README.md

metadata

license: mit
task_categories:
  - text-to-image
tags:
  - art
  - not-for-all-audiences
size_categories:
  - n<1K

Dataset of w/W/W (Arknights)

This is the dataset of w/W/W (Arknights), containing 500 images and their tags.

The core tags of this character are horns, short_hair, bangs, breasts, grey_hair, demon_horns, red_eyes, medium_breasts, white_hair, ahoge, tail, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by DeepGHS Team(huggingface organization).

List of Packages

Name	Images	Size	Download	Type	Description
raw	500	1.02 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
stage3-800	1383	1.06 GiB	Download	IMG+TXT	3-stage cropped dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1339	1.05 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
stage3-1200	1383	1.68 GiB	Download	IMG+TXT	3-stage cropped dataset with the shorter side not exceeding 800 pixels.
stage3-p480-1200	1339	1.67 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.

Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code

import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
    repo_id='CyberHarem/w_arknights',
    repo_type='dataset',
    filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
    zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
    print(item.image, item.meta['filename'], item.meta['tags'])

List of Clusters

Raw Text Version

#	Samples	Img-1	Img-2	Img-3	Tags
0	6				multicolored_hair, orange_eyes
1	4				antenna_hair, multicolored_hair, orange_eyes, red_hair, yellow_eyes
2	4				multicolored_hair, red_hair, streaked_hair
3	4				large_breasts, multicolored_hair, orange_eyes, red_hair
4	4				antenna_hair, large_breasts, multicolored_hair, red_hair, two-tone_hair
5	5				antenna_hair, demon_tail, large_breasts, multicolored_hair, red_hair, demon_girl
6	3				multicolored_hair, orange_eyes, red_hair, two-tone_hair
7	3				demon_tail, large_breasts, multicolored_hair, orange_eyes
8	3				demon_girl, demon_tail, orange_eyes
9	3				demon_girl, demon_tail, multicolored_hair
10	6				large_breasts, multicolored_hair
11	5				demon_tail, large_breasts
12	3				antenna_hair, multicolored_hair
13	3				multicolored_hair, red_hair
14	10				large_breasts, yellow_eyes
15	13				demon_tail, orange_eyes
16	9				large_breasts, orange_eyes
17	4				hair_between_eyes, orange_eyes
18	3				demon_tail, double_bun, hair_bun, multicolored_hair, red_hair, two-tone_hair, antenna_hair, demon_girl, large_breasts
19	7				orange_eyes, yellow_eyes
20	4				antenna_hair, orange_eyes
21	3				hair_between_eyes, yellow_eyes
22	4				demon_tail, multicolored_hair
23	4				double_bun, hair_bun, large_breasts, red_hair
24	26				large_breasts
25	5				antenna_hair
26	10				multicolored_hair
27	17				yellow_eyes
28	6				hair_between_eyes
29	15				demon_tail
30	3				brown_eyes
31	3				red_hair

Table Version

#	Samples	Img-1	Img-2	Img-3	multicolored_hair	orange_eyes	antenna_hair	red_hair	yellow_eyes	streaked_hair	large_breasts	two-tone_hair	demon_tail	demon_girl	hair_between_eyes	double_bun	hair_bun	brown_eyes
0	6				X	X
1	4				X	X	X	X	X
2	4				X			X		X
3	4				X	X		X			X
4	4				X		X	X			X	X
5	5				X		X	X			X		X	X
6	3				X	X		X				X
7	3				X	X					X		X
8	3					X							X	X
9	3				X								X	X
10	6				X						X
11	5										X		X
12	3				X		X
13	3				X			X
14	10								X		X
15	13					X							X
16	9					X					X
17	4					X									X
18	3				X		X	X			X	X	X	X		X	X
19	7					X			X
20	4					X	X
21	3								X						X
22	4				X								X
23	4							X			X					X	X
24	26										X
25	5						X
26	10				X
27	17								X
28	6														X
29	15												X
30	3																	X
31	3							X