AnimeHeads Computer Vision Project
AnimeHeads Object Detection Dataset
The AnimeHeadsv3 Object Detection Dataset is a collection of anime and art images, including manga pages, that have been annotated with object bounding boxes for use in object detection tasks. This dataset was used to train the final version of the Anime Object Detection Models, based on the YOLOv8l architecture.
Contents
The dataset contains a total of 8037 images, split into training, validation, and testing sets. The images were collected from various sources and include a variety of anime and art styles, including manga.
Each annotation file containing the bounding box coordinates and label for each object in the corresponding image. Dataset has only one class named "head"
Usage
To use this dataset for object detection tasks, you can download the dataset files and annotations and use them to train your own object detection model.
Pre-trained models based on this dataset are available on Hugging Face at the following link:
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.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
animeheads_dataset,
title = { AnimeHeads Dataset },
type = { Open Source Dataset },
author = { nyuuzyou },
howpublished = { \url{ https://universe.roboflow.com/nyuuzyou/animeheads } },
url = { https://universe.roboflow.com/nyuuzyou/animeheads },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { may },
note = { visited on 2024-06-25 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the AnimeHeads project in your project.
Source
Last Updated
a year ago
Project Type
Object Detection
Subject
Views: 211
Downloads: 12
