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TextSynth-100k
A synthetic dataset for training image captioning and text recognition (OCR) models. 100,000 images with text in 10 languages, in different colors, fonts, and on different backgrounds.
What's inside
- 100,000 images sized 224×224, JPG format.
- 200 unique texts in 10 languages.
- 30 text colors and 12 background colors.
- Various Windows fonts: Arial, Times New Roman, Courier New, Calibri, Cambria, Georgia, and others.
- Different font sizes — from 28 to 90 pt.
- Text rotations: 0°, ±15°, ±30°.
- Captions in the format:
the text <text> is written in <color> on a <background> background.
Languages
| Language | Example |
|---|---|
| Russian | привет, мир, кот, собака, дом |
| English | hello, world, cat, dog, house |
| Spanish | hola, mundo, gato, perro, casa |
| French | bonjour, monde, chat, chien, maison |
| German | hallo, welt, katze, hund, haus |
| Italian | ciao, mondo, gatto, cane, casa |
| Portuguese | olá, mundo, gato, cachorro, casa |
| Chinese | 你好, 世界, 猫, 狗, 房子 |
| Japanese | こんにちは, 世界, 猫, 犬, 家 |
| Korean | 안녕, 세계, 고양이, 개, 집 |
Structure
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