---
license: cc-by-4.0
task_categories:
- image-to-text
language:
- fr
tags:
- synthetic
- print
- automatic-text-recognition
size_categories:
- 1K<n<10K
pretty_name: Noisy Ground Truth - Words Replaced with XXX
---

# Noisy Ground Truth - Words Replaced with XXX

Dataset of synthetic data for experimentation with noisy ground truth. The text in the dataset is based on [Colette's *Sido* and *Les Vignes*](https://www.gutenberg.org/cache/epub/71251/pg71251.txt), also the data was processed prior to generating images with the [TextRecognitionDataGenerator](https://textrecognitiondatagenerator.readthedocs.io/en/latest/).

In Noisy Ground Truth - Words Replaced with XXX, each variation column is affected by the noise, without considering the split between train, validation and test.

## Dataset Description

- created by: Alix Chagué
- license: CC BY 4.0
- languages: French

## Data structure

The dataset is composed of the following columns:

- `gold`: the original text
- `source`: identifies the original work from which the text was extracted
  - ex: "sido-colette" means that the text was extracted from Colette's *Sido* (or *Les Vignes*)
- `MW-F`: the first word is replaced with XXX
- `MW-L`: the last word is replaced with XXX
- `MW-50`: half of the words are replaced with XXX, chosen randomly
- `MW-50-L`: half of the words are replaced with XXX, chosen from the end of the text
- `MW-1`: one word is replaced with XXX, chosen randomly
- `MW-1-POS`: position of the word replaced with XXX in MW-1
- `n_line`: number identifying the line in page # `n_page`
- `n_page`: number identifying the page (the page changes every 25 lines)
- `split`: split between train, validation and test (applied at page level)
- `im`: image

## Dataset Card Contact

Alix Chagué (first.last@inria.fr)