy` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.legacy.LegacyCaptchaGenerator#createImage
289
- * `out/jonesdevelopment/sonar/standard` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.StandardCaptchaGenerator#createImage
290
- * `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` — режим **clean-room**, плагин `ringoame196-s-mcPlugin/ReproductionCAPTCHA`; происхождение: AuthMapManager#makeAuthImage
291
- * `out_ru/BotFilter/map` — режим **clean-room**, плагин `BotFilter`; происхождение: ru.leymooo.botfilter.captcha.generator.CaptchaPainter#draw
292
- * `out_ru/CaptchaGUI/clickblock` — режим **clean-room**, плагин `CaptchaGUI`; происхождение: me.supl1na.captcha.CaptchaListener#onPlayerJoin
293
- * `out_ru/CaptchaVerifyZ/map` — режим **clean-room**, плагин `CaptchaVerifyZ`; происхождение: com.Mateitaa1.CaptchaVerifyZ$CaptchaMapRenderer#render
294
- * `out_ru/GalleryCaptcha/ru-numberword` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-numberword: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
295
- * `out_ru/GalleryCaptcha/ru-numberword-caption` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-numberword: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
296
- * `out_ru/GalleryCaptcha/ru-object-swatch` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-object-swatch: clean-room reconstruction of the object-grid captcha family, measured from reference screenshots; no vendor assets redistributed
297
- * `out_ru/GalleryCaptcha/ru-symbols` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-symbols: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer
298
- * `out_ru/GalleryCaptcha/ru-web` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-web: clean-room reconstruction of the generic web-captcha family, measured from reference screenshots; no vendor assets redistributed
299
- * `out_ru/LimboFilter/framed2x2` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
300
- * `out_ru/LimboFilter/framed3x3` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
301
- * `out_ru/LimboFilter/map` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
302
- * `out_ru/LimboFilter/symbols` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer
303
-
304
- * Numbers in this card are computed from `labels.jsonl` by `tools/publish_hf.py` at upload time;
305
- they are not typed by hand.
306
-
307
- ## Licence
308
-
309
- * The **data** is published under the licences of the upstream plugins, one per type — see the
310
- plugin table above. There is no single licence for the whole dataset; that is what the YAML
311
- field `license_name: mixed-per-plugin-licences` means.
312
- * The **generator code** of the project is under a separate licence.
313
- * A user of this dataset must comply with the licence of the plugin each row came from.
 
 
 
 
 
 
1
+ ---
2
+ license: other
3
+ license_name: mixed-per-plugin-licences
4
+ tags:
5
+ - captcha
6
+ - ocr
7
+ - minecraft
8
+ - anti-bot
9
+ - synthetic
10
+ language:
11
+ - en
12
+ - ru
13
+ ---
14
+
15
+ # CaptchaOCR dataset — captchas of Minecraft anti-bot plugins, rendered
16
+
17
+ **46 captcha types · 4600 labelled PNG · 23 upstream plugins · 43.6 МБ**
18
+
19
+ This repository holds the images and the labels of the CaptchaOCR captcha dataset: the
20
+ captchas that open-source Minecraft anti-bot plugins draw, re-rendered by **this project's own
21
+ generators**, with a machine-readable label for every image.
22
+
23
+ **Every PNG here is our own render** — 4600 images drawn by our Java generators.
24
+ No picture, page or answer taken from a third-party service is published here; the reference
25
+ screenshots of the upstream plugins stay in the project's working tree.
26
+
27
+ The dataset is published as **plain files** (PNG + `labels.jsonl`), not as a loading script:
28
+ every sample is a PNG next to a one-line JSON record, so any training loop can read it
29
+ without `datasets`, without a network round-trip and without trusting remote code.
30
+
31
+ ## What these captchas look like
32
+
33
+ Real frames from this dataset — one per style. The caption gives the type and the **gold answer**
34
+ from `labels.jsonl` (what the player has to type). Paths are relative to the root of this
35
+ repository.
