Dataset Card for anime-faces

  Dataset Summary

This is a dataset consisting of 21551 anime faces scraped from www.getchu.com, which are then cropped using the anime face detection algorithm in https://github.com/nagadomi/lbpcascade_animeface. All images are resized to 64 * 64 for the sake of convenience. Please also cite the two sources when using this dataset. Some outliers are still present in the dataset: Bad cropping results Some non-human faces. Feel free to contribute… See the full description on the dataset page: https://huggingface.co/datasets/huggan/anime-faces.

Description

The ✨🌸 Anime Face Dataset 🌸✨ is a comprehensive collection of high-quality images of popular anime characters. This dataset is ideal for training machine learning models for facial recognition, emotion detection, and other applications in the field of anime character analysis. Each folder within the dataset contains images of a specific character, ensuring that all images are categorized and easy to access.

Anime Face

## Overview

Anime Face is a dataset for object detection tasks - it contains Face annotations for 6,148 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Dataset

This dataset was created by Sébastien

Contents

Introduction

Although various Danbooru datasets have already been uploaded to Kaggle, the high-resolution face dataset was not uploaded separately, so I uploaded it with the consent of the author.

I hope that various studies related to the creation of anime faces will be conducted conveniently.

Description

The final 512px portrait dataset (with portrait crops, improved filtering via solo, & discriminator ranking for cleaning) is available for download via rsync (16GB, n = 302,652)

rsync --verbose --recursive rsync://78.46.86.149:873/biggan/portraits/ ./portraits/

Reference

Gwern Branwen, Anonymous, & The Danbooru Community; “Danbooru2019 Portraits: A Large-Scale Anime Head Illustration Dataset”, 2019-03-12. Web. Accessed [DATE] https://www.gwern.net/Crops#danbooru2019-portraits

@misc{danbooru2019Portraits,
  author = {Gwern Branwen and Anonymous and Danbooru Community},
  title = {Danbooru2019 Portraits: A Large-Scale Anime Head Illustration Dataset},
  howpublished = {\url{https://www.gwern.net/Crops#danbooru2019-portraits}},
  url = {https://www.gwern.net/Crops#danbooru2019-portraits},
  type = {dataset},
  year = {2019},
  month = {March},
  timestamp = {2019-03-12},
  note = {Accessed: DATE} }

Related Dataset in Kaggle

• Tagged Anime Illustrations

puruchinera/anime-faces-256 dataset hosted on Hugging Face and contributed by the HF Datasets community

The Anime Faces dataset is a collection of over 100,000 high-quality anime-style face images, spanning different years ranging from 2000-2021. The images feature a wide variety of colors, styles, and expressions, making it a valuable resource for researchers and enthusiasts interested in exploring the nuances of anime art. It is designed for use in developing generative adversarial networks (GANs) or other deep learning models to generate new anime-style images. Researchers and developers can use this dataset to train and test these models and explore various techniques for generating new and unique anime-style images.

Shio-Koube/Anime-face-reupload dataset hosted on Hugging Face and contributed by the HF Datasets community

dataset has been acquired from @mirav and @p1atdev 🤗 this is a datasets compatible version of https://huggingface.co/datasets/mirav/anime-synthetics

Context

This dataset is often used for varying projects with anime faces. I will keep this dataset up-to-date and clean, along with including fun scripts for generating anime waifus!

Content

This dataset has 63,632 "high-quality" anime faces... but let's be real... all anime girls are high-quality. https://raw.githubusercontent.com/Mckinsey666/Anime-Face-Dataset/master/test.jpg" alt="anime girls">

Acknowledgements

Based on: Mckinsey666's dataset

Inspiration

I just want to generate perfect waifus. It's a simple dream. I will expand and alter this dataset to move towards a pure dataset of cute female anime faces.

Example Output

In the Starter: Anime Face Dataset kernel, you will find the code to create this: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F3234333%2F2dc6961dda3737c24e0f5bd3e602f011%2Freal%20vs%20fake1.png?generation=1570995411099796&alt=media" alt="real vs fake images">

Anime Faces

## Overview

Anime Faces is a dataset for object detection tasks - it contains Anime Faces annotations for 612 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Anime Face Colorization Dataset

  Overview

This dataset is designed for anime face colorization tasks using diffusion models and photo-sketch correspondence techniques. It provides a structured collection of reference images and corresponding sketches, enabling researchers and developers to explore various AI-assisted colorization techniques.

Curated by: Axel Delaval, Adama Koïta License: CC BY 4.0

Read the paper: Sketch Colorization Using Diffusion Models… See the full description on the dataset page: https://huggingface.co/datasets/ComputerVisionAnimeProject/AnimeFaceColorization.

