CyberHarem/shiina_mashiro_sakurasounopetnakanojo

Dataset of Shiina Mashiro (Sakurasou no Pet na Kanojo)

This is the dataset of Shiina Mashiro (Sakurasou no Pet na Kanojo), containing 580 images and their tags.

The core tags of this character are long_hair, blonde_hair, red_eyes, brown_eyes, 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	580	531.27 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	580	423.73 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1178	815.84 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	580	531.08 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1178	975.23 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/shiina_mashiro_sakurasounopetnakanojo',
    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	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	13						blazer, necktie, school_uniform, 1girl, solo_focus, skirt
1	18						1girl, school_uniform, solo, blazer, red_necktie
2	5						1girl, blazer, looking_at_viewer, necktie, school_uniform, solo, upper_body, blush
3	7						1girl, red_necktie, school_uniform, solo, white_shirt, blurry, closed_mouth, collared_shirt, upper_body, bangs, looking_at_viewer, chain-link_fence, outdoors, sweater_vest
4	13						1girl, anime_coloring, solo, bangs, closed_mouth, blurry_background, looking_at_viewer, portrait, parody, close-up
5	12						1girl, solo, upper_body, collarbone, bangs, closed_mouth, looking_at_viewer, shirt, anime_coloring, expressionless
6	19						1girl, solo, coat, pink_scarf, upper_body, looking_at_viewer
7	5						blue_shirt, eating, watermelon_bar, looking_at_viewer, t-shirt, 1girl, holding_food, solo, 2girls, short_sleeves, upper_body
8	5						1girl, solo, sun_hat, candy_apple, dress, sleeveless
9	5						1girl, cat_costume, collar, jingle_bell, neck_bell, solo, holding, animal_ears, bangs, bottle, cat_hood

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	blazer	necktie	school_uniform	1girl	solo_focus	skirt	solo	red_necktie	looking_at_viewer	upper_body	blush	white_shirt	blurry	closed_mouth	collared_shirt	bangs	chain-link_fence	outdoors	sweater_vest	anime_coloring	blurry_background	portrait	parody	close-up	collarbone	shirt	expressionless	coat	pink_scarf	blue_shirt	eating	watermelon_bar	t-shirt	holding_food	2girls	short_sleeves	sun_hat	candy_apple	dress	sleeveless	cat_costume	collar	jingle_bell	neck_bell	holding	animal_ears	bottle	cat_hood
0	13						X	X	X	X	X	X
1	18						X		X	X			X	X
2	5						X	X	X	X			X		X	X	X
3	7								X	X			X	X	X	X		X	X	X	X	X	X	X	X
4	13									X			X		X					X		X				X	X	X	X	X
5	12									X			X		X	X				X		X				X					X	X	X
6	19									X			X		X	X																		X	X
7	5									X			X		X	X																				X	X	X	X	X	X	X
8	5									X			X																														X	X	X	X
9	5									X			X									X																									X	X	X	X	X	X	X	X