36
+
37
+ | | | |
38
+ |---|---|---|
39
+ | ![Map captcha](data/out/haq/mapcha/map/001.png) | ![Web captcha](data/out_ru/GalleryCaptcha/ru-web/001.png) | ![Cyrillic symbols](data/out_ru/LimboFilter/symbols/001.png) |
40
+ | `haq/mapcha/map` — 128×128 Minecraft map, 4 Latin characters · answer `s8TO` | `GalleryCaptcha/ru-web` — 150×90 web-style captcha, white background · answer `DpZ7D` | `LimboFilter/symbols` — 128×128, dark background, 3 Cyrillic characters · answer `ЪМИ` |
41
+ | ![Puzzle frame](data/out_ru/LimboFilter/framed2x2/001.png) | ![GUI scene](data/out/LagBug/XProtect/gui/001.png) | ![Digits in an anvil GUI](data/out/n1zamu/NCaptcha/anvil/001.png) |
42
+ | `LimboFilter/framed2x2` — 256×256, 2×2 puzzle frame, the number spelled out in words · answer `638` | `LagBug/XProtect/gui` — 380×260 GUI scene (chat log + inventory) · answer `Glowstone` | `n1zamu/NCaptcha/anvil` — 420×150 anvil GUI, digits · answer `28612` |
43
+
44
+ Every picture above is a render of this project's own generators — see
45
+ *Provenance and honesty* below.
46
+
47
+ ## What is inside
48
+
49
+ | | |
50
+ |---|---|
51
+ | типов (captcha types) | **46** |
52
+ | размеченных сэмплов | **4600** |
53
+ | PNG-файлов | **4600** |
54
+ | плагинов-источников | **23** |
55
+ | деревьев | 2 |
56
+ | суммарный размер | 43.6 МБ (45688077 Б) |
57
+ | типов с полосой (`roi`) | 29 (строк с полосой: 2899, без: 1701) |
58
+ | типов, где `text != answer` | 9 |
59
+ | режимов реконструкции | faithful 25 · clean-room 16 · reconstructed 5 |
60
+ | размер объединённого алфавита | 129 символов |
61
+
62
+ ### Раскладка
63
+
64
+ One layout, mirroring the generator's output tree:
65
+
66
+ ```
67
+ data/<tree>/<...>/<type>/<file>
68
+ ```
69
+
70
+ Concretely, the local generator tree `dataset` is uploaded as-is under `data/`:
71
+
72
+ * `data/<tree>/<...>/<type>/NNN.png` — the images,
73
+ * `data/<tree>/<...>/<type>/labels.jsonl` — the labels of that type,
74
+ * `README.md` — this card,
75
+ * `LICENSE` — the per-plugin licence breakdown of the data (the same table as below, plus what
76
+ each licence means for you),
77
+ * `dataset_inventory.json` — the machine-readable summary of everything below.
78
+
79
+ | дерево | типов | PNG | байт |
80
+ |---|---|---|---|
81
+ | `out` | 34 | 3400 | 33.2 МБ |
82
+ | `out_ru` | 12 | 1200 | 10.3 МБ |
83
+
84
+ ## The label format
85
+
86
+ One JSON object per line, one line per image, UTF-8:
87
+
88
+ | поле | смысл |
89
+ |---|---|
90
+ | `file` | имя PNG в этом же каталоге (`001.png` …) |
91
+ | `plugin` | плагин-источник |
92
+ | `captcha` | тип капчи внутри плагина |
93
+ | `answer` | что игрок вводит в поле ответа |
94
+ | `text` | что **нарисовано** на картинке (в части типов отличается от `answer`) |
95
+ | `prompt` | текст задания, как его показывает плагин |
96
+ | `roi` | полоса с ответом `[x, y, w, h]` или `null`, если ответа в кадре нет |
97
+ | `width`, `height` | размер PNG |
98
+ | `source` | откуда взялся тип: класс и метод апстрима (`file#method`) — аудит-тропа |
99
+
100
+ **`text` — это цель для распознавателя, `answer` — это ответ для solver'а.** В типах, где
101
+ они различаются (русские числительные, арифметика), преобразование `text -> answer` — отдельный
102
+ шаг, а не задача OCR.
103
+
104
+ **Правило полосы:** полоса, которая не помещается в кадр, — это не полоса; в этом случае `roi` = `null`.
