---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of anastasia (THE iDOLM@STER: Cinderella Girls)
This is the dataset of anastasia (THE iDOLM@STER: Cinderella Girls), containing 500 images and their tags.
The core tags of this character are `short_hair, blue_eyes, grey_hair, breasts, hair_between_eyes, bangs, medium_breasts`, 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 | 500 | 671.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_idolmastercinderellagirls/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 398.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_idolmastercinderellagirls/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1222 | 852.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 595.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_idolmastercinderellagirls/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1222 | 1.14 GiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_idolmastercinderellagirls/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/anastasia_idolmastercinderellagirls',
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, hair_ornament, looking_at_viewer, solo, starry_sky, thighhighs, white_gloves, night_sky, open_mouth, :d, blush, dress, earrings, zettai_ryouiki |
| 1 | 5 |  |  |  |  |  | 1girl, blue_dress, hair_flower, looking_at_viewer, solo, white_gloves, bare_shoulders, sleeveless_dress, starry_sky, aurora, choker, cleavage, earrings, night_sky, smile, sparkle, armlet, cowboy_shot, high_heels, standing, strapless, white_flower |
| 2 | 7 |  |  |  |  |  | 1girl, dress, solo, bare_shoulders, elbow_gloves, hat, looking_at_viewer, pantyhose, smile, necklace, simple_background, white_background |
| 3 | 5 |  |  |  |  |  | 1girl, hat, looking_at_viewer, solo, cape, flower, holding_weapon, knee_boots, open_mouth, smile, necklace, thigh_strap, belt, detached_sleeves, elbow_gloves, full_body, rapier, sheath, short_dress, star_(symbol) |
| 4 | 15 |  |  |  |  |  | 1girl, solo, looking_at_viewer, blush, smile, earrings, open_mouth |
| 5 | 10 |  |  |  |  |  | 1girl, fur_trim, looking_at_viewer, necklace, solo, coat, parka, smile, black_shorts |
| 6 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, open_mouth, simple_background, solo, white_background, necklace, upper_body, :d, cleavage, collarbone, shiny_hair, sleeveless_dress |
| 7 | 7 |  |  |  |  |  | 1girl, closed_mouth, collarbone, looking_at_viewer, smile, solo, blush, simple_background, upper_body, white_background, shirt, cleavage, sleeveless |
| 8 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, solo, cross_necklace, fur_trim, blush, coat, earrings, ribbed_sweater, jacket, upper_body, long_sleeves, simple_background, turtleneck_sweater |
| 9 | 9 |  |  |  |  |  | 1girl, long_sleeves, solo, white_gloves, looking_at_viewer, smile, standing, white_skirt, zettai_ryouiki, blue_jacket, white_background, feather_hair_ornament, holding_microphone, shiny_hair, simple_background, blue_feathers, blue_necktie, blue_thighhighs, blush, closed_mouth, dress, short_necktie, white_feathers |
| 10 | 9 |  |  |  |  |  | 1girl, bare_shoulders, blush, collarbone, day, looking_at_viewer, outdoors, solo, beach, blue_bikini, cloud, halterneck, ocean, skindentation, smile, string_bikini, wet, blue_sky, cleavage, large_breasts, water, earrings, upper_body, navel, open_mouth, bare_arms, stomach, sunlight |
| 11 | 10 |  |  |  |  |  | 1girl, kimono, smile, solo, looking_at_viewer, open_mouth, floral_print, obi, hair_flower, wide_sleeves |
| 12 | 10 |  |  |  |  |  | 1girl, blush, nipples, solo, looking_at_viewer, navel, spread_legs, arms_behind_back, barefoot, bondage, bound_arms, completely_nude, rope, shibari, sweat, vibrator, collarbone, mosaic_censoring, open_mouth, pussy_juice, restrained, saliva, dildo, gagged, large_breasts, vaginal_object_insertion |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | hair_ornament | looking_at_viewer | solo | starry_sky | thighhighs | white_gloves | night_sky | open_mouth | :d | blush | dress | earrings | zettai_ryouiki | blue_dress | hair_flower | bare_shoulders | sleeveless_dress | aurora | choker | cleavage | smile | sparkle | armlet | cowboy_shot | high_heels | standing | strapless | white_flower | elbow_gloves | hat | pantyhose | necklace | simple_background | white_background | cape | flower | holding_weapon | knee_boots | thigh_strap | belt | detached_sleeves | full_body | rapier | sheath | short_dress | star_(symbol) | fur_trim | coat | parka | black_shorts | upper_body | collarbone | shiny_hair | closed_mouth | shirt | sleeveless | cross_necklace | ribbed_sweater | jacket | long_sleeves | turtleneck_sweater | white_skirt | blue_jacket | feather_hair_ornament | holding_microphone | blue_feathers | blue_necktie | blue_thighhighs | short_necktie | white_feathers | day | outdoors | beach | blue_bikini | cloud | halterneck | ocean | skindentation | string_bikini | wet | blue_sky | large_breasts | water | navel | bare_arms | stomach | sunlight | kimono | floral_print | obi | wide_sleeves | nipples | spread_legs | arms_behind_back | barefoot | bondage | bound_arms | completely_nude | rope | shibari | sweat | vibrator | mosaic_censoring | pussy_juice | restrained | saliva | dildo | gagged | vaginal_object_insertion |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:----------------|:--------------------|:-------|:-------------|:-------------|:---------------|:------------|:-------------|:-----|:--------|:--------|:-----------|:-----------------|:-------------|:--------------|:-----------------|:-------------------|:---------|:---------|:-----------|:--------|:----------|:---------|:--------------|:-------------|:-----------|:------------|:---------------|:---------------|:------|:------------|:-----------|:--------------------|:-------------------|:-------|:---------|:-----------------|:-------------|:--------------|:-------|:-------------------|:------------|:---------|:---------|:--------------|:----------------|:-----------|:-------|:--------|:---------------|:-------------|:-------------|:-------------|:---------------|:--------|:-------------|:-----------------|:-----------------|:---------|:---------------|:---------------------|:--------------|:--------------|:------------------------|:---------------------|:----------------|:---------------|:------------------|:----------------|:-----------------|:------|:-----------|:--------|:--------------|:--------|:-------------|:--------|:----------------|:----------------|:------|:-----------|:----------------|:--------|:--------|:------------|:----------|:-----------|:---------|:---------------|:------|:---------------|:----------|:--------------|:-------------------|:-----------|:----------|:-------------|:------------------|:-------|:----------|:--------|:-----------|:-------------------|:--------------|:-------------|:---------|:--------|:---------|:---------------------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | | X | X | X | | X | X | | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 15 |  |  |  |  |  | X | | X | X | | | | | X | | X | | X | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 10 |  |  |  |  |  | X | | X | X | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | X | X | | | | | X | X | | | | | | | | X | | | X | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 7 |  |  |  |  |  | X | | X | X | | | | | | | X | | | | | | | | | | X | X | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | X | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | X | | X | X | | | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | X | | | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 9 |  |  |  |  |  | X | | X | X | | | X | | | | X | X | | X | | | | | | | | X | | | | | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | X | X | | | | | | X | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 9 |  |  |  |  |  | X | | X | X | | | | | X | | X | | X | | | | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 11 | 10 |  |  |  |  |  | X | | X | X | | | | | X | | | | | | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 12 | 10 |  |  |  |  |  | X | | X | X | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |
