TextBalloon Computer Vision Project
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Here are a few use cases for this project:
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Comic Translation: "TextBalloon" could be used to identify and isolate text in speech bubbles to be translated to different languages, thereby increasing accessibility of manga and comic books.
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Accessibility Tool: The model could be utilized in creating audiobooks or text-to-speech versions of comics. With this technology, visually impaired readers could enjoy hearing texts within comics.
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Comic Content Filtering: The model could help parents and educators identify text content within comics suitable or unsuitable for certain age groups by spotting potentially inappropriate language or themes.
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Comic Content Analysis: Researchers studying comic books or the manga industry could use "TextBalloon" to analyze the language, themes, or even frequency of certain words or phrases that appear in these works.
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Metadata Generation for Comic Libraries: "TextBalloon" could assist in creating a searchable database or library of comics. It could extract texts from the comics and create descriptive metadata, allowing users to search for specific titles, characters, quotes, or themes.
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Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
textballoon_dataset,
title = { TextBalloon Dataset },
type = { Open Source Dataset },
author = { AC },
howpublished = { \url{ https://universe.roboflow.com/ac-jrl3l/textballoon } },
url = { https://universe.roboflow.com/ac-jrl3l/textballoon },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { feb },
note = { visited on 2025-02-16 },
}