105
+
106
+ ## The types
107
+
108
+ | тип | дерево | PNG | с полосой | алфавит | длина text (мин/мед/макс) | уник. ответов | лицензия |
109
+ |---|---|---|---|---|---|---|---|
110
+ | `out/Archy-X/Krypton/map` | out | 100 | 100/100 | латиница (62) | 5/5/5 | 100 | no licence (all rights reserved) |
111
+ | `out/Archy-X/Krypton/menu` | out | 100 | 0/100 | латиница+знаки (25) | 3/10/18 | 51 | no licence (all rights reserved) |
112
+ | `out/China2B2T/Captcha/wool` | out | 100 | 0/100 | латиница+знаки (7) | 9/9/9 | 1 | GPL-3.0 |
113
+ | `out/FeelingAlive0/AdvancedCaptcha/button` | out | 100 | 100/100 | латиница+пробел+знаки (29) | 19/24/28 | 87 | MIT |
114
+ | `out/FeelingAlive0/AdvancedCaptcha/math` | out | 100 | 100/100 | цифры+пробел+знаки (14) | 5/6/7 | 60 | MIT |
115
+ | `out/InstantlyMoist/Captcha/textcaptcha` | out | 100 | 0/100 | латиница (26) | 5/5/5 | 100 | MIT |
116
+ | `out/JSH32/Minecaptcha/map` | out | 100 | 100/100 | латиница (61) | 4/4/4 | 100 | MIT |
117
+ | `out/Joey61021/captcha/colorgui` | out | 100 | 100/100 | латиница (19) | 3/4/6 | 6 | MIT |
118
+ | `out/LagBug/XProtect/code` | out | 100 | 0/100 | латиница (62) | 6/6/6 | 100 | MIT |
119
+ | `out/LagBug/XProtect/color` | out | 100 | 0/100 | латиница+пробел (20) | 3/5/9 | 11 | MIT |
120
+ | `out/LagBug/XProtect/different` | out | 100 | 0/100 | латиница+знаки (11) | 13/13/13 | 1 | MIT |
121
+ | `out/LagBug/XProtect/drop` | out | 100 | 100/100 | латиница (4) | 4/4/4 | 1 | MIT |
122
+ | `out/LagBug/XProtect/equation` | out | 100 | 100/100 | цифры+пробел+знаки (13) | 5/6/7 | 26 | MIT |
123
+ | `out/LagBug/XProtect/gui` | out | 100 | 100/100 | латиница+пробел+знаки (41) | 3/10/17 | 40 | MIT |
124
+ | `out/LagBug/XProtect/jump` | out | 100 | 100/100 | латиница (4) | 4/4/4 | 1 | MIT |
125
+ | `out/LagBug/XProtect/map` | out | 100 | 0/100 | латиница (62) | 6/6/6 | 100 | MIT |
126
+ | `out/LagBug/XProtect/picture` | out | 100 | 0/100 | латиница (20) | 3/4/6 | 20 | MIT |
127
+ | `out/LagBug/XProtect/reverse` | out | 100 | 100/100 | латиница (62) | 6/6/6 | 100 | MIT |
128
+ | `out/LagBug/XProtect/slot` | out | 100 | 100/100 | цифры (8) | 1/1/1 | 8 | MIT |
129
+ | `out/LagBug/XProtect/sneak` | out | 100 | 100/100 | латиница (5) | 5/5/5 | 1 | MIT |
130
+ | `out/Mrbysco/Captcha/math` | out | 100 | 100/100 | цифры+пробел+знаки (12) | 5/7/7 | 77 | MIT |
131
+ | `out/Yukun99/Captchas/itemslot` | out | 100 | 100/100 | латиница+пробел+знаки (46) | 3/10/20 | 81 | no licence (all rights reserved) |
132
+ | `out/Z4OLLIEZ4/reCaptcha/captchasx` | out | 100 | 100/100 | латиница+пробел (20) | 3/5/10 | 13 | MIT |
133
+ | `out/haq/mapcha/map` | out | 100 | 99/100 | латиница (61) | 4/4/4 | 100 | MIT |
134
+ | `out/irootdev/AnBot/captcha` | out | 100 | 0/100 | латиница (35) | 3/3/3 | 99 | GPL-3.0 |
135
+ | `out/jSdCool/minecaptcha/image` | out | 100 | 100/100 | латиница+пробел+знаки (15) | 63/67/70 | 100 | CC0-1.0 |
136
+ | `out/jSdCool/minecaptcha/text` | out | 100 | 100/100 | латиница (62) | 8/8/8 | 100 | CC0-1.0 |
137
+ | `out/jonesdevelopment/sonar/complex` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 99 | GPL-3.0 |
138
+ | `out/jonesdevelopment/sonar/legacy` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 100 | GPL-3.0 |
139
+ | `out/jonesdevelopment/sonar/standard` | out | 100 | 0/100 | латиница (20) | 3/4/4 | 100 | GPL-3.0 |
140
+ | `out/just-captcha/ProstoCaptcha/map` | out | 100 | 100/100 | латиница (58) | 6/6/6 | 100 | MIT |
141
+ | `out/laforetbrut/are-you-sure/code` | out | 100 | 100/100 | латиница (32) | 6/6/6 | 100 | MIT |
142
+ | `out/n1zamu/NCaptcha/anvil` | out | 100 | 100/100 | цифры (10) | 3/5/5 | 100 | MIT |
143
+ | `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` | out | 100 | 100/100 | латиница (16) | 5/5/5 | 100 | no licence file (all rights reserved) |
144
+ | `out_ru/BotFilter/map` | out_ru | 100 | 0/100 | цифры (10) | 4/4/5 | 100 | BSD-2-Clause + запрет на коммерческий хостинг |
145
+ | `out_ru/CaptchaGUI/clickblock` | out_ru | 100 | 0/100 | цифры (7) | 1/1/1 | 7 | no licence file (all rights reserved) |
146
+ | `out_ru/CaptchaVerifyZ/map` | out_ru | 100 | 100/100 | латиница (36) | 5/5/5 | 100 | all rights reserved (Modrinth) |
147
+ | `out_ru/GalleryCaptcha/ru-numberword` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 8/22/26 | 93 | не установлена (см. source в labels.jsonl) |
148
+ | `out_ru/GalleryCaptcha/ru-numberword-caption` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 9/20/28 | 98 | не установлена (см. source в labels.jsonl) |
149
+ | `out_ru/GalleryCaptcha/ru-object-swatch` | out_ru | 100 | 0/100 | кириллица (15) | 5/6/7 | 5 | не установлена (см. source в labels.jsonl) |
150
+ | `out_ru/GalleryCaptcha/ru-symbols` | out_ru | 100 | 100/100 | кириллица (43) | 3/3/3 | 100 | не установлена (см. source в labels.jsonl) |
151
+ | `out_ru/GalleryCaptcha/ru-web` | out_ru | 100 | 100/100 | латиница (62) | 5/5/5 | 100 | не установлена (см. source в labels.jsonl) |
152
+ | `out_ru/LimboFilter/framed2x2` | out_ru | 100 | 0/100 | кириллица+пробел (20) | 9/22/27 | 96 | AGPL-3.0 |
153
+ | `out_ru/LimboFilter/framed3x3` | out_ru | 100 | 0/100 | кириллица+пробел (20) | 13/22/28 | 95 | AGPL-3.0 |
154
+ | `out_ru/LimboFilter/map` | out_ru | 100 | 100/100 | кириллица+пробел (20) | 6/20/28 | 98 | AGPL-3.0 |
155
+ | `out_ru/LimboFilter/symbols` | out_ru | 100 | 100/100 | кириллица (43) | 3/3/3 | 100 | AGPL-3.0 |
156
+
157
+ ## The plugins and their licences
158
+
159
+ Each row of the dataset comes from a different upstream plugin, and those plugins do **not**
160
+ share one licence. The licence of the data is the licence of the plugin the row came from —
161
+ check the column before you use the data.
