
# Dataset of mysterious_heroine_xx/謎のヒロインXX/谜之女主角XX (Fate/Grand Order)

This is the dataset of mysterious_heroine_xx/謎のヒロインXX/谜之女主角XX (Fate/Grand Order), containing 121 images and their tags.

The core tags of this character are `blonde_hair, yellow_eyes, hair_between_eyes, ahoge, bangs, glasses, braid, semi-rimless_eyewear, sidelocks, black-framed_eyewear, under-rim_eyewear`, 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              |      121 | 170.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_heroine_xx_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      121 | 102.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_heroine_xx_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      295 | 211.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_heroine_xx_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      121 | 152.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_heroine_xx_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      295 | 285.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_heroine_xx_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/mysterious_heroine_xx_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 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, holding_sword, solo, looking_at_viewer, black_gloves, black_thighhighs, garter_straps, breastplate, black_leotard, hood_up, closed_mouth, jacket, open_clothes, short_hair, thighs, cowboy_shot, hooded_coat, lightsaber, orange_eyes |
|   1 |        49 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, solo, looking_at_viewer, plaid_scarf, red_scarf, jacket, blue_skirt, long_sleeves, pleated_skirt, black_thighhighs, coat, holding, open_clothes, serafuku, garter_straps, blush, hair_ribbon, sword                                   |
|   2 |        16 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | looking_at_viewer, medium_breasts, outdoors, 1girl, blue_sky, day, 2girls, cleavage, cloud, jacket, ocean, solo_focus, black_bikini, black_one-piece_swimsuit, blush                                                                         |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | holding_sword   | solo   | looking_at_viewer   | black_gloves   | black_thighhighs   | garter_straps   | breastplate   | black_leotard   | hood_up   | closed_mouth   | jacket   | open_clothes   | short_hair   | thighs   | cowboy_shot   | hooded_coat   | lightsaber   | orange_eyes   | plaid_scarf   | red_scarf   | blue_skirt   | long_sleeves   | pleated_skirt   | coat   | holding   | serafuku   | blush   | hair_ribbon   | sword   | medium_breasts   | outdoors   | blue_sky   | day   | 2girls   | cleavage   | cloud   | ocean   | solo_focus   | black_bikini   | black_one-piece_swimsuit   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-------|:--------------------|:---------------|:-------------------|:----------------|:--------------|:----------------|:----------|:---------------|:---------|:---------------|:-------------|:---------|:--------------|:--------------|:-------------|:--------------|:--------------|:------------|:-------------|:---------------|:----------------|:-------|:----------|:-----------|:--------|:--------------|:--------|:-----------------|:-----------|:-----------|:------|:---------|:-----------|:--------|:--------|:-------------|:---------------|:---------------------------|
|   0 |        14 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X               | X      | X                   | X              | X                  | X               | X             | X               | X         | X              | X        | X              | X            | X        | X             | X             | X            | X             |               |             |              |                |                 |        |           |            |         |               |         |                  |            |            |       |          |            |         |         |              |                |                            |
|   1 |        49 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       |                 | X      | X                   |                | X                  | X               |               |                 |           |                | X        | X              |              |          |               |               |              |               | X             | X           | X            | X              | X               | X      | X         | X          | X       | X             | X       |                  |            |            |       |          |            |         |         |              |                |                            |
|   2 |        16 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                 |        | X                   |                |                    |                 |               |                 |           |                | X        |                |              |          |               |               |              |               |               |             |              |                |                 |        |           |            | X       |               |         | X                | X          | X          | X     | X        | X          | X       | X       | X            | X              | X                          |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

Dataset of mysterious\_heroine\_xx/謎のヒロインXX/谜之女主角XX (Fate/Grand Order)
======================================================================


This is the dataset of mysterious\_heroine\_xx/謎のヒロインXX/谜之女主角XX (Fate/Grand Order), containing 121 images and their tags.


The core tags of this character are 'blonde\_hair, yellow\_eyes, hair\_between\_eyes, ahoge, bangs, glasses, braid, semi-rimless\_eyewear, sidelocks, black-framed\_eyewear, under-rim\_eyewear', 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
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
passage: TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.### Raw Text Version### Table Version