alix-tz/noisy-gt-xxx-words

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, also the data was processed prior to generating images with the TextRecognitionDataGenerator.

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.

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 ([email protected])