162
+
163
+ | плагин | типов | PNG | лицензия | режим |
164
+ |---|---|---|---|---|
165
+ | `Archy-X/Krypton` | 2 | 200 | no licence (all rights reserved) | clean-room |
166
+ | `BotFilter` | 1 | 100 | BSD-2-Clause + запрет на коммерческий хостинг | clean-room |
167
+ | `CaptchaGUI` | 1 | 100 | no licence file (all rights reserved) | clean-room |
168
+ | `CaptchaVerifyZ` | 1 | 100 | all rights reserved (Modrinth) | clean-room |
169
+ | `China2B2T/Captcha` | 1 | 100 | GPL-3.0 | clean-room |
170
+ | `FeelingAlive0/AdvancedCaptcha` | 2 | 200 | MIT | faithful |
171
+ | `GalleryCaptcha` | 5 | 500 | не установлена (см. source в labels.jsonl) | reconstructed |
172
+ | `InstantlyMoist/Captcha` | 1 | 100 | MIT | faithful |
173
+ | `JSH32/Minecaptcha` | 1 | 100 | MIT | faithful |
174
+ | `Joey61021/captcha` | 1 | 100 | MIT | faithful |
175
+ | `LagBug/XProtect` | 12 | 1200 | MIT | faithful |
176
+ | `LimboFilter` | 4 | 400 | AGPL-3.0 | clean-room |
177
+ | `Mrbysco/Captcha` | 1 | 100 | MIT | faithful |
178
+ | `Yukun99/Captchas` | 1 | 100 | no licence (all rights reserved) | clean-room |
179
+ | `Z4OLLIEZ4/reCaptcha` | 1 | 100 | MIT | faithful |
180
+ | `haq/mapcha` | 1 | 100 | MIT | faithful |
181
+ | `irootdev/AnBot` | 1 | 100 | GPL-3.0 | clean-room |
182
+ | `jSdCool/minecaptcha` | 2 | 200 | CC0-1.0 | faithful |
183
+ | `jonesdevelopment/sonar` | 3 | 300 | GPL-3.0 | clean-room |
184
+ | `just-captcha/ProstoCaptcha` | 1 | 100 | MIT | faithful |
185
+ | `laforetbrut/are-you-sure` | 1 | 100 | MIT | faithful |
186
+ | `n1zamu/NCaptcha` | 1 | 100 | MIT | faithful |
187
+ | `ringoame196-s-mcPlugin/ReproductionCAPTCHA` | 1 | 100 | no licence file (all rights reserved) | clean-room |
188
+
189
+ `source` in every `labels.jsonl` row points at the upstream class and method the type was
190
+ re-implemented from, so the provenance of each row can be audited without trusting this table.
191
+
192
+ ## Alphabets
193
+
194
+ The labels are not pure ASCII: some types are Russian number words, some are arithmetic
195
+ expressions, some contain spaces and punctuation.
196
+
197
+ * `out/Archy-X/Krypton/map` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
198
+ * `out/Archy-X/Krypton/menu` — алфавит (25 символов): `ABCDEFGHIKLMNOPQRSTUVWYZ_`
199
+ * `out/China2B2T/Captcha/wool` — алфавит (7 символов): `EILMOW_`
200
+ * `out/FeelingAlive0/AdvancedCaptcha/button` — алфавит (29 символов): ` CHMNPST[]abcdeghiklnoprstuwy`
201
+ * `out/FeelingAlive0/AdvancedCaptcha/math` — алфавит (14 символов): ` *+-0123456789`
202
+ * `out/InstantlyMoist/Captcha/textcaptcha` — алфавит (26 символов): `abcdefghijklmnopqrstuvwxyz`
203
+ * `out/JSH32/Minecaptcha/map` — алфавит (61 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYabcdefghijklmnopqrstuvwxyz`
204
+ * `out/Joey61021/captcha/colorgui` — алфавит (19 символов): `BLOPRYadegiklmnoruw`
205
+ * `out/LagBug/XProtect/code` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
206
+ * `out/LagBug/XProtect/color` — алфавит (20 символов): ` abcdeghiklnopqrtuwy`
207
+ * `out/LagBug/XProtect/different` — алфавит (11 символов): `ABCDEKLMOR_`
208
+ * `out/LagBug/XProtect/drop` — алфавит (4 символов): `dopr`
209
+ * `out/LagBug/XProtect/equation` — алфавит (13 символов): ` +-0123456789`
210
+ * `out/LagBug/XProtect/gui` — алфавит (41 символов): ` 'BCDEGHIJLMNOPQRSabcdefghiklmnoprstuvwyz`
211
+ * `out/LagBug/XProtect/jump` — алфавит (4 символов): `jmpu`
212
+ * `out/LagBug/XProtect/map` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
213
+ * `out/LagBug/XProtect/picture` — алфавит (20 символов): `abcdefghiklmnoprstuw`
214
+ * `out/LagBug/XProtect/reverse` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
215
+ * `out/LagBug/XProtect/slot` — алфавит (8 символов): `12345678`
216
+ * `out/LagBug/XProtect/sneak` — алфавит (5 символов): `aekns`
217
+ * `out/Mrbysco/Captcha/math` — алфавит (12 символов): ` +0123456789`
218
+ * `out/Yukun99/Captchas/itemslot` — алфавит (46 символов): ` 'ABCDEFGHIJLMNOPRSTVWabcdefghiklmnoprstuvwxyz`
219
+ * `out/Z4OLLIEZ4/reCaptcha/captchasx` — алфавит (20 символов): ` abcdeghiklmnoprtuwy`
220
+ * `out/haq/mapcha/map` — алфавит (61 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYabcdefghijklmnopqrstuvwxyz`
