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End of preview. Expand in Data Studio
KaptchaOCR synthetic glyph-detection dataset
Synthetic CAPTCHA images with per-character bounding boxes, used to fine-tune the glyph detectors in KaptchaOCR.
Every image and box is produced by the project's gen_det generator. The
generator tracks each glyph through wave distortion and rotation, so the labels
are exact and no manual annotation is involved.
This dataset contains no real CAPTCHA images and no personal data.
Splits
| Split | Images | Boxes | Purpose |
|---|---|---|---|
train |
20,000 | 90,000 | fine-tune |
val |
200 | 900 | comparison set |
val2 |
200 | 900 | second reference |
val_line |
200 | 901 | line evaluation |
val_clean |
50 | 225 | pipeline sanity check |
test |
400 | 1,800 | benchmark |
Columns
image— 320×160 PNG canvas.text— all characters in the image, concatenated.objects— one entry per glyph:bbox—[x_min, y_min, width, height]in pixels (COCO format)category— the character
quads— exact glyph quad as four[x, y]points.
Usage
from datasets import load_dataset
ds = load_dataset("zaltahir/kaptchaocr-det", split="train")
row = ds[0]
print(row["text"], row["objects"])
Image format
- 320×160 PNG canvases
- scattered glyphs, English + Chinese characters
- random wave distortion, rotation, color, noise and background
License
Apache-2.0. The images and boxes are generated by the KaptchaOCR project. Fonts are used only to render the synthetic images; no font files are included.
Links
- Downloads last month
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