CyberHarem/power_chainsawman

Dataset of Power/パワー (Chainsaw Man)

This is the dataset of Power/パワー (Chainsaw Man), containing 466 images and their tags.

The core tags of this character are horns, long_hair, red_horns, blonde_hair, symbol-shaped_pupils, cross-shaped_pupils, hair_between_eyes, yellow_eyes, demon_horns, 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	466	321.57 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	466	321.38 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	867	540.95 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/power_chainsawman',
    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	5						1girl, black_necktie, blue_jacket, closed_mouth, collared_shirt, hood, looking_at_viewer, solo, upper_body, white_shirt, off_shoulder, orange_eyes, sweatdrop
1	9						1girl, black_necktie, blue_jacket, collared_shirt, solo, white_shirt, cloudy_sky, outdoors, hood, upper_body, off_shoulder, pants
2	7						black_jacket, black_necktie, black_pants, collared_shirt, hand_on_own_hip, looking_at_viewer, solo_focus, white_shirt, 1girl, 1boy
3	6						1girl, black_necktie, collared_shirt, open_mouth, sharp_teeth, solo, white_shirt
4	9						1girl, black_necktie, collared_shirt, sharp_teeth, white_shirt, open_mouth, solo, suit, formal, black_jacket
5	7						1girl, black_jacket, black_necktie, collared_shirt, looking_at_viewer, sharp_teeth, solo, white_shirt, smile, open_mouth, upper_body, blood, indoors, orange_eyes, weapon
6	7						1girl, black_necktie, collared_shirt, sharp_teeth, white_shirt, solo, grin, jacket, looking_at_viewer, pink_hair
7	11						1girl, blue_jacket, open_mouth, solo, white_shirt, black_necktie, pink_hair, simple_background, collared_shirt, white_background, black_pants, sharp_teeth, looking_at_viewer, red_eyes, hair_over_one_eye
8	11						1girl, sharp_teeth, solo, portrait, open_mouth, looking_at_viewer, smile, blush, parody, scene_reference
9	7						1boy, 1girl, black_necktie, black_pants, collared_shirt, sharp_teeth, sweat, white_shirt, blue_jacket, clenched_teeth, on_back, looking_up, orange_eyes, crying, on_ground
10	6						1girl, hoodie, purple_jacket, sharp_teeth, open_mouth, white_shirt, 1boy, blush, open_clothes, smile, blurry, collarbone, looking_at_viewer, solo_focus

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_necktie	blue_jacket	closed_mouth	collared_shirt	hood	looking_at_viewer	solo	upper_body	white_shirt	off_shoulder	orange_eyes	sweatdrop	cloudy_sky	outdoors	pants	black_jacket	black_pants	hand_on_own_hip	solo_focus	1boy	open_mouth	sharp_teeth	suit	formal	smile	blood	indoors	weapon	grin	jacket	pink_hair	simple_background	white_background	red_eyes	hair_over_one_eye	portrait	blush	parody	scene_reference	sweat	clenched_teeth	on_back	looking_up	crying	on_ground	hoodie	purple_jacket	open_clothes	blurry	collarbone
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X
1	9						X	X	X		X	X		X	X	X	X			X	X	X
2	7						X	X			X		X			X							X	X	X	X	X
3	6						X	X			X			X		X												X	X
4	9						X	X			X			X		X							X					X	X	X	X
5	7						X	X			X		X	X	X	X		X					X					X	X			X	X	X	X
6	7						X	X			X		X	X		X													X							X	X	X
7	11						X	X	X		X		X	X		X								X				X	X									X	X	X	X	X
8	11						X						X	X														X	X			X											X	X	X	X
9	7						X	X	X		X					X		X						X			X		X																		X	X	X	X	X	X
10	6						X						X			X										X	X	X	X			X												X									X	X	X	X	X