
# Dataset of penthesilea/ペンテシレイア/彭忒西勒亚 (Fate/Grand Order)

This is the dataset of penthesilea/ペンテシレイア/彭忒西勒亚 (Fate/Grand Order), containing 135 images and their tags.

The core tags of this character are `breasts, bangs, yellow_eyes, white_hair, sidelocks, blunt_bangs, medium_breasts, muscular_female, long_hair, 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              |      135 | 154.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penthesilea_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      135 | 94.71 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/penthesilea_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      329 | 201.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penthesilea_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      135 | 138.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penthesilea_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      329 | 270.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penthesilea_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/penthesilea_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 |        19 | ![](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, abs, elbow_gloves, solo, navel, looking_at_viewer, muscular, fingerless_gloves, weapon, armor, chain, thighhighs, black_gloves, underboob, bare_shoulders, obliques, simple_background                                                            |
|   1 |         6 | ![](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, abs, bare_shoulders, black_gloves, black_necktie, elbow_gloves, glasses, looking_at_viewer, underboob, black_panties, fingerless_gloves, hair_ribbon, muscular, armor, navel, solo, thighs, blush, collarbone, fur_trim                           |
|   2 |        12 | ![](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) | 1girl, bare_shoulders, black_dress, cleavage, looking_at_viewer, necklace, solo, smile, wine_glass, french_braid, nail_polish, black_nails, bridal_gauntlets                                                                                             |
|   3 |         6 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1boy, 1girl, blush, hetero, penis, sex, vaginal, abs, cowgirl_position, girl_on_top, muscular, navel, nipples, cum_in_pussy, elbow_gloves, nude, solo_focus, spread_legs, bottomless, fingerless_gloves, hair_ribbon, open_mouth, thighhighs, uncensored |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | abs   | elbow_gloves   | solo   | navel   | looking_at_viewer   | muscular   | fingerless_gloves   | weapon   | armor   | chain   | thighhighs   | black_gloves   | underboob   | bare_shoulders   | obliques   | simple_background   | black_necktie   | glasses   | black_panties   | hair_ribbon   | thighs   | blush   | collarbone   | fur_trim   | black_dress   | cleavage   | necklace   | smile   | wine_glass   | french_braid   | nail_polish   | black_nails   | bridal_gauntlets   | 1boy   | hetero   | penis   | sex   | vaginal   | cowgirl_position   | girl_on_top   | nipples   | cum_in_pussy   | nude   | solo_focus   | spread_legs   | bottomless   | open_mouth   | uncensored   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------|:---------------|:-------|:--------|:--------------------|:-----------|:--------------------|:---------|:--------|:--------|:-------------|:---------------|:------------|:-----------------|:-----------|:--------------------|:----------------|:----------|:----------------|:--------------|:---------|:--------|:-------------|:-----------|:--------------|:-----------|:-----------|:--------|:-------------|:---------------|:--------------|:--------------|:-------------------|:-------|:---------|:--------|:------|:----------|:-------------------|:--------------|:----------|:---------------|:-------|:-------------|:--------------|:-------------|:-------------|:-------------|
|   0 |        19 | ![](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                   |                 |           |                 |               |          |         |              |            |               |            |            |         |              |                |               |               |                    |        |          |         |       |           |                    |               |           |                |        |              |               |              |              |              |
|   1 |         6 | ![](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       | X            | X          |               |            |            |         |              |                |               |               |                    |        |          |         |       |           |                    |               |           |                |        |              |               |              |              |              |
|   2 |        12 | ![](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                  |        |          |         |       |           |                    |               |           |                |        |              |               |              |              |              |
|   3 |         6 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       | X     | X              |        | X       |                     | X          | X                   |          |         |         | X            |                |             |                  |            |                     |                 |           |                 | X             |          | X       |              |            |               |            |            |         |              |                |               |               |                    | 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 penthesilea/ペンテシレイア/彭忒西勒亚 (Fate/Grand Order)
=======================================================


This is the dataset of penthesilea/ペンテシレイア/彭忒西勒亚 (Fate/Grand Order), containing 135 images and their tags.


The core tags of this character are 'breasts, bangs, yellow\_eyes, white\_hair, sidelocks, blunt\_bangs, medium\_breasts, muscular\_female, long\_hair, 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(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