*Dataset Contents: 135,027 Anime Faces (all jpgs in same size of 96x96)

*Original Usage: HW6 Diffusion Model, ML2023-spring-Hung-yi-Lee

*Data Source: https://www.kaggle.com/datasets/b07202024/diffusion; https://www.kaggle.com/datasets/splcher/animefacedataset/data; https://crypko.ai/en/create/generate.

• Display: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F10360402%2F999aa6b938e8dda56a941970905b7022%2F1716021836693.jpg?generation=1716021873665340&alt=media" alt="Display of Dataset">

Original dataset from https://www.kaggle.com/datasets/subinium/highresolution-anime-face-dataset-512x512 This is a processed version of that dataset where the images are cropped into tall aspect ratio removing the cropping stripes.

Image size: 384x480

From the original source

"Although various Danbooru datasets have already been uploaded to Kaggle, the high-resolution face dataset was not uploaded separately, so I uploaded it with the consent of the author.

I hope that various studies related to the creation of anime faces will be conducted conveniently."

License: Data files © Original Authors

Anime Faces Pixelized

Pixel-art conversion of images generated from aipracticecafe/minoruskor. This dataset was prepared with WuZongWei6/Pixelization implementation.

  Files

Split: train Images: 48167 Parquet shards: 7

Each row contains only:

image: decoded by Hugging Face Datasets as an image feature. tags: source text tags/caption for that image.

Dataset

This dataset was created by Abhishek S Pillai

Contents

Anime Faces Pixelized

Pixel-art conversion of images generated from data/pixelized/aipracticecafe-anime-faces-256px-grid. This dataset was prepared with anime-pixel-dataset and the upstream WuZongWei6/Pixelization implementation. Review the source dataset license and Pixelization's non-commercial scientific research license before publishing or using the uploaded result.

  Files

Split: train Images: 48167 Parquet shards: 4

Each row contains only:

image: decoded… See the full description on the dataset page: https://huggingface.co/datasets/nullHawk/anime-pixel-art-aipracticecafe-grid.

https://www.kaggleusercontent.com/kf/87074604/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..U2VzYZFX1e-hlx414Cpn3A.uZV1J5UMBWVub0VN_zaP9keaDCmmIZsjkXZx5ifNv0m777-w72UjMyjNp_ARCREY2HX0VfMQ34yYiUjpb54lZuZbSYkPw4pU0mxqrEpYVKFleAO3qYO3qIAO9uu82Jg7QcnTGb22GiZPjZlLaYkZ-QoAvAjxZ3ixS1fD6CVYZcnUarL4x7tT1_j-YiTpqY1Odho6Vvvf_r54MKquVbo3cL5ZHa5HAu3XC9wm-u5_naBggbnsYbj-yI31C0p_0rOXGx5to1EA9ifBLjircVLFHCH4HLA-WUy9T2IwefKM6JcikW9-clalWA4rVKFP0mhIIiS1sPcGb8Ik1jRVkNv6Y01rAE0llcIRadOirJM8lPuzkx80o5aSVzpNxlOFZDDgoU85w1YoduclI6ebcQSAk7FfbarwTrIGlbGKkQApbn80oCtGiTyFD99XdovZ-2Iop5PhaoVPybu52vZUOIx3DjsW-l041Ux-tX0LLehQTp3DUq9Bj041kN3gsoB369987ginADlOFWYuhkUsUPWI_3HaYRNPKxw1rqm8GZxlfVspjFGTWMyFT46bs9L7NeSH2qDRW7aIyucAWineHBOwROobialIvFq6jpVzkVX9zrS1BhL5JFrqq5kcoX3Qdh8ID4geQ3zS8wQZ01S2huNP9O55jElvNFToTkc9ubSuT7o.k4G00M8cRIAV2gza3un_EA/yolov5/runs/train/exp/val_batch2_pred.jpg" alt="">

Context

This dataset contains 6640 anime images crawled from pixiv top 100 daily rankings. The author of the dataset used nagadomi's face detector for anime/manga using OpenCV.

The original dataset was converted into YOLOv5 PyTorch TXT Annotation Format and split into 80/10/10 on train, test and valid using roboflow.

Acknowledgements

Original dataset by qhgz2013

Inspiration

Your data will be in front of the world's largest data science community. What questions do you want to see answered?

artdwn/anime dataset hosted on Hugging Face and contributed by the HF Datasets community

wykonos/anime dataset hosted on Hugging Face and contributed by the HF Datasets community