datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
anime-scenes-vidAnime-LineArt-Dataset
Anime Lineart Sketch Dataset
Dataset Summary
This dataset contains high-quality lineart sketch images automatically extracted from raw anime images using the LineartAnimeDetector model from ControlNet Annotators (lllyasviel/Annotators).
It is designed to support research and development in:
Anime-style sketch generation
Text-to-sketch pipelines
ControlNet conditioning
Sketch-to-image and image-to-sketch translation
The raw source images are sourced from the Anime Images… See the full description on the dataset page: https://huggingface.co/datasets/ityizNola/Anime-LineArt-Dataset.anime_wallpapersIwara_MMD_all
For English readers, please see the English README.
Iwara 全站视频数据集 - Iwara Full-Site Video Dataset
⚠️ 内容警告：此数据集源于 Iwara.tv，其中可能包含成人内容 (NSFW/R-18)。请在合适的环境下使用。
数据集描述
本项目包含了自 Iwara.tv 建站至 2025年6月15日 的所有公开视频，总大小超过 30TB。Iwara.tv 是一个以 MikuMikuDance (MMD) 视频创作为主的分享社区。此数据集旨在为计算机视觉、数据分析、推荐系统等领域的研究人员提供素材。
与视频文件配套的元数据（如标题、作者、标签等）已被分离至另一个仓库，请访问：ACCA225/iwara_metadata
数据结构
数据集的视频文件按 年/年-月 的目录格式进行组织，例如 2024/2024-06 文件夹内包含了2024年6月上传的所有视频。数据集具体大小见末尾一些说明
下载方法：… See the full description on the dataset page: https://huggingface.co/datasets/AnimeFans/Iwara_MMD_all.baby-animeData taken from one file in the danbooru/animelover data set
japanese-anime-speech-v2
Japanese Anime Speech Dataset V2
日本語はこちら
japanese-anime-speech-v2 is an audio-text dataset designed for training automatic speech recognition models.
The dataset comprises 292,637 audio clips and their corresponding transcriptions from various visual novels.
This dataset is not an updated version of japanese-anime-speech-v1.
For that reason, most of the audio from japanese-anime-speech-v1 is not included in this dataset.
The goal of this dataset is to increase the accuracy of… See the full description on the dataset page: https://huggingface.co/datasets/joujiboi/japanese-anime-speech-v2.subsplease_animesThis is an integration database of subsplease, myanimelist and nyaasi. You can know which animes are the hottest ones currently, and which of them have well-seeded magnet links.
This database is refreshed daily.
Current Animes
957 animes, 12971 episodes in total, Last updated on: 2025-09-26 08:03:00 UTC.
ID
Post
Bangumi
Type
Episodes
Status
Score
Nyaasi
Magnets
Seeds
Downloads
Updated At
56854
Mushoku no Eiyuu
TV
1 / ?
Not yet aired
N/A
Search
Download
606
7595
2025-09-24… See the full description on the dataset page: https://huggingface.co/datasets/deepghs/subsplease_animes.Anime-Background-Finetuning-V1.1
Anime-Background-Finetuning (10143 manually curated by hand images from danbooru and reddit collections)
The dataset contain roughly 2k of anime Screencap data and 8k of scrapped danbooru illustration data.
This is the proccessed version of the dataset meant to be used for my personal finetuning practice project, please visit my RicemanT/Background-Finetuning repo for the raw unprocessed data that you can process yourself.
The dataset have two minor type of processing being done… See the full description on the dataset page: https://huggingface.co/datasets/RicemanT/Anime-Background-Finetuning-V1.1.Anime-Background-Finetuning-V1.1
Anime-Background-Finetuning (10143 manually curated by hand images from danbooru and reddit collections)
The dataset contain roughly 2k of anime Screencap data and 8k of scrapped danbooru illustration data.
This is the proccessed version of the dataset meant to be used for my personal finetuning practice project, please visit my RicemanT/Background-Finetuning repo for the raw unprocessed data that you can process yourself.
The dataset have two minor type of processing being done… See the full description on the dataset page: https://huggingface.co/datasets/HappyHenAi/Anime-Background-Finetuning-V1.1.anime-syntheticsMostly unfiltered anime-style images generated by various text to image models, collected from various sources (some were submitted for inclusion by their creators).
Includes a subset of p1atdev/niji-v5, albeit captioned differently than the source.
Contains 2224 image & caption pairs.
As it is unfiltered, some adult content may be included.
Captions may not be completely accurate.
If you wish to submit content, do it as a pull request.
anime_dbrating
Anime Danbooru Rating Dataset
Summary
This dataset provides comprehensive danbooru rating classifications for anime-style images, organized into four distinct categories based on content safety levels. The dataset contains over 1.2 million images distributed across explicit, general, questionable, and sensitive rating classes, making it ideal for training content moderation systems and image classification models specifically tailored for anime and manga-style… See the full description on the dataset page: https://huggingface.co/datasets/deepghs/anime_dbrating.animetext-ocrAnim-EAnime-Background-Finetuning-Unprocessed
Anime-Background-Dataset (10143 manually curated by hand images from danbooru and reddit collections)
The dataset contain roughly 2k of Screencap data and 8k of scrapped danbooru illustration data.
