Dataset of Anya Forger/アーニャ/AnyaForger (Spy × Family)

This is the dataset of Anya Forger/アーニャ/AnyaForger (Spy × Family), containing 798 images and their tags.

The core tags of this character are pink_hair, medium_hair, green_eyes, ahoge, 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	798	449.41 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	798	449.13 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1362	766.88 MiB	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/anya_forger_spyxfamily',
    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

List of tag clustering result, maybe some outfits can be mined here.

Raw Text Version

#	Samples	Tags
0	5	1boy, 1girl, black_dress, child, hairpods, open_mouth, eden_academy_school_uniform, meme, solo_focus, blurry, indoors, white_shirt, outdoors
1	14	1girl, child, collared_shirt, eden_academy_school_uniform, hairpods, meme, solo, white_shirt, looking_at_viewer, black_dress, closed_mouth, indoors, upper_body
2	6	1girl, black_dress, child, eden_academy_school_uniform, gold_trim, hairpods, long_sleeves, meme, solo, collared_shirt, looking_at_viewer, white_shirt, half-closed_eyes, upper_body, closed_mouth, indoors, smile
3	5	1girl, black_dress, black_headwear, child, collared_shirt, eden_academy_school_uniform, gold_trim, hat, long_sleeves, solo, white_shirt, backpack, closed_mouth, hairpods, holding_strap, meme, outdoors, smile, blurry_background, brown_bag, closed_eyes, facing_viewer, looking_to_the_side, upper_body
4	5	1girl, child, hairpods, looking_at_viewer, meme, indoors, peeking_out, solo
5	17	1girl, child, hairpods, meme, solo, black_dress, open_mouth, collarbone, indoors, upper_body, looking_at_viewer, ribbon, blurry
6	5	1girl, black_dress, black_footwear, hairpods, smile, solo, white_socks, closed_mouth, looking_at_viewer, child's_drawing, kneeling, shoes
7	12	child, hairpods, open_mouth, 1girl, :d, black_dress, solo, upper_teeth_only, looking_at_viewer, upper_body, blush, arms_up
8	5	1girl, child, close-up, hairpods, indoors, meme, blurry_background, eyelashes, solo, anime_coloring, looking_at_viewer, parody, portrait
9	10	1girl, black_dress, child, full_body, hairpods, shoes, solo, white_socks, black_footwear, bobby_socks, open_mouth, standing, shadow, white_ribbon
10	17	1girl, child, coat, hairpods, meme, solo, long_sleeves, fur_trim, open_mouth, upper_body, looking_at_viewer, teeth
11	7	1girl, child, meme, solo, wide-eyed, hairpods, open_mouth, sweat, constricted_pupils, scared, scene_reference
12	5	1girl, black_dress, chair, child, hairpods, indoors, long_sleeves, sitting, solo, holding_pencil, paper, table, meme, :o, closed_eyes, closed_mouth, looking_at_viewer, mug, open_mouth, white_bow
13	6	1boy, child, hairpods, meme, 1girl, closed_mouth, eden_academy_school_uniform, solo_focus, indoors, wavy_mouth
14	14	1girl, brown_headwear, deerstalker, child, cosplay, detective, solo, brown_capelet, long_sleeves, meme, indoors, wide-eyed, closed_mouth, coat, constricted_pupils, holding_magnifying_glass, open_mouth, parody
15	6	1girl, child, indoors, solo, blue_pajamas, long_sleeves, nightcap, star_print, closed_eyes, blue_headwear, closed_mouth, hairpods, standing, wavy_mouth
16	5	1girl, child, nightcap, pillow, solo, blue_pajamas, indoors, sleeping, star_print, under_covers, long_sleeves, open_mouth, stuffed_animal, closed_eyes, closed_mouth, drooling, on_bed, on_side, smile

Table Version

#	Samples	1boy	1girl	black_dress	child	hairpods	open_mouth	eden_academy_school_uniform	meme	solo_focus	blurry	indoors	white_shirt	outdoors	collared_shirt	solo	looking_at_viewer	closed_mouth	upper_body	gold_trim	long_sleeves	half-closed_eyes	smile	black_headwear	hat	backpack	holding_strap	blurry_background	brown_bag	closed_eyes	facing_viewer	looking_to_the_side	peeking_out	collarbone	ribbon	black_footwear	white_socks	child's_drawing	kneeling	shoes	:d	upper_teeth_only	blush	arms_up	close-up	eyelashes	anime_coloring	parody	portrait	full_body	bobby_socks	standing	shadow	white_ribbon	coat	fur_trim	teeth	wide-eyed	sweat	constricted_pupils	scared	scene_reference	chair	sitting	holding_pencil	paper	table	:o	mug	white_bow	wavy_mouth	brown_headwear	deerstalker	cosplay	detective	brown_capelet	holding_magnifying_glass	blue_pajamas	nightcap	star_print	blue_headwear	pillow	sleeping	under_covers	stuffed_animal	drooling	on_bed	on_side
0	5	X	X	X	X	X	X	X	X	X	X	X	X	X
1	14		X	X	X	X		X	X			X	X		X	X	X	X	X
2	6		X	X	X	X		X	X			X	X		X	X	X	X	X	X	X	X	X
3	5		X	X	X	X		X	X				X	X	X	X		X	X	X	X		X	X	X	X	X	X	X	X	X	X
4	5		X		X	X			X			X				X	X																X
5	17		X	X	X	X	X		X		X	X				X	X		X															X	X
6	5		X	X		X										X	X	X					X													X	X	X	X	X
7	12		X	X	X	X	X									X	X		X																						X	X	X	X
8	5		X		X	X			X			X				X	X											X																	X	X	X	X	X
9	10		X	X	X	X	X									X																				X	X			X										X	X	X	X	X
10	17		X		X	X	X		X							X	X		X		X																																		X	X	X
11	7		X		X	X	X		X							X																																										X	X	X	X	X
12	5		X	X	X	X	X		X			X				X	X	X			X									X																																	X	X	X	X	X	X	X	X
13	6	X	X		X	X		X	X	X		X						X																																																					X
14	14		X		X		X		X			X				X		X			X																											X							X			X		X												X	X	X	X	X	X
15	6		X		X	X						X				X		X			X									X																						X																			X							X	X	X	X
16	5		X		X		X					X				X		X			X		X							X																																																X	X	X		X	X	X	X	X	X	X

Datasets:

CyberHarem
/

anya_forger_spyxfamily