CyberHarem/marie_antoinette_fgo

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order)

This is the dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, blue_eyes, twintails, very_long_hair, hat, white_hair, breasts, grey_hair`, 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 | 741.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 500 | 653.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1224 | 1.24 GiB | [Download](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo/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/marie_antoinette_fgo',
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 |  |  |  |  |  | 1girl, solo, white_dress, bare_shoulders, blush, looking_at_viewer, sun_hat, sundress, medium_breasts, outdoors, starfish_hair_ornament, blue_sky, cleavage, collarbone, day, hat_bow, open_mouth, :d, cloud, shell_hair_ornament, bracelet, ocean, white_flower |
| 1 | 15 |  |  |  |  |  | 1girl, blue_bikini, hat_flower, looking_at_viewer, solo, sun_hat, blush, necklace, cleavage, medium_breasts, day, outdoors, blue_sky, navel, red_flower, bare_shoulders, beachball, hibiscus, open_mouth, :d, collarbone, holding_ball, striped_bow, hat_bow, cloud, ocean, standing, water, white_flower |
| 2 | 6 |  |  |  |  |  | 1girl, black_skirt, dress, looking_at_viewer, open_mouth, red_gloves, sleeveless, solo, :d, blush, red_headwear, bare_shoulders, petals |
| 3 | 12 |  |  |  |  |  | 1girl, open_mouth, red_gloves, sleeveless, solo, thighhighs, :d, looking_at_viewer, thigh_boots, red_headwear, black_skirt, blush, white_footwear, petals, red_dress, white_background |
| 4 | 5 |  |  |  |  |  | 1girl, black_skirt, blush, dress, looking_at_viewer, sleeveless, smile, solo, bare_shoulders, closed_mouth, red_gloves, thighhighs, large_hat, sitting, thigh_boots, white_footwear, red_headwear, simple_background |
| 5 | 5 |  |  |  |  |  | 1girl, black_skirt, looking_at_viewer, red_gloves, red_headwear, sleeveless, smile, solo, closed_mouth, cowboy_shot, dress, simple_background, white_background, red_shirt |
| 6 | 5 |  |  |  |  |  | 1girl, bare_shoulders, closed_mouth, looking_at_viewer, red_dress, red_gloves, red_headwear, sleeveless_dress, smile, solo, frilled_hat, simple_background, upper_body, blush, white_background, large_hat |
| 7 | 6 |  |  |  |  |  | 1girl, bare_shoulders, black_skirt, blush, closed_mouth, frilled_hat, looking_at_viewer, red_headwear, smile, solo, cowboy_shot, dress, pleated_skirt, red_gloves, hair_between_eyes, red_shirt, sleeveless_shirt, standing, white_footwear, thigh_boots, white_thighhighs |
| 8 | 16 |  |  |  |  |  | 1girl, solo, looking_at_viewer, white_gloves, open_mouth, sleeveless, white_dress, :d, flower, short_dress, white_headwear, simple_background |
| 9 | 12 |  |  |  |  |  | 1girl, solo, white_dress, white_gloves, bare_shoulders, looking_at_viewer, smile, white_headwear, blush, sleeveless_dress, hair_flower, white_background, petals, purple_rose, red_rose, simple_background, closed_mouth, cowboy_shot, holding_cup, open_mouth, short_dress, teacup, frilled_hat |
| 10 | 11 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, thigh_boots, white_dress, large_hat, short_dress, thighhighs, white_footwear, white_gloves, white_headwear, flower, bare_shoulders, frilled_hat, open_mouth, hair_ornament, holding, sitting, sleeveless_dress, teacup |
| 11 | 7 |  |  |  |  |  | 1girl, bare_shoulders, solo, white_dress, looking_at_viewer, off-shoulder_dress, white_gloves, white_rose, frills, hair_flower, official_alternate_costume, white_bow, blush, collarbone, pearl_necklace, :d, closed_mouth, earrings, hair_bow, open_mouth |
| 12 | 14 |  |  |  |  |  | 1girl, looking_at_viewer, solo, long_sleeves, wide_sleeves, obi, floral_print, hair_flower, red_kimono, blush, open_mouth, print_kimono, :d, closed_mouth, standing, holding_umbrella, red_flower |
| 13 | 10 |  |  |  |  |  | 1girl, black_dress, official_alternate_costume, solo, black_gloves, hair_flower, looking_at_viewer, bare_shoulders, necklace, smile, black_rose, cleavage, sleeveless, collarbone, feather_hair_ornament, medium_breasts, blush, closed_mouth, holding, strapless |
| 14 | 27 |  |  |  |  |  | 1girl, looking_at_viewer, maid_headdress, official_alternate_costume, solo, juliet_sleeves, open_mouth, blush, white_apron, frills, :d, black_ribbon, maid_apron, black_dress, enmaided, skirt_hold, white_background |
| 15 | 29 |  |  |  |  |  | 1girl, hooded_cloak, looking_at_viewer, solo, official_alternate_costume, hood_up, red_cloak, single_braid, medium_breasts, hair_bow, red_dress, braided_ponytail, open_mouth, red_skirt, hooded_cape, black_ribbon, blush, short_sleeves, food, cleavage, :d, neck_ribbon, red_hood |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_dress | bare_shoulders | blush | looking_at_viewer | sun_hat | sundress | medium_breasts | outdoors | starfish_hair_ornament | blue_sky | cleavage | collarbone | day | hat_bow | open_mouth | :d | cloud | shell_hair_ornament | bracelet | ocean | white_flower | blue_bikini | hat_flower | necklace | navel | red_flower | beachball | hibiscus | holding_ball | striped_bow | standing | water | black_skirt | dress | red_gloves | sleeveless | red_headwear | petals | thighhighs | thigh_boots | white_footwear | red_dress | white_background | smile | closed_mouth | large_hat | sitting | simple_background | cowboy_shot | red_shirt | sleeveless_dress | frilled_hat | upper_body | pleated_skirt | hair_between_eyes | sleeveless_shirt | white_thighhighs | white_gloves | flower | short_dress | white_headwear | hair_flower | purple_rose | red_rose | holding_cup | teacup | hair_ornament | holding | off-shoulder_dress | white_rose | frills | official_alternate_costume | white_bow | pearl_necklace | earrings | hair_bow | long_sleeves | wide_sleeves | obi | floral_print | red_kimono | print_kimono | holding_umbrella | black_dress | black_gloves | black_rose | feather_hair_ornament | strapless | maid_headdress | juliet_sleeves | white_apron | black_ribbon | maid_apron | enmaided | skirt_hold | hooded_cloak | hood_up | red_cloak | single_braid | braided_ponytail | red_skirt | hooded_cape | short_sleeves | food | neck_ribbon | red_hood |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------|:--------------|:-----------------|:--------|:--------------------|:----------|:-----------|:-----------------|:-----------|:-------------------------|:-----------|:-----------|:-------------|:------|:----------|:-------------|:-----|:--------|:----------------------|:-----------|:--------|:---------------|:--------------|:-------------|:-----------|:--------|:-------------|:------------|:-----------|:---------------|:--------------|:-----------|:--------|:--------------|:--------|:-------------|:-------------|:---------------|:---------|:-------------|:--------------|:-----------------|:------------|:-------------------|:--------|:---------------|:------------|:----------|:--------------------|:--------------|:------------|:-------------------|:--------------|:-------------|:----------------|:--------------------|:-------------------|:-------------------|:---------------|:---------|:--------------|:-----------------|:--------------|:--------------|:-----------|:--------------|:---------|:----------------|:----------|:---------------------|:-------------|:---------|:-----------------------------|:------------|:-----------------|:-----------|:-----------|:---------------|:---------------|:------|:---------------|:-------------|:---------------|:-------------------|:--------------|:---------------|:-------------|:------------------------|:------------|:-----------------|:-----------------|:--------------|:---------------|:-------------|:-----------|:-------------|:---------------|:----------|:------------|:---------------|:-------------------|:------------|:--------------|:----------------|:-------|:--------------|:-----------|
| 0 | 14 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 15 |  |  |  |  |  | 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 | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | | X | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 12 |  |  |  |  |  | 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 | X | X | | X | X | X | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | 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 | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 6 |  |  |  |  |  | X | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | X | X | X | | X | | | X | X | | | X | X | | | | X | X | | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 16 |  |  |  |  |  | X | X | X | | | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | X | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 12 |  |  |  |  |  | X | X | X | X | X | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | X | | | | | X | X | X | | | X | X | | X | X | | | | | | X | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 11 |  |  |  |  |  | X | X | X | X | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | | | 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 | | | | X | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 12 | 14 |  |  |  |  |  | X | X | | | X | X | | | | | | | | | | | X | X | | | | | | | | | | X | | | | | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 13 | 10 |  |  |  |  |  | X | X | | X | X | X | | | X | | | | X | X | | | | | | | | | | | | X | | | | | | | | | | | | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | X | | | | | | X | | | | X | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 14 | 27 |  |  |  |  |  | X | X | | | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | | | | | | | | | | | |
| 15 | 29 |  |  |  |  |  | X | X | | | X | X | | | X | | | | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | X | | | | | | | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

