elements in manga Object Detection Dataset and Pre-Trained Model by Diploma thesis

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Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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 2024-04-25 },
                            }