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220,
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51,
40,
28,
8
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53,
12,
29,
8
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77,
29,
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31,
29,
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32,
29,
8
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18,
29,
8
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54,
29,
8
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19,
29,
8
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41,
29,
8
] | 128 | 128 | com.archyx.krypton.captcha.MapGenerator#generateCode | out |
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35,
51,
23,
8
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23,
29,
8
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70,
29,
8
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28,
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16,
29,
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31,
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28,
8
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29,
8
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29,
8
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8
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29,
8
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8
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29,
8
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8
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28,
8
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53,
58,
29,
8
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54,
29,
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74,
27,
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74,
29,
8
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29,
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29,
8
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83,
27,
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33,
29,
8
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61,
38,
29,
8
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21,
75,
29,
8
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38,
21,
29,
8
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17,
29,
8
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47,
75,
29,
8
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26,
28,
8
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28,
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29,
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29,
8
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29,
8
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29,
8
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27,
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8
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8
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29,
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CaptchaOCR — Minecraft anti-bot captchas as training data
Minecraft anti-bot captchas, re-rendered by this project's Java 21 generators and packed one image per Parquet row: image, answer, drawn text and answer band.
What's inside
- 20 captcha types from 13 upstream names — 6 pixel-faithful ports, 10 clean-room reimplementations, 4 reconstructions with no upstream plugin.
- 200,000 images, 10,000 per type, one Parquet row each, with every label field from
labels.jsonlin the same row. - 9 Parquet shards, 1.9 GiB — 30–248 MiB each, no loading script, no remote code.
roiin 12 of 20 types — 119,984 answer bands; the other 80,016 rows need the whole frame.
Gallery
Six examples of these types, answer under each image.
![]() Krypton/map — Wu43b |
![]() mapcha/map — ly8r |
![]() XProtect/code — 5dqnZ9 |
|---|---|---|
![]() LimboFilter/symbols — БЬ5 |
![]() GalleryCaptcha/ru-web — cVejm |
![]() CaptchaVerifyZ/map — AYKZB |
Quickstart
import io
from datasets import load_dataset
from PIL import Image
ds = load_dataset("Titlehhhh/captchaocr-dataset", split="train")
row = ds[0]
image = Image.open(io.BytesIO(row["image"])); print(row["answer"], row["roi"])
Filter one type, or read a shard with pyarrow
ds = load_dataset("Titlehhhh/captchaocr-dataset", split="train")
subset = ds.filter(lambda row: row["type_id"] == "out/haq/mapcha/map")
import pyarrow.parquet as pq
table = pq.read_table("data/train-00000-of-00009.parquet",
columns=["type_id", "answer"])
train-00000-of-00009.parquet is the first of 9 shards; the row order is
deterministic (tree, type, labels.jsonl order).
Fields
| column | type | meaning |
|---|---|---|
image |
binary |
raw PNG bytes; decode with PIL.Image.open(io.BytesIO(...)) |
file |
string |
file name inside the type directory (001.png …) |
type_id |
string |
type path, e.g. out/Archy-X/Krypton/map |
plugin |
string |
upstream plugin, e.g. haq/mapcha |
captcha |
string |
captcha style inside the plugin, e.g. map |
answer |
string |
what the player types into the answer field |
text |
string, nullable |
what is drawn on the image |
prompt |
string, nullable |
task text the plugin shows |
roi |
list<int32>, nullable |
answer band [x, y, w, h] |
width |
int32 |
PNG width in pixels |
height |
int32 |
PNG height in pixels |
source |
string |
upstream class and method that produced the style |
tree |
string |
out (Latin) or out_ru (Cyrillic) |
text is what is drawn; answer is what the player types. They differ in 3 types, where a solver step converts one to the other — train a recogniser on text, evaluate a solver on answer. roi is the answer band; when the band does not fit the frame, roi is null, so pass the whole image and never crop those rows.
Types
20 types from 13 upstream names. roi rows count rows with the band present; text ≠ answer counts rows where the drawn string differs from the typed answer.
