
# Dataset of zenobia/ゼノビア/芝诺比阿 (Fate/Grand Order)

This is the dataset of zenobia/ゼノビア/芝诺比阿 (Fate/Grand Order), containing 251 images and their tags.

The core tags of this character are `long_hair, breasts, grey_hair, dark_skin, blue_eyes, dark-skinned_female, bangs, large_breasts, crown, earrings`, 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              |      251 | 445.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zenobia_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      251 | 221.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zenobia_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      627 | 483.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zenobia_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      251 | 377.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zenobia_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      627 | 723.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/zenobia_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/zenobia_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 |         6 | ![](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, bare_shoulders, black_bikini, black_gloves, black_thighhighs, chain, cleavage, cuffs, elbow_gloves, highleg_bikini, looking_at_viewer, navel, neck_ring, solo, thighs                                                             |
|   1 |         5 | ![](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_bikini, black_gloves, black_thighhighs, chain, cleavage, cuffs, elbow_gloves, highleg_bikini, looking_at_viewer, navel, neck_ring, solo, thighs, spear                                                      |
|   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, bare_shoulders, black_bikini, black_gloves, cuffs, elbow_gloves, highleg_bikini, looking_at_viewer, solo, thighs, ass, chain, looking_back, neck_ring, black_thighhighs, thong_bikini, blush                                           |
|   3 |         9 | ![](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, bare_shoulders, black_bikini, blush, hetero, neck_ring, solo_focus, cleavage, elbow_gloves, looking_at_viewer, paizuri, penis, sweat, black_gloves, breasts_squeezed_together, chain, collarbone, huge_breasts, mosaic_censoring |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | abs   | bare_shoulders   | black_bikini   | black_gloves   | black_thighhighs   | chain   | cleavage   | cuffs   | elbow_gloves   | highleg_bikini   | looking_at_viewer   | navel   | neck_ring   | solo   | thighs   | spear   | ass   | looking_back   | thong_bikini   | blush   | 1boy   | hetero   | solo_focus   | paizuri   | penis   | sweat   | breasts_squeezed_together   | collarbone   | huge_breasts   | mosaic_censoring   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------|:-----------------|:---------------|:---------------|:-------------------|:--------|:-----------|:--------|:---------------|:-----------------|:--------------------|:--------|:------------|:-------|:---------|:--------|:------|:---------------|:---------------|:--------|:-------|:---------|:-------------|:----------|:--------|:--------|:----------------------------|:-------------|:---------------|:-------------------|
|   0 |         6 | ![](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        |         |       |                |                |         |        |          |              |           |         |         |                             |              |                |                    |
|   1 |         5 | ![](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              | X       |        |          |              |           |         |         |                             |              |                |                    |
|   3 |         9 | ![](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                  |


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 zenobia/ゼノビア/芝诺比阿 (Fate/Grand Order)
===============================================


This is the dataset of zenobia/ゼノビア/芝诺比阿 (Fate/Grand Order), containing 251 images and their tags.


The core tags of this character are 'long\_hair, breasts, grey\_hair, dark\_skin, blue\_eyes, dark-skinned\_female, bangs, large\_breasts, crown, earrings', 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