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Datasets:
alix-tz
/
noisy-gt-xxx-words-train-only

Tasks:
Image-to-Text
Modalities:
Image
Text
Formats:
parquet
Languages:
French
Size:
1K - 10K
Tags:
Synthetic
print
automatic-text-recognition
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files Community
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  1. README.md +49 -0
  2. test/page-1.sido_colette.parquet +3 -0
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README.md ADDED
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+
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+ ---
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+ license: cc-by-4.0
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+ task_categories:
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+ - image-to-text
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+ language:
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+ - fr
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+ tags:
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+ - synthetic
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+ - print
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+ - automatic-text-recognition
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+ size_categories:
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+ - 1K<n<10K
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+ pretty_name: Noisy Ground Truth - Words Replaced with XXX in Train Split only
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+ ---
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+
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+ # Noisy Ground Truth - Words Replaced with XXX in Train Split only
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+
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+ 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/).
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+
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+ In Noisy Ground Truth - Words Replaced with XXX in Train Split only, each variation column is affected by the noise, without considering the split between train, validation and test.
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+
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+ ## Dataset Description
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+
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+ - created by: Alix Chagué
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+ - license: CC BY 4.0
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+ - languages: French
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+
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+ ## Data structure
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+
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+ The dataset is composed of the following columns:
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+
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+ - `gold`: the original text
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+ - `source`: identifies the original work from which the text was extracted
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+ - ex: "sido-colette" means that the text was extracted from Colette's *Sido* (or *Les Vignes*)
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+ - `MW-F`: the first word is replaced with XXX
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+ - `MW-L`: the last word is replaced with XXX
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+ - `MW-50`: half of the words are replaced with XXX, chosen randomly
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+ - `MW-50-L`: half of the words are replaced with XXX, chosen from the end of the text
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+ - `MW-1`: one word is replaced with XXX, chosen randomly
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+ - `MW-1-POS`: position of the word replaced with XXX in MW-1, "-2" means that no word is missing
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+ - `n_line`: number identifying the line in page # `n_page`
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+ - `n_page`: number identifying the page (the page changes every 25 lines)
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+ - `split`: split between train, validation and test (applied at page level)
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+ - `im`: image
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+
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+ ## Dataset Card Contact
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+
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+ Alix Chagué ([email protected])
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