All 20 types
| type_id | plugin | captcha | samples | roi rows | text ≠ answer | mode | license |
|---|---|---|---|---|---|---|---|
out/Archy-X/Krypton/map |
Archy-X/Krypton |
map |
10,000 | 10,000 | 0 | clean-room | No licence — all rights reserved |
out/InstantlyMoist/Captcha/textcaptcha |
InstantlyMoist/Captcha |
textcaptcha |
10,000 | 0 | 0 | faithful | MIT |
out/JSH32/Minecaptcha/map |
JSH32/Minecaptcha |
map |
10,000 | 10,000 | 0 | faithful | MIT |
out/LagBug/XProtect/code |
LagBug/XProtect |
code |
10,000 | 0 | 0 | faithful | MIT |
out/LagBug/XProtect/map |
LagBug/XProtect |
map |
10,000 | 0 | 0 | faithful | MIT |
out/haq/mapcha/map |
haq/mapcha |
map |
10,000 | 9,984 | 0 | faithful | MIT |
out/irootdev/AnBot/captcha |
irootdev/AnBot |
captcha |
10,000 | 0 | 0 | clean-room | GPL-3.0 |
out/jonesdevelopment/sonar/complex |
jonesdevelopment/sonar |
complex |
10,000 | 0 | 0 | clean-room | GPL-3.0 |
out/jonesdevelopment/sonar/legacy |
jonesdevelopment/sonar |
legacy |
10,000 | 0 | 0 | clean-room | GPL-3.0 |
out/jonesdevelopment/sonar/standard |
jonesdevelopment/sonar |
standard |
10,000 | 0 | 0 | clean-room | GPL-3.0 |
out/just-captcha/ProstoCaptcha/map |
just-captcha/ProstoCaptcha |
map |
10,000 | 10,000 | 0 | faithful | MIT |
out/ringoame196-s-mcPlugin/ReproductionCAPTCHA/map |
ringoame196-s-mcPlugin/ReproductionCAPTCHA |
map |
10,000 | 10,000 | 0 | clean-room | No licence file — all rights reserved |
out_ru/BotFilter/map |
BotFilter |
map |
10,000 | 0 | 0 | clean-room | BSD-2-Clause, no commercial hosting |
out_ru/CaptchaVerifyZ/map |
CaptchaVerifyZ |
map |
10,000 | 10,000 | 0 | clean-room | All rights reserved (Modrinth) |
out_ru/GalleryCaptcha/ru-numberword |
GalleryCaptcha |
ru-numberword |
10,000 | 10,000 | 10,000 | reconstructed | Not established (see source) |
out_ru/GalleryCaptcha/ru-numberword-caption |
GalleryCaptcha |
ru-numberword-caption |
10,000 | 10,000 | 10,000 | reconstructed | Not established (see source) |
out_ru/GalleryCaptcha/ru-symbols |
GalleryCaptcha |
ru-symbols |
10,000 | 10,000 | 0 | reconstructed | Not established (see source) |
out_ru/GalleryCaptcha/ru-web |
GalleryCaptcha |
ru-web |
10,000 | 10,000 | 0 | reconstructed | Not established (see source) |
out_ru/LimboFilter/map |
LimboFilter |
map |
10,000 | 10,000 | 10,000 | clean-room | AGPL-3.0 |
out_ru/LimboFilter/symbols |
LimboFilter |
symbols |
10,000 | 10,000 | 0 | clean-room | AGPL-3.0 |
This snapshot holds 20 of the 21 types in the generator tree. out_ru/LimboFilter/digits was rendered after the snapshot and is not published here.
License
Each row carries the license of the upstream plugin it came from, so the dataset as a whole is mixed (license_name: mixed-per-plugin-licences). Several upstream licenses forbid commercial hosting or reserve all rights, so check the table before you ship anything. Full text: LICENSE.
Licenses by upstream plugin
| plugin | types | samples | license | mode |
|---|---|---|---|---|
Archy-X/Krypton |
1 | 10,000 | No licence — all rights reserved | clean-room |
BotFilter |
1 | 10,000 | BSD-2-Clause, no commercial hosting | clean-room |
CaptchaVerifyZ |
1 | 10,000 | All rights reserved (Modrinth) | clean-room |
GalleryCaptcha |
4 | 40,000 | Not established (see source) |
reconstructed |
InstantlyMoist/Captcha |
1 | 10,000 | MIT | faithful |
JSH32/Minecaptcha |
1 | 10,000 | MIT | faithful |
LagBug/XProtect |
2 | 20,000 | MIT | faithful |
LimboFilter |
2 | 20,000 | AGPL-3.0 | clean-room |
haq/mapcha |
1 | 10,000 | MIT | faithful |
irootdev/AnBot |
1 | 10,000 | GPL-3.0 | clean-room |
jonesdevelopment/sonar |
3 | 30,000 | GPL-3.0 | clean-room |
just-captcha/ProstoCaptcha |
1 | 10,000 | MIT | faithful |
ringoame196-s-mcPlugin/ReproductionCAPTCHA |
1 | 10,000 | No licence file — all rights reserved | clean-room |
mode says how close the pixels are to the upstream plugin: faithful is a port of the upstream drawing code, clean-room is a reimplementation from the algorithm, reconstructed means no upstream plugin was available.
Provenance
- Every image is a re-render by the Java 21 generators in this repository, not a screenshot and not a copy.
- 6 types are pixel-faithful ports, 10 are clean-room reimplementations, 4 are reconstructed from reference screenshots.
- The generators are not seeded: this is one random render (2026-10-24). The labels and the generator code are the reproducible part.
- The upstream reference screenshots that guided the reconstructions are not published; they are other people's images.
- No image, page or answer from a third-party commercial service is included.
Limitations
- Synthetic images: fonts, noise and layout follow the plugin algorithms, not a live server, so expect a gap on real screenshots.
- 8 types have no
roi; there the answer band is not in the frame, so feed the whole image. - 3 types put a solver step between the drawn string and the answer; OCR alone does not solve them.
- Other anti-bot plugins are not represented: the snapshot stops at the types listed above.
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