Dataset of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order)

数据集描述

该数据集包含500张关于Marie Antoinette（Fate/Grand Order角色）的图像及其标签。核心标签包括long_hair, blue_eyes, twintails, very_long_hair, hat, white_hair, breasts, grey_hair。

数据集大小

• 总图像数量：500张
• 数据集大小：741.70 MiB（原始数据）

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	741.70 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	500	653.84 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1224	1.24 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

标签聚类结果

以下是标签聚类的结果，展示了不同图像样本及其对应的标签。

示例聚类

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	14						1girl, solo, white_dress, bare_shoulders, blush, looking_at_viewer, sun_hat, sundress, medium_breasts, outdoors, starfish_hair_ornament, blue_sky, cleavage, collarbone, day, hat_bow, open_mouth, :d, cloud, shell_hair_ornament, bracelet, ocean, white_flower
1	15						1girl, blue_bikini, hat_flower, looking_at_viewer, solo, sun_hat, blush, necklace, cleavage, medium_breasts, day, outdoors, blue_sky, navel, red_flower, bare_shoulders, beachball, hibiscus, open_mouth, :d, collarbone, holding_ball, striped_bow, hat_bow, cloud, ocean, standing, water, white_flower
...	...	...	...	...	...	...	...

数据集加载

提供了使用waifuc加载原始数据集的示例代码。 python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

zip_file = hf_hub_download( repo_id=CyberHarem/marie_antoinette_fgo, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到指定目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])