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elements in manga Computer Vision Project

Diploma thesis

Updated a year ago

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Tags
Object Detection Model yolov8s yolov8 snap
Classes (6)
chibi
cry
focus
kimono
movement
vein

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Description

Here are a few use cases for this project:

  1. Manga Content Curation: Utilize the "elements in manga" computer vision model to categorize manga based on specific visual features (cry, vein, chibi, kimono, focus, movement), making it easier for readers to discover content according to their interests and preferences.

  2. Automatic Manga Translation Assistance: Assist translators working on manga localization by identifying key visual elements (cry, vein, chibi, kimono, focus, movement) to inform an accurate and culturally sensitive translation of the material, preserving the original artistic intent.

  3. Artistic Style Analysis: Compare and contrast different manga artists' styles and techniques by analyzing the use of key visual elements (cry, vein, chibi, kimono, focus, movement) in their creations, providing valuable insights for aspiring manga creators and enthusiasts.

  4. Manga Storytelling Aid: Enhance storytelling in manga creation by using the "elements in manga" computer vision model to analyze the impact of specific visual elements (cry, vein, chibi, kimono, focus, movement) on storytelling, pacing, and emotional impact.

  5. Manga Comics Accessibility: Improve accessibility for visually impaired readers by combining the "elements in manga" computer vision model with natural language processing to generate detailed and accurate image descriptions based on the presence of key visual elements (cry, vein, chibi, kimono, focus, movement), making manga content more accessible through screen readers or braille displays.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            elements-in-manga_dataset,
                            title = { elements in manga Dataset },
                            type = { Open Source Dataset },
                            author = { Diploma thesis },
                            howpublished = { \url{ https://universe.roboflow.com/diploma-thesis/elements-in-manga } },
                            url = { https://universe.roboflow.com/diploma-thesis/elements-in-manga },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-11-05 },
                            }

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