animetimm/zerochan-character-w640-ws-m200-100k

Zerochan Single-Character Webdataset 100k Sub-Dataset

This is the webdataset subset dataset for animetimm/zerochan-character-w640.

All the images here are guaranteed to be non-monochrome, single-person, single-headed, single-faced and have one primary character.

Can be used for single-label anime character classification training.

Images here are resized to min(width, height) <= 640.

Bounding boxes of faces, heads and persons are provided in the json metadata, in the form of (x0, y0, x1, y1), you can do some data augmentations on that.

How to Use It

from datasets import load_dataset

dataset = load_dataset('animetimm/zerochan-character-w640-ws-m200-100k')
print(dataset["train"][0])

Images

99120 images in total.

Split	Image Count	Total Size
train	79296	4.38 GB
test	9912	549 MB
val	9912	545 MB

Characters

1652 selected characters (50 of them shown) in total.

name	count	selected_count	train_count	test_count	val_count
Hatsune Miku	57419	60	48	6	6
Flandre Scarlet	6640	60	48	6	6
Akemi Homura	6514	60	48	6	6
Ganyu	6504	60	48	6	6
Hakurei Reimu	6419	60	48	6	6
Rem (Re:Zero)	5771	60	48	6	6
Hu Tao	5633	60	48	6	6
Kagamine Rin	5611	60	48	6	6
Megurine Luka	5504	60	48	6	6
Raiden Shogun	5218	60	48	6	6
Kaname Madoka	5132	60	48	6	6
Saber (Fate/stay night)	5034	60	48	6	6
Princess Peach	4798	60	48	6	6
Kagamine Len	4718	60	48	6	6
Houshou Marine	4703	60	48	6	6
Orihara Izaya	4658	60	48	6	6
Remilia Scarlet	4649	60	48	6	6
Kirisame Marisa	4419	60	48	6	6
Firefly (Honkai Star Rail)	4110	60	48	6	6
Konpaku Youmu	4034	60	48	6	6
Uzumaki Naruto	3915	60	48	6	6
Yae Miko	3811	60	48	6	6
Cirno	3774	60	48	6	6
Kinomoto Sakura	3738	60	48	6	6
Miki Sayaka	3735	60	48	6	6
Minato Aqua	3660	60	48	6	6
GUMI	3633	60	48	6	6
Tomoe Mami	3568	60	48	6	6
Amiya	3530	60	48	6	6
Izayoi Sakuya	3442	60	48	6	6
Kaito (Vocaloid)	3428	60	48	6	6
Yazawa Nico	3412	60	48	6	6
Mash Kyrielight	3399	60	48	6	6
Komeiji Koishi	3390	60	48	6	6
Uchiha Sasuke	3327	60	48	6	6
Heiwajima Shizuo	3319	60	48	6	6
Keqing	3290	60	48	6	6
Sakura Kyouko	3283	60	48	6	6
Kamisato Ayaka	3275	60	48	6	6
Souryuu Asuka Langley	3202	60	48	6	6
Joan Alter	3202	60	48	6	6
Patchouli Knowledge	3137	60	48	6	6
Sailor Moon (Character)	3129	60	48	6	6
Kuroko Tetsuya	3109	60	48	6	6
Minami Kotori	3086	60	48	6	6
Yor Briar	3039	60	48	6	6
Toujou Nozomi	3019	60	48	6	6
Foreigner (Abigail Williams)	2968	60	48	6	6
Usada Pekora	2964	60	48	6	6
Kochiya Sanae	2948	60	48	6	6

Citation

@inproceedings{zerochansinglecharacterwebdataset100ksubdataset,
  author = {narugo1992},
  title = {Zerochan Single-Character Webdataset 100k Sub-Dataset},
  year = {2025},
  url = {https://huggingface.co/narugo},
  note = {Dataset available at https://huggingface.co/datasets/animetimm/zerochan-character-w640-ws-m200-100k}
}