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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!)
This is the dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!), containing 322 images and their tags.
The core tags of this character are `green_hair, brown_eyes, bangs, parted_bangs, curly_hair, ribbon, bow, breasts, hairband, medium_hair, hair_ribbon`, 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](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).
## List of Packages
| Name | Images | Size | Download | Type | Description |
|:-----------------|---------:|:-----------|:------------------------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw | 322 | 339.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 322 | 217.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 708 | 439.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 322 | 311.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 708 | 591.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tokugawa_matsuri_theidolmstermillionlive/resolve/main/dataset-stage3-p480-1200.zip) | 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](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code
```python
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/tokugawa_matsuri_theidolmstermillionlive',
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 | 14 |  |  |  |  |  | open_mouth, puffy_short_sleeves, 1girl, blush, looking_at_viewer, solo, smile, aqua_hair, simple_background, white_background, white_gloves, ;d, blue_dress, hair_bow, one_eye_closed, earrings, frilled_dress, star_(symbol), bracelet, polka_dot, short_hair |
| 1 | 19 |  |  |  |  |  | 1girl, solo, looking_at_viewer, puffy_short_sleeves, polka_dot_ribbon, choker, blush, polka_dot_bow, white_background, simple_background, hair_bow, red_dress, white_shirt, open_mouth, frills, red_hairband, aqua_hair, heart, smile |
| 2 | 9 |  |  |  |  |  | 1girl, dress, looking_at_viewer, open_mouth, solo, :o, choker, smile |
| 3 | 6 |  |  |  |  |  | 1girl, blush, collared_shirt, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_shirt, red_bowtie, school_uniform, sweater_vest, :o, blue_vest, long_sleeves, polka_dot_ribbon, upper_body, aqua_hair, red_ribbon |
| 4 | 15 |  |  |  |  |  | 1girl, blush, cleavage, looking_at_viewer, solo, medium_breasts, smile, navel, open_mouth, red_bikini, frilled_bikini, bare_shoulders, collarbone, simple_background, aqua_hair, polka_dot, white_background |
| 5 | 7 |  |  |  |  |  | 1girl, fake_animal_ears, playboy_bunny, rabbit_ears, solo, cleavage, looking_at_viewer, blush, detached_collar, large_breasts, strapless_leotard, wrist_cuffs, bare_shoulders, bowtie, fishnet_pantyhose, medium_breasts, open_mouth, simple_background, white_background, black_leotard, covered_navel, rabbit_tail, smile |
| 6 | 6 |  |  |  |  |  | aiguillette, aqua_hair, epaulettes, long_sleeves, white_ascot, blue_jacket, short_hair, upper_body, white_background, frilled_sleeves, hair_between_eyes, looking_at_viewer, multiple_girls, open_mouth, orange_eyes, solo_focus, 1girl, black_gloves, blush, border |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | open_mouth | puffy_short_sleeves | 1girl | blush | looking_at_viewer | solo | smile | aqua_hair | simple_background | white_background | white_gloves | ;d | blue_dress | hair_bow | one_eye_closed | earrings | frilled_dress | star_(symbol) | bracelet | polka_dot | short_hair | polka_dot_ribbon | choker | polka_dot_bow | red_dress | white_shirt | frills | red_hairband | heart | dress | :o | collared_shirt | red_bowtie | school_uniform | sweater_vest | blue_vest | long_sleeves | upper_body | red_ribbon | cleavage | medium_breasts | navel | red_bikini | frilled_bikini | bare_shoulders | collarbone | fake_animal_ears | playboy_bunny | rabbit_ears | detached_collar | large_breasts | strapless_leotard | wrist_cuffs | bowtie | fishnet_pantyhose | black_leotard | covered_navel | rabbit_tail | aiguillette | epaulettes | white_ascot | blue_jacket | frilled_sleeves | hair_between_eyes | multiple_girls | orange_eyes | solo_focus | black_gloves | border |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:----------------------|:--------|:--------|:--------------------|:-------|:--------|:------------|:--------------------|:-------------------|:---------------|:-----|:-------------|:-----------|:-----------------|:-----------|:----------------|:----------------|:-----------|:------------|:-------------|:-------------------|:---------|:----------------|:------------|:--------------|:---------|:---------------|:--------|:--------|:-----|:-----------------|:-------------|:-----------------|:---------------|:------------|:---------------|:-------------|:-------------|:-----------|:-----------------|:--------|:-------------|:-----------------|:-----------------|:-------------|:-------------------|:----------------|:--------------|:------------------|:----------------|:--------------------|:--------------|:---------|:--------------------|:----------------|:----------------|:--------------|:--------------|:-------------|:--------------|:--------------|:------------------|:--------------------|:-----------------|:--------------|:-------------|:---------------|:---------|
| 0 | 14 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | X | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | X | | X | | X | X | X | | | | | | | | | | | | | | | | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | | X | X | X | X | | X | X | X | | | | | | | | | | | | X | | | | X | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 15 |  |  |  |  |  | X | | X | X | X | X | X | X | 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 | X | X | X | X | X | X | X | X | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | X | | X | X | X | | | X | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X |
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