It is all raw unprocessed data, the illust folder contain scrapped danbooru tags sidecar .txt on most of the images, while the screencap have non. The processed data is being worked on a seperate repo (Anime-Background-Finetuning)
animesfw
Dataset Card for "animesfw"
More Information needed
GenIaC-SecBench
GenIaC-SecBench
A benchmark for evaluating the security of LLM-generated Infrastructure-as-Code
(IaC) against a size-matched human baseline.
Paper: Compared to What? A Human-Anchored Security Benchmark for LLM-Generated
Infrastructure-as-Code (arXiv:2608.28021)
Code: https://github.com/AnimeshShaw/GenIaC-SecBench
Why this dataset exists
Prior evaluations of generated IaC report vulnerability counts for models
only. Stating that a model averages eight findings per… See the full description on the dataset page: https://huggingface.co/datasets/AnimeshShaw/GenIaC-SecBench.AnimeText
AnimeText: A Large-scale Dataset for Robust Complex Anime Scene Text Detection
Figure 1： Dataset examples.
Dataset Summary
AnimeText is a large-scale dataset for anime scene text detection, containing 735K images and 4.2M annotated text blocks. Unlike existing natural scene or document-centric text detection datasets, AnimeText focuses on text in anime scenes, which typically features diverse styles, irregular arrangements, and can be easily confused with… See the full description on the dataset page: https://huggingface.co/datasets/deepghs/AnimeText.anime_pretraining_2japanese-anime-speech
Japanese Anime Speech Dataset
日本語はこちら
japanese-anime-speech is an audio-text dataset designed for the training of automatic speech recognition models. The dataset is comprised of thousands of audio clips and their corresponding transcriptions from different visual novels.
The goal of this dataset is to increase the accuracy of automatic speech recognition models, such as OpenAI's Whisper, in accurately transcribing dialogue from anime and other similar Japanese media. This genre is… See the full description on the dataset page: https://huggingface.co/datasets/joujiboi/japanese-anime-speech.anime-faces
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.lora-anime-datasetanime-art-curated
anime-art-curated
A curated WebDataset of anime / digital illustration images with Danbooru-style
text tags, intended as a clean training corpus for text-to-image and
illustration-style model fine-tuning.
Provenance
This dataset is a filtered re-publication of an earlier dataset
(advokat/artist390k, now deleted) which was itself algorithmically curated
from broader booru sources by selecting popular images. The original source
inadvertently contained material that the… See the full description on the dataset page: https://huggingface.co/datasets/advokat/anime-art-curated.anime-with-gpt4v-caption-for-lora
Anime style image - text by GPT4V small dataset
The text is as follows:
This is a charming anime-style illustration featuring a young girl as the main subject. The image predominantly uses a soft, pastel color palette, creating a gentle and whimsical ambiance. The main character has light blonde hair styled in two low twintails, secured with what could be interpreted as dark-colored hair ties or ribbons. She has large expressive blue eyes and a demure expression, with… See the full description on the dataset page: https://huggingface.co/datasets/alfredplpl/anime-with-gpt4v-caption-for-lora.anime-captionsanime-bgAnime background and wallpaper images based on skytnt/anime-segmentation.
Archived with indexed tar files, you can easily download any of these images with hfutils or dghs-imgutils library.
For example:
from imgutils.resource import get_bg_image_file, random_image
# get and download this background image file
# return value should be the local path of given file
get_bg_image_file('000001.jpg')
# random select one background image from deepghs/anime-bg
random_image()
See Documentation of… See the full description on the dataset page: https://huggingface.co/datasets/deepghs/anime-bg.AnimeStaplesanime_corpusAnime-datasetThis tadaset is perfect for training hypernet models, or dreambooth.
Noob2EDIT
NOOB2EDIT GameCG 编辑对数据集（WebDataset 分片）
HF 仓库：AnimeNexaLaxCore/Noob2EDIT，公开、人工审核开放。仓库内 data/ 下是分片、旁路表和 manifest.json，demo/ 是加载器适配用的演示包。
来源：ModelScope niangao233/NOOB2EDIT_GAMECG_15M（hitomi gamecg 画廊，按相似度聚类成组）。
本目录是清洗、配对、VLM 标注后的训练用导出，格式为 WebDataset 分片，一个样本 = 一个差分组。
demo/ 下是给数据加载器适配用的小规模演示包，格式与正式分片完全一致。
1. 目录
wds/
├── README.md
├── manifest.json # 正式分片清单（增量更新）
├── noob2edit-cg-train-000000.tar # 分片：{family}-{split}-{index}
├──… See the full description on the dataset page: https://huggingface.co/datasets/AnimeNexaLaxCore/Noob2EDIT.touhou-images