
# Dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order)

This is the dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order), containing 235 images and their tags.

The core tags of this character are `long_hair, hairband, breasts, green_hair, earrings, bangs, green_eyes, very_long_hair, hoop_earrings, blunt_bangs`, 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              |      235 | 337.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      235 | 185.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      552 | 381.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      235 | 297.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      552 | 549.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_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/cleopatra_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 |         5 | ![](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, black_footwear, knee_boots, looking_at_viewer, necklace, pantyhose, shorts, smile, solo, bracelet, blue_eyes, sitting, thumb_ring, crossed_legs                 |
|   1 |         7 | ![](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, looking_at_viewer, necklace, sitting, smile, solo, large_breasts, white_dress, armlet, collarbone, blush, bracelet, cleavage, closed_mouth, ring, choker, snake |
|   2 |        19 | ![](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, blush, looking_at_viewer, jewelry, nipples, solo, collarbone, huge_breasts, large_areolae, smile, navel, sweat, thighs, choker, aqua_eyes, completely_nude      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_footwear   | knee_boots   | looking_at_viewer   | necklace   | pantyhose   | shorts   | smile   | solo   | bracelet   | blue_eyes   | sitting   | thumb_ring   | crossed_legs   | large_breasts   | white_dress   | armlet   | collarbone   | blush   | cleavage   | closed_mouth   | ring   | choker   | snake   | jewelry   | nipples   | huge_breasts   | large_areolae   | navel   | sweat   | thighs   | aqua_eyes   | completely_nude   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------|:--------------------|:-----------|:------------|:---------|:--------|:-------|:-----------|:------------|:----------|:-------------|:---------------|:----------------|:--------------|:---------|:-------------|:--------|:-----------|:---------------|:-------|:---------|:--------|:----------|:----------|:---------------|:----------------|:--------|:--------|:---------|:------------|:------------------|
|   0 |         5 | ![](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              |                 |               |          |              |         |            |                |        |          |         |           |           |                |                 |         |         |          |             |                   |
|   1 |         7 | ![](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       |           |           |                |                 |         |         |          |             |                   |
|   2 |        19 | ![](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           | 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 cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order)
====================================================


This is the dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order), containing 235 images and their tags.


The core tags of this character are 'long\_hair, hairband, breasts, green\_hair, earrings, bangs, green\_eyes, very\_long\_hair, hoop\_earrings, blunt\_bangs', 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