221
+ * `out/irootdev/AnBot/captcha` — алфавит (35 символов): `0123456789abcdefghijklmnopqrstvwxyz`
222
+ * `out/jSdCool/minecaptcha/image` — алфавит (15 символов): ` ,0123456789gim`
223
+ * `out/jSdCool/minecaptcha/text` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
224
+ * `out/jonesdevelopment/sonar/complex` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
225
+ * `out/jonesdevelopment/sonar/legacy` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
226
+ * `out/jonesdevelopment/sonar/standard` — алфавит (20 символов): `abcdefhjkmnoprstuxyz`
227
+ * `out/just-captcha/ProstoCaptcha/map` — алфавит (58 символов): `23456789ABCDEFGHIJKLMNPQRSTUVWXYZabcdefghijklmnpqrstuvwxyz`
228
+ * `out/laforetbrut/are-you-sure/code` — алфавит (32 символов): `23456789ABCDEFGHJKLMNPQRSTUVWXYZ`
229
+ * `out/n1zamu/NCaptcha/anvil` — алфавит (10 символов): `0123456789`
230
+ * `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` — алфавит (16 символов): `0123456789ABCDEF`
231
+ * `out_ru/BotFilter/map` — алфавит (10 символов): `0123456789`
232
+ * `out_ru/CaptchaGUI/clickblock` — алфавит (7 символов): `1234567`
233
+ * `out_ru/CaptchaVerifyZ/map` — алфавит (36 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ`
234
+ * `out_ru/GalleryCaptcha/ru-numberword` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
235
+ * `out_ru/GalleryCaptcha/ru-numberword-caption` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
236
+ * `out_ru/GalleryCaptcha/ru-object-swatch` — алфавит (15 символов): `абежзйклнрстчыё`
237
+ * `out_ru/GalleryCaptcha/ru-symbols` — алфавит (43 символов): `0123456789ЁАБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯ`
238
+ * `out_ru/GalleryCaptcha/ru-web` — алфавит (62 символов): `0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz`
239
+ * `out_ru/LimboFilter/framed2x2` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
240
+ * `out_ru/LimboFilter/framed3x3` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
241
+ * `out_ru/LimboFilter/map` — алфавит (20 символов): ` авдеикмнопрстцчшыья`
242
+ * `out_ru/LimboFilter/symbols` — алфавит (43 символов): `0123456789ЁАБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯ`
243
+
244
+ ## How to load it
245
+
246
+ The dataset is a directory of files. The shortest way:
247
+
248
+ ```python
249
+ import json, os
250
+ from pathlib import Path
251
+
252
+ root = Path("data") # клон репозитория
253
+ for labels in root.rglob("labels.jsonl"):
254
+ for line in labels.read_text(encoding="utf-8").splitlines():
255
+ if not line.strip():
256
+ continue
257
+ row = json.loads(line)
258
+ image = labels.parent / row["file"] # PNG рядом с меткой
259
+ band = row["roi"] # [x, y, w, h] или None
260
+ answer = row["answer"] # что вводит игрок
261
+ drawn = row["text"] # что нарисовано
262
+ ```
263
+
264
+ `dataset_inventory.json` в корне репозитория — сводка по типам: число сэмплов, алфавит,
265
+ длины меток, наличие полосы, лицензия. Её удобно читать, чтобы построить список
266
+ обучающих типов, не обходя картинки.
267
+
268
+ ## Provenance and honesty
269
+
270
+ * **Every published image is our own render.** All 4600 PNG in this repository were
271
+ produced by this project's **own Java generators** — not by a live server, not by a
272
+ third-party service, and not by copying anybody else's pictures. The renders reproduce the
273
+ upstream algorithms (font, palette, noise, layout, the defect), but the pixels are a
274
+ re-render, not a screenshot of a real session.
275
+ * The reference screenshots of the upstream plugins are **not** part of this repository: they
276
+ are other people's images, they stay in the project's working tree and are not redistributed.
277
+ * **25 of the 46 types are faithful ports** — the upstream algorithm was
278
+ re-implemented exactly, including its defects.
279
+ * **16 types are clean-room reconstructions**, and 5
280
+ are marked `reconstructed`: they were **measured from reference screenshots** and rebuilt
281
+ from scratch, so they are *not* faithful ports and their pixels are not the upstream ones.
282
+ The list is below, with the provenance string each type carries in `labels.jsonl`.
283
+
284
+ * `out/Archy-X/Krypton/map` — режим **clean-room**, плагин `Archy-X/Krypton`; происхождение: com.archyx.krypton.captcha.MapGenerator#generateCode
285
+ * `out/Archy-X/Krypton/menu` — режим **clean-room**, плагин `Archy-X/Krypton`; происхождение: com.archyx.krypton.captcha.CaptchaMenu
286
+ * `out/China2B2T/Captcha/wool` — режим **clean-room**, плагин `China2B2T/Captcha`; происхождение: org.china2b2t.captchalib.Main#onJoin
287
+ * `out/Yukun99/Captchas/itemslot` — режим **clean-room**, плагин `Yukun99/Captchas`; происхождение: me.yukun.captchas.gui.Captcha
288
+ * `out/irootdev/AnBot/captcha` — режим **clean-room**, плагин `irootdev/AnBot`; происхождение: iroot.Main#getCaptcha
289
+ * `out/jonesdevelopment/sonar/complex` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.complex.ComplexCaptchaGenerator#createImage
290
+ * `out/jonesdevelopment/sonar/legacy` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.legacy.LegacyCaptchaGenerator#createImage
291
+ * `out/jonesdevelopment/sonar/standard` — режим **clean-room**, плагин `jonesdevelopment/sonar`; происхождение: xyz.jonesdev.sonar.captcha.StandardCaptchaGenerator#createImage
292
+ * `out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map` — режим **clean-room**, плагин `ringoame196-s-mcPlugin/ReproductionCAPTCHA`; происхождение: AuthMapManager#makeAuthImage
293
+ * `out_ru/BotFilter/map` — режим **clean-room**, плагин `BotFilter`; происхождение: ru.leymooo.botfilter.captcha.generator.CaptchaPainter#draw
294
+ * `out_ru/CaptchaGUI/clickblock` — режим **clean-room**, плагин `CaptchaGUI`; происхождение: me.supl1na.captcha.CaptchaListener#onPlayerJoin
295
+ * `out_ru/CaptchaVerifyZ/map` — режим **clean-room**, плагин `CaptchaVerifyZ`; происхождение: com.Mateitaa1.CaptchaVerifyZ$CaptchaMapRenderer#render
296
+ * `out_ru/GalleryCaptcha/ru-numberword` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-numberword: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
297
+ * `out_ru/GalleryCaptcha/ru-numberword-caption` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-numberword: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
298
+ * `out_ru/GalleryCaptcha/ru-object-swatch` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-object-swatch: clean-room reconstruction of the object-grid captcha family, measured from reference screenshots; no vendor assets redistributed
299
+ * `out_ru/GalleryCaptcha/ru-symbols` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-symbols: clean-room reconstruction of a gallery-style captcha family, measured from reference screenshots; no vendor assets redistributed; renderer: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer
300
+ * `out_ru/GalleryCaptcha/ru-web` — режим **reconstructed**, плагин `GalleryCaptcha`; происхождение: GalleryCaptcha/ru-web: clean-room reconstruction of the generic web-captcha family, measured from reference screenshots; no vendor assets redistributed
301
+ * `out_ru/LimboFilter/framed2x2` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
302
+ * `out_ru/LimboFilter/framed3x3` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
303
+ * `out_ru/LimboFilter/map` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer; net.elytrium.limbofilter.captcha.CaptchaGenerator#spellNumber
304
+ * `out_ru/LimboFilter/symbols` — режим **clean-room**, плагин `LimboFilter`; происхождение: net.elytrium.limbofilter.captcha.painter.CaptchaPainter#drawCaptcha; net.elytrium.limbofilter.captcha.CaptchaGenerator#randomAnswer
305
+
306
+ * Numbers in this card are computed from `labels.jsonl` by `tools/publish_hf.py` at upload time;
307
+ they are not typed by hand.
308
+
309
+ ## Licence
310
+
311
+ * The **data** is published under the licences of the upstream plugins, one per type — see the
312
+ plugin table above. There is no single licence for the whole dataset; that is what the YAML
313
+ field `license_name: mixed-per-plugin-licences` means.
314
+ * The **file `LICENSE`** in the root of this repository holds the same breakdown in full: the
315
+ per-plugin table, what each licence means for you, and an explicit note about the plugins that
316
+ granted no licence at all.
317
+ * The **generator code** of the project is under a separate licence.
318
+ * A user of this dataset must comply with the licence of the